{ "schemaVersion": "deck-intelligence.v1", "id": "019f6b8e-e3f2-73cd-ba44-d930e8bf3977", "slug": "jarvis-5-march-2015-mckinsey-bps-operational-review-steering-committee-working", "title": "5 March 2015 McKinsey BPS Operational Review Steering Committee Working", "subtitle": "-march-2015-mckinsey-bps-operational-review-steering-committee-working · 2015-03", "author": "-march-2015-mckinsey-bps-operational-review-steering-committee-working", "date": "2015-03-01 00:00:00", "pageCount": 220, "kind": "deck", "document": { "id": "019f6b8e-e3f2-73cd-ba44-d930e8bf3977", "slug": "jarvis-5-march-2015-mckinsey-bps-operational-review-steering-committee-working", "title": "5 March 2015 McKinsey BPS Operational Review Steering Committee Working", "rawTitle": "5 March 2015 McKinsey BPS Operational Review Steering Committee Working", "authorId": "5-march-2015-mckinsey-bps-operational-review-steering-committee-working", "authorName": null, "authorDisplay": "-march-2015-mckinsey-bps-operational-review-steering-committee-working", "kind": { "slug": "deck", "label": "Deck" }, "sourceType": { "slug": "investor_relations", "label": "Investor relations" }, "fileName": "jarvis-5-march-2015-mckinsey-bps-operational-review-steering-committee-working.pdf", "sourceUrl": "file://Jarvis_Resources/5-March-2015-McKinsey-BPS-Operational-Review-Steering-Committee-Working.pdf", "sourceDate": null, "presentationDate": "2015-03-01 00:00:00", "ingestedAt": "2026-07-16 15:32:34.499717+00", "status": "ready", "pageCount": 220, "orientation": null, "aspectRatio": null, "targetCompany": null, "targetTicker": null, "metadata": { "corpus": "jarvis", "industry": null, "local_root": "/Users/miguelsuredasuau/Desktop/jarvis-staging/decks/jarvis-5-march-2015-mckinsey-bps-operational-review-steering-committee-working", "image_width": 1995, "image_format": "jpg", "deck_type_raw": "other", "deck_type_slug": null, "source_url_pattern": null } }, "coverage": { "pageCount": 220, "pagesIndexed": 220, "pagesWithImages": 220, "pagesWithMetadata": 220, "imageCoveragePct": 100, "metadataCoveragePct": 100, "componentCount": 1054, "chartCount": 125, "metricSlides": 0, "toolMatches": 96, "documentToolMatches": 0, "frameworkMatches": 76, "arcMatches": 1, "beatMatches": 4, "loopMatches": 2, "patternMatches": 0, "storymakersMatch": false, "scoreAvailable": false, "reviewAvailable": false, "activistThesisAvailable": false, "pitchdeckMetadataAvailable": false, "pitchdeckProfileAvailable": false }, "blocks": [], "matches": { "arcs": [ { "arc": { "name": "The Consultant's Gambit", "slug": "consultants-gambit", "status": "active", "bestFor": "Business cases, project proposals, strategic recommendations", "canonId": "019dd956-5e0a-73c8-b305-81c38c959e9c", "version": 1, "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49", "structure": "Situation & Context -> Problem & Complication -> Solution & Approach -> Evidence & Proof -> Impact & Next Steps", "description": null, "familyLabel": null, "categoryName": "Strategy & Business", "categorySlug": "strategy-business" }, "matchId": "bb9d3fa1-87dc-4a72-92a6-fb31d2539016", "evidence": "The document follows a structured approach to problem identification, analysis, and recommendation, characteristic of the Consultant's Gambit narrative shape", "isPrimary": true, "confidence": 0.8, "extraction": { "at": "2026-07-16 23:17:59.33916+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": "doc-narrative-v1" } } ], "beats": [ { "to": 20, "arc": { "name": "The Consultant's Gambit", "slug": "consultants-gambit", "status": "active", "bestFor": "Business cases, project proposals, strategic recommendations", "canonId": "019dd956-5e0a-73c8-b305-81c38c959e9c", "version": 1, "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49", "structure": "Situation & Context -> Problem & Complication -> Solution & Approach -> Evidence & Proof -> Impact & Next Steps", "description": null, "familyLabel": null, "categoryName": "Strategy & Business", "categorySlug": "strategy-business" }, "from": 1, "name": "Situation & Context", "beatId": "49eaeeb9-de02-4977-a7dc-434bbe197bb2", "matchId": "bb9d3fa1-87dc-4a72-92a6-fb31d2539016", "beatType": { "name": "Situation & Context", "slug": "consultants-gambit-situation-context", "status": "active", "canonId": "019dd9b8-05ae-741b-992d-65ee83c639b3", "version": 1, "description": null }, "evidence": "The document provides an overview of BPS, including demographics, budget allocation, and challenges", "position": 0, "isPrimaryArc": true, "parentBeatType": { "name": "Setup", "slug": "setup", "status": "active", "canonId": "019dd9b8-020e-7505-af9b-d9b9a4679bcc", "version": 1, "description": "Where the deck grounds the reader before doing anything else. Almost every arc opens here." }, "alignedBlockIds": null, "matchConfidence": 0.8 }, { "to": 40, "arc": { "name": "The Consultant's Gambit", "slug": "consultants-gambit", "status": "active", "bestFor": "Business cases, project proposals, strategic recommendations", "canonId": "019dd956-5e0a-73c8-b305-81c38c959e9c", "version": 1, "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49", "structure": "Situation & Context -> Problem & Complication -> Solution & Approach -> Evidence & Proof -> Impact & Next Steps", "description": null, "familyLabel": null, "categoryName": "Strategy & Business", "categorySlug": "strategy-business" }, "from": 21, "name": "Problem & Complication", "beatId": "b48b269e-d44e-47dc-9aa5-06c4bbfac84b", "matchId": "bb9d3fa1-87dc-4a72-92a6-fb31d2539016", "beatType": { "name": "Problem & Complication", "slug": "consultants-gambit-problem-complication", "status": "active", "canonId": "019dd9b8-064a-777f-a374-e9a8c43dedd4", "version": 1, "description": null }, "evidence": "The document highlights issues such as district overextension, special education costs, and variability in classification", "position": 1, "isPrimaryArc": true, "parentBeatType": { "name": "Complication", "slug": "complication", "status": "active", "canonId": "019dd9b8-0275-7709-b2d6-4f77c3fc7579", "version": 1, "description": "The point in the narrative where the audience should feel discomfort. Required for argumentative arcs." }, "alignedBlockIds": null, "matchConfidence": 0.8 }, { "to": 60, "arc": { "name": "The Consultant's Gambit", "slug": "consultants-gambit", "status": "active", "bestFor": "Business cases, project proposals, strategic recommendations", "canonId": "019dd956-5e0a-73c8-b305-81c38c959e9c", "version": 1, "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49", "structure": "Situation & Context -> Problem & Complication -> Solution & Approach -> Evidence & Proof -> Impact & Next Steps", "description": null, "familyLabel": null, "categoryName": "Strategy & Business", "categorySlug": "strategy-business" }, "from": 41, "name": "Evidence & Proof", "beatId": "ae027e08-bea9-4fd6-b23a-799e373ad079", "matchId": "bb9d3fa1-87dc-4a72-92a6-fb31d2539016", "beatType": { "name": "Evidence & Proof", "slug": "consultants-gambit-evidence-proof", "status": "active", "canonId": "019dd9b8-07b1-7688-8e1e-7637fec3802a", "version": 1, "description": null }, "evidence": "The document presents data and analysis to support the identified problems and potential solutions", "position": 2, "isPrimaryArc": true, "parentBeatType": { "name": "Evidence", "slug": "evidence", "status": "active", "canonId": "019dd9b8-03f9-772a-b84a-4f07b415b77a", "version": 1, "description": "A dedicated proof beat exists in only ~4 arcs (Gambit, Sequoia, AIDA, Monroes). Other arcs embed evidence inline within development." }, "alignedBlockIds": null, "matchConfidence": 0.8 }, { "to": 80, "arc": { "name": "The Consultant's Gambit", "slug": "consultants-gambit", "status": "active", "bestFor": "Business cases, project proposals, strategic recommendations", "canonId": "019dd956-5e0a-73c8-b305-81c38c959e9c", "version": 1, "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49", "structure": "Situation & Context -> Problem & Complication -> Solution & Approach -> Evidence & Proof -> Impact & Next Steps", "description": null, "familyLabel": null, "categoryName": "Strategy & Business", "categorySlug": "strategy-business" }, "from": 61, "name": "Impact & Next Steps", "beatId": "c7fcd2c1-46bc-4946-9d75-f343e68d2bc8", "matchId": "bb9d3fa1-87dc-4a72-92a6-fb31d2539016", "beatType": { "name": "Impact & Next Steps", "slug": "consultants-gambit-impact-next-steps", "status": "active", "canonId": "019dd9b8-0849-7728-9ee9-fd1609c4c655", "version": 1, "description": null }, "evidence": "The document outlines potential solutions and recommendations for BPS", "position": 3, "isPrimaryArc": true, "parentBeatType": { "name": "Resolution", "slug": "resolution", "status": "active", "canonId": "019dd9b8-045d-703b-8dd7-e92aba3ba91b", "version": 1, "description": "How the deck ends. Required in 19/20 arcs. The exception (Sparkline) ends with new bliss which is functionally a resolution." }, "alignedBlockIds": null, "matchConfidence": 0.8 } ], "loops": [ { "to": 34, "from": 31, "loop": { "name": "27_cost_of_inaction", "slug": "27-cost-of-inaction", "status": "active", "bestFor": "Urgent budget requests, compliance, risk mitigation", "canonId": "019dd956-70d1-7395-a15b-857ba858b394", "version": 1, "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21", "structure": "The Status Quo -> The Hidden Costs Accumulating -> The Future State of Inaction -> The Tipping Point", "description": "Quantify what happens if the audience does nothing", "familyLabel": null, "categoryName": "Urgency", "categorySlug": "urgency" }, "matchId": "2ea08923-23bd-42c5-ad26-097dc10740e0", "evidence": "The document notes that BPS' budget has not accounted for student declines, leading to potential cost savings through consolidation", "position": 0, "objective": "Highlight the costs of inaction in addressing district overextension", "confidence": 0.6, "extraction": { "at": "2026-07-16 23:17:59.555298+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": "doc-narrative-v1" } }, { "to": 84, "from": 81, "loop": { "name": "02_pattern_hunter", "slug": "02-pattern-hunter", "status": "active", "bestFor": "Time-pressed audiences, building consensus, when data is strong", "canonId": "019dd956-6695-771a-be2e-f1748ef041a4", "version": 1, "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21", "structure": "Evidence A -> Evidence B -> Evidence C -> Pattern/Conclusion", "description": "Group multiple pieces of evidence that together point to a pattern or conclusion", "familyLabel": null, "categoryName": "Logical Reasoning", "categorySlug": "logical-reasoning" }, "matchId": "4c0a6500-3449-43bb-8b73-5039837202ec", "evidence": "The document analyzes special education spending and classification rates across BPS schools", "position": 1, "objective": "Identify patterns in special education costs and classification", "confidence": 0.6, "extraction": { "at": "2026-07-16 23:17:59.599254+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": "doc-narrative-v1" } } ], "tools": [ { "tool": { "name": "Executive summary", "slug": "executive-summary", "status": "active", "bestFor": null, "canonId": "019dd9e1-4b63-72d5-9734-da757d91ca61", "version": 1, "bodyDocId": null, "description": "A condensed view of the entire argument on a single slide / block.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "21077cfc-1778-43a5-813b-588bfb47dfbe", "evidence": "What this work IS and IS NOT section", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.8, "extraction": { "at": "2026-07-17 02:11:13.616587+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 2, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null }, { "tool": { "name": "Venn diagram", "slug": "venn-diagram", "status": "active", "bestFor": null, "canonId": "019de52d-1f53-7290-96c8-79388c95fc17", "version": 1, "bodyDocId": null, "description": null, "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "77dca07d-e769-4939-95c7-2b077b9e996d", "evidence": "Circular diagram showing Student outcomes, Cost effectiveness, Operational effectiveness, and Stakeholder engagement", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.8, "extraction": { "at": "2026-07-17 02:11:13.68386+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 3, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "tool": { "name": "Executive summary", "slug": "executive-summary", "status": "active", "bestFor": null, "canonId": "019dd9e1-4b63-72d5-9734-da757d91ca61", "version": 1, "bodyDocId": null, "description": "A condensed view of the entire argument on a single slide / block.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "45456997-b531-4b4b-85ef-e69042161d3a", "evidence": "This slide is titled 'Overview of BPS opportunities' and has a type of 'executive_summary'.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.9, "extraction": { "at": "2026-07-17 02:11:23.268309+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 7, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null }, { "tool": { "name": "Waterfall chart", "slug": "waterfall-chart", "status": "active", "bestFor": null, "canonId": "e2799da3-725f-44a9-a093-570f1f388e64", "version": 1, "bodyDocId": null, "description": null, "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "4426bef5-6417-4c80-b3f6-ef61591d70fc", "evidence": "This slide contains a 'waterfall chart showing breakdown of $17,455 per pupil spend'.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.9, "extraction": { "at": "2026-07-17 02:11:23.341526+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 8, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "tool": { "name": "List presentation", "slug": "list-presentation", "status": "active", "bestFor": null, "canonId": "019dd9e1-4ef7-777d-ba68-9074c2b3bcf1", "version": 1, "bodyDocId": null, "description": "Bulleted, numbered, or checklist enumerations.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "4851d8c8-f3c4-4b90-8b78-bf0622007e8d", "evidence": "This slide contains a list of bullet points with potential opportunities for savings.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.7, "extraction": { "at": "2026-07-17 02:11:23.413374+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 9, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null }, { "tool": { "name": "Audience Definition", "slug": "audience-definition", "status": "active", "bestFor": null, "canonId": "019dd956-7f2a-775d-aeee-ff099bcb7756", "version": 1, "bodyDocId": null, "description": "Six key questions: Who are they? What do they know? What do they believe? What do they care about? What do they fear? What decisions can they make?", "familyLabel": null, "categoryName": "Block", "categorySlug": "block" }, "agent": "Storyteller", "layer": "slide", "agents": [ "Storyteller" ], "matchId": "0a03df7b-5b6d-434b-b708-f280e57aebf5", "evidence": "This slide mentions a 'Values and Alignment Survey of BPS central office staff (n=72)', indicating an understanding of the audience.", "pageRefs": null, "priority": "Core", "whenToUse": null, "confidence": 0.5, "extraction": { "at": "2026-07-17 02:11:23.485506+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 10, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "tool": { "name": "Chart Selection Guide", "slug": "chart-selection-guide", "status": "active", "bestFor": null, "canonId": "019dd956-b1a0-700b-ba17-0e16c4d5bcae", "version": 1, "bodyDocId": null, "description": "Choosing the right chart type for your data and message", "familyLabel": null, "categoryName": "Slide", "categorySlug": "slide" }, "agent": "Designer", "layer": "slide", "agents": [ "Designer" ], "matchId": "ecab7c90-e71e-4575-9061-7a9dd72e72dc", "evidence": "This slide contains a bar chart showing 'Schools vs. student population'.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.5, "extraction": { "at": "2026-07-17 02:11:23.558877+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 11, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "tool": { "name": "Table data", "slug": "table-data", "status": "active", "bestFor": null, "canonId": "019dd9e1-4fab-7168-a82f-b847350a006d", "version": 1, "bodyDocId": null, "description": "Tabular layouts of structured data.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "1d369897-8362-4960-94ed-7eedb151a28b", "evidence": "This slide contains a 'Consolidation cost savings table'.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.7, "extraction": { "at": "2026-07-17 02:11:23.632498+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 12, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null }, { "tool": { "name": "Call to action", "slug": "call-to-action", "status": "active", "bestFor": null, "canonId": "019dd9e1-4bbb-702a-9ead-82daf188bb7c", "version": 1, "bodyDocId": null, "description": "Explicit prescription of what the audience should do next.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "94af2df4-b397-4a80-8d7c-6016b2a9a1c0", "evidence": "This slide mentions potential uses for new funds, such as 'Guaranteed set of electives or specials at all schools'.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.5, "extraction": { "at": "2026-07-17 02:11:23.705515+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 13, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null }, { "tool": { "name": "Chart Selection Guide", "slug": "chart-selection-guide", "status": "active", "bestFor": null, "canonId": "019dd956-b1a0-700b-ba17-0e16c4d5bcae", "version": 1, "bodyDocId": null, "description": "Choosing the right chart type for your data and message", "familyLabel": null, "categoryName": "Slide", "categorySlug": "slide" }, "agent": "Designer", "layer": "slide", "agents": [ "Designer" ], "matchId": "072e61d9-75e6-47a0-b67b-3e664bff9818", "evidence": "This slide contains a horizontal bar chart showing classification rates for dozens of schools.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.5, "extraction": { "at": "2026-07-17 02:11:23.821506+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 15, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "tool": { "name": "Chart Selection Guide", "slug": "chart-selection-guide", "status": "active", "bestFor": null, "canonId": "019dd956-b1a0-700b-ba17-0e16c4d5bcae", "version": 1, "bodyDocId": null, "description": "Choosing the right chart type for your data and message", "familyLabel": null, "categoryName": "Slide", "categorySlug": "slide" }, "agent": "Designer", "layer": "slide", "agents": [ "Designer" ], "matchId": "a3b1b206-258d-435e-ba77-ff0e88c973d9", "evidence": "This slide contains a scatter chart 'SWD vs. Free and Reduced Meal (FARM) rates by Mass. District, 2015'.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.5, "extraction": { "at": "2026-07-17 02:11:23.894972+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 16, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "tool": { "name": "Evidence Matrix", "slug": "evidence-matrix", "status": "active", "bestFor": null, "canonId": "019dd956-7ecc-74c2-b46c-0b9c1f4c73d7", "version": 1, "bodyDocId": null, "description": "Planning visual assets: Claim → Evidence Needed → Data Source → Visual Type", "familyLabel": null, "categoryName": "Block", "categorySlug": "block" }, "agent": "Designer", "layer": "slide", "agents": [ "Designer" ], "matchId": "c2a757a0-f420-4763-bd81-34308fef7585", "evidence": "This slide mentions research supporting the decision to increase special education inclusion.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.5, "extraction": { "at": "2026-07-17 02:11:23.968183+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 17, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "tool": { "name": "Chart Selection Guide", "slug": "chart-selection-guide", "status": "active", "bestFor": null, "canonId": "019dd956-b1a0-700b-ba17-0e16c4d5bcae", "version": 1, "bodyDocId": null, "description": "Choosing the right chart type for your data and message", "familyLabel": null, "categoryName": "Slide", "categorySlug": "slide" }, "agent": "Designer", "layer": "slide", "agents": [ "Designer" ], "matchId": "580533f8-699e-485d-a7dd-c1f430647323", "evidence": "This slide contains a stacked bar chart 'Special education annual budget for classroom teaching'.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.5, "extraction": { "at": "2026-07-17 02:11:24.043736+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 18, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "tool": { "name": "Before-After-Bridge", "slug": "before-after-bridge", "status": "active", "bestFor": null, "canonId": "019dd956-8604-7188-883f-42370288ad05", "version": 1, "bodyDocId": null, "description": "Narrative structure: Paint the before, show the after, explain the bridge", "familyLabel": null, "categoryName": "Block", "categorySlug": "block" }, "agent": "Storyteller", "layer": "slide", "agents": [ "Storyteller" ], "matchId": "a296eed5-2725-42a3-b043-9253541d7d8f", "evidence": "In 2005, BPS had a per pupil spending rate of $15,915, by 2015, that same rate had grown to $20,568.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.6, "extraction": { "at": "2026-07-17 02:11:17.306777+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 31, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "tool": { "name": "Problem Statement Canvas", "slug": "problem-statement-canvas", "status": "active", "bestFor": null, "canonId": "019dd956-839d-744b-ad11-9bf3e3642a18", "version": 1, "bodyDocId": null, "description": "Structured definition of the problem: What? Who? Where? When? Scale?", "familyLabel": null, "categoryName": "Block", "categorySlug": "block" }, "agent": "Architect", "layer": "slide", "agents": [ "Architect" ], "matchId": "e8c4f1c4-f6c2-4310-927e-277d62e32da0", "evidence": "The BPS budget has not accounted for student declines...", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.7, "extraction": { "at": "2026-07-17 02:11:17.269606+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 31, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "tool": { "name": "Analytical method", "slug": "analytical-method", "status": "active", "bestFor": null, "canonId": "b42c4911-7946-49b5-951c-5f3d23f4e2bd", "version": 1, "bodyDocId": null, "description": "Diagnostic / structuring methods (5-whys, fishbone, issue tree, hypothesis-driven).", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "2b219f65-f066-486a-b9af-823693fc13bb", "evidence": "If BPS were to decrease staff with future enrollment trends and historical central office FTE counts, BPS would shrink by ~7-10%.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.7, "extraction": { "at": "2026-07-17 02:11:17.381193+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 32, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null }, { "tool": { "name": "Audience Definition", "slug": "audience-definition", "status": "active", "bestFor": null, "canonId": "019dd956-7f2a-775d-aeee-ff099bcb7756", "version": 1, "bodyDocId": null, "description": "Six key questions: Who are they? What do they know? What do they believe? What do they care about? What do they fear? What decisions can they make?", "familyLabel": null, "categoryName": "Block", "categorySlug": "block" }, "agent": "Storyteller", "layer": "slide", "agents": [ "Storyteller" ], "matchId": "e62b39bd-08c9-4b3f-b9f1-e73e24fa8f98", "evidence": "BPS is a diverse system, whose demographics differ from Boston overall", "pageRefs": null, "priority": "Core", "whenToUse": null, "confidence": 0.6, "extraction": { "at": "2026-07-17 02:11:17.494877+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 34, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "tool": { "name": "Comparison frame", "slug": "comparison-frame", "status": "active", "bestFor": null, "canonId": "019dd9e1-484b-7399-a4fc-d14644b99f93", "version": 1, "bodyDocId": null, "description": "Two or more states/subjects placed side by side to expose a gap.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "756791c8-59c9-4cd1-a9dc-5ac9e17af827", "evidence": "BPS has a significantly higher rate of students qualifying for Free and reduced meals than the state and nation", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.7, "extraction": { "at": "2026-07-17 02:11:17.567994+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 35, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null }, { "tool": { "name": "Executive summary", "slug": "executive-summary", "status": "active", "bestFor": null, "canonId": "019dd9e1-4b63-72d5-9734-da757d91ca61", "version": 1, "bodyDocId": null, "description": "A condensed view of the entire argument on a single slide / block.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "40919716-85f9-4df5-b896-29fb51a05395", "evidence": "System performance summary", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.8, "extraction": { "at": "2026-07-17 02:11:17.792383+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 40, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null }, { "tool": { "name": "Slide recipe: the peer-gap chart", "slug": "peer-gap-chart-recipe", "status": "active", "bestFor": null, "canonId": "019df269-2b04-75bc-ad85-e0179264bdd7", "version": 1, "bodyDocId": "019df269-2ae1-771d-9cd1-193a2e25f21c", "description": "The single most-copied slide in activism. This is the exact layout, used", "familyLabel": "slide-recipe", "categoryName": "Slide", "categorySlug": "slide" }, "agent": "designer", "layer": "slide", "agents": [ "designer" ], "matchId": "bb29f124-6d62-4a29-b4a3-95ff5fa3820e", "evidence": "peer_benchmark type and chart/line components", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.8, "extraction": { "at": "2026-07-17 02:11:25.644871+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 43, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "tool": { "name": "Problem Statement Canvas", "slug": "problem-statement-canvas", "status": "active", "bestFor": null, "canonId": "019dd956-839d-744b-ad11-9bf3e3642a18", "version": 1, "bodyDocId": null, "description": "Structured definition of the problem: What? Who? Where? When? Scale?", "familyLabel": null, "categoryName": "Block", "categorySlug": "block" }, "agent": "Architect", "layer": "slide", "agents": [ "Architect" ], "matchId": "19d40e01-4c86-4f49-b477-2236b4f50a49", "evidence": "problem_statement type and callout/primary component", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.7, "extraction": { "at": "2026-07-17 02:11:25.713905+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 44, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "tool": { "name": "Slide recipe: the peer-gap chart", "slug": "peer-gap-chart-recipe", "status": "active", "bestFor": null, "canonId": "019df269-2b04-75bc-ad85-e0179264bdd7", "version": 1, "bodyDocId": "019df269-2ae1-771d-9cd1-193a2e25f21c", "description": "The single most-copied slide in activism. This is the exact layout, used", "familyLabel": "slide-recipe", "categoryName": "Slide", "categorySlug": "slide" }, "agent": "designer", "layer": "slide", "agents": [ "designer" ], "matchId": "222defd9-b23a-486b-b36d-8b354e1842a9", "evidence": "peer_benchmark, chart/bar-horizontal", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.9, "extraction": { "at": "2026-07-17 02:11:30.293942+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 55, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "tool": { "name": "Problem Statement Canvas", "slug": "problem-statement-canvas", "status": "active", "bestFor": null, "canonId": "019dd956-839d-744b-ad11-9bf3e3642a18", "version": 1, "bodyDocId": null, "description": "Structured definition of the problem: What? Who? Where? When? Scale?", "familyLabel": null, "categoryName": "Block", "categorySlug": "block" }, "agent": "Architect", "layer": "slide", "agents": [ "Architect" ], "matchId": "c5b7c515-2199-410d-87ec-de67acddaafd", "evidence": "problem_statement, list/bullet, callout/primary", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.7, "extraction": { "at": "2026-07-17 02:11:30.3659+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 56, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "tool": { "name": "2x2 matrix", "slug": "matrix-2x2", "status": "active", "bestFor": null, "canonId": "019dd9e1-50ab-72d1-8afb-3ab0a38e32a8", "version": 1, "bodyDocId": null, "description": "BCG matrix, importance/urgency, any axes-and-quadrants frame.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "3e9b4d95-04f6-40d2-b1ab-fc5e89c8775e", "evidence": "comparison_table, framework/instance, 2x2 Matrix", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.8, "extraction": { "at": "2026-07-17 02:11:30.690172+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 64, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null }, { "tool": { "name": "2x2 matrix", "slug": "matrix-2x2", "status": "active", "bestFor": null, "canonId": "019dd9e1-50ab-72d1-8afb-3ab0a38e32a8", "version": 1, "bodyDocId": null, "description": "BCG matrix, importance/urgency, any axes-and-quadrants frame.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "a0546d9f-742f-4090-89a9-ba60ab6a7871", "evidence": "The table structure with areas and factors to consider suggests a 2x2 matrix.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.7, "extraction": { "at": "2026-07-17 02:11:36.709817+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 67, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null }, { "tool": { "name": "Slide recipe: the peer-gap chart", "slug": "peer-gap-chart-recipe", "status": "active", "bestFor": null, "canonId": "019df269-2b04-75bc-ad85-e0179264bdd7", "version": 1, "bodyDocId": "019df269-2ae1-771d-9cd1-193a2e25f21c", "description": "The single most-copied slide in activism. This is the exact layout, used", "familyLabel": "slide-recipe", "categoryName": "Slide", "categorySlug": "slide" }, "agent": "designer", "layer": "slide", "agents": [ "designer" ], "matchId": "c7978a56-8261-450b-b20e-19a40964adf2", "evidence": "Bubble chart showing district size vs CRPE choice score with bubble size as spend per student", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.8, "extraction": { "at": "2026-07-17 02:11:21.652894+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 79, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "tool": { "name": "Executive summary", "slug": "executive-summary", "status": "active", "bestFor": null, "canonId": "019dd9e1-4b63-72d5-9734-da757d91ca61", "version": 1, "bodyDocId": null, "description": "A condensed view of the entire argument on a single slide / block.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "791dac32-a690-4848-9362-6e8d55e4b8d3", "evidence": "list/bullet: Challenges: Currently 20% of BPS students are identified SWD... Special education funds are more than a quarter of BPS budget...", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.9, "extraction": { "at": "2026-07-17 02:11:21.720934+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 80, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null }, { "tool": { "name": "Executive summary", "slug": "executive-summary", "status": "active", "bestFor": null, "canonId": "019dd9e1-4b63-72d5-9734-da757d91ca61", "version": 1, "bodyDocId": null, "description": "A condensed view of the entire argument on a single slide / block.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "e87f4bef-749c-42b4-8324-fba820e9b6ee", "evidence": "list/bullet: BPS has developed adequate systems for tracking school-level data, but does not always use this data to manage for outcomes.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.9, "extraction": { "at": "2026-07-17 02:11:21.854658+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 83, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null }, { "tool": { "name": "List presentation", "slug": "list-presentation", "status": "active", "bestFor": null, "canonId": "019dd9e1-4ef7-777d-ba68-9074c2b3bcf1", "version": 1, "bodyDocId": null, "description": "Bulleted, numbered, or checklist enumerations.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "2f729313-f156-442b-a530-ba2b082ce9eb", "evidence": "list/bullet: Challenges: Outdated math curricula, lack of alignment, resource constraints, integration issues with ELL/SPED, fidelity concerns.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.8, "extraction": { "at": "2026-07-17 02:11:23.088536+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 91, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null }, { "tool": { "name": "Problem Statement Canvas", "slug": "problem-statement-canvas", "status": "active", "bestFor": null, "canonId": "019dd956-839d-744b-ad11-9bf3e3642a18", "version": 1, "bodyDocId": null, "description": "Structured definition of the problem: What? Who? Where? When? Scale?", "familyLabel": null, "categoryName": "Block", "categorySlug": "block" }, "agent": "Architect", "layer": "slide", "agents": [ "Architect" ], "matchId": "2f9fd6c7-ce8e-4e12-820f-9625d91c0980", "evidence": "list/bullet: Challenges: Outdated math curricula, lack of alignment, resource constraints, integration issues with ELL/SPED, fidelity concerns.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.7, "extraction": { "at": "2026-07-17 02:11:23.055575+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 91, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "tool": { "name": "Executive summary", "slug": "executive-summary", "status": "active", "bestFor": null, "canonId": "019dd9e1-4b63-72d5-9734-da757d91ca61", "version": 1, "bodyDocId": null, "description": "A condensed view of the entire argument on a single slide / block.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "49cbec39-f4a7-478a-aea3-abec4865f73a", "evidence": "title: Student assignment, type: executive_summary", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.9, "extraction": { "at": "2026-07-17 02:11:23.159907+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 92, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null }, { "tool": { "name": "Executive summary", "slug": "executive-summary", "status": "active", "bestFor": null, "canonId": "019dd9e1-4b63-72d5-9734-da757d91ca61", "version": 1, "bodyDocId": null, "description": "A condensed view of the entire argument on a single slide / block.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "2631bc83-81cc-4665-b42a-96d1edb226e7", "evidence": "title: Parent Engagement, type: executive_summary", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.9, "extraction": { "at": "2026-07-17 02:11:23.231723+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 93, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null }, { "tool": { "name": "Executive summary", "slug": "executive-summary", "status": "active", "bestFor": null, "canonId": "019dd9e1-4b63-72d5-9734-da757d91ca61", "version": 1, "bodyDocId": null, "description": "A condensed view of the entire argument on a single slide / block.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "318e9608-ca74-4671-b2f1-dc11c8ff7c4a", "evidence": "title: Union contract implementation, management and negotiation, type: executive_summary", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.9, "extraction": { "at": "2026-07-17 02:11:23.303556+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 94, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null }, { "tool": { "name": "Executive summary", "slug": "executive-summary", "status": "active", "bestFor": null, "canonId": "019dd9e1-4b63-72d5-9734-da757d91ca61", "version": 1, "bodyDocId": null, "description": "A condensed view of the entire argument on a single slide / block.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "c0cca5df-b15b-4a9e-a733-3a7ce147fa5d", "evidence": "title: General staffing and recruiting policies and procedures, type: executive_summary", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.9, "extraction": { "at": "2026-07-17 02:11:23.374533+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 95, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null }, { "tool": { "name": "List presentation", "slug": "list-presentation", "status": "active", "bestFor": null, "canonId": "019dd9e1-4ef7-777d-ba68-9074c2b3bcf1", "version": 1, "bodyDocId": null, "description": "Bulleted, numbered, or checklist enumerations.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "e542fe7b-64df-4428-943f-30c396cd964b", "evidence": "list/bullet: Strengths: New network structure has pushed more resources to schools; superintendents have greater insights.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.8, "extraction": { "at": "2026-07-17 02:11:23.477753+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 96, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null }, { "tool": { "name": "Problem Statement Canvas", "slug": "problem-statement-canvas", "status": "active", "bestFor": null, "canonId": "019dd956-839d-744b-ad11-9bf3e3642a18", "version": 1, "bodyDocId": null, "description": "Structured definition of the problem: What? Who? Where? When? Scale?", "familyLabel": null, "categoryName": "Block", "categorySlug": "block" }, "agent": "Architect", "layer": "slide", "agents": [ "Architect" ], "matchId": "b8861968-47e7-456b-b68f-6cfecf9951c1", "evidence": "list/bullet: Strengths: New network structure has pushed more resources to schools; superintendents have greater insights.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.7, "extraction": { "at": "2026-07-17 02:11:23.443165+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 96, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "tool": { "name": "Executive summary", "slug": "executive-summary", "status": "active", "bestFor": null, "canonId": "019dd9e1-4b63-72d5-9734-da757d91ca61", "version": 1, "bodyDocId": null, "description": "A condensed view of the entire argument on a single slide / block.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "117ed558-7984-412b-b6a4-14d298d73e40", "evidence": "title: Instructional staffing, type: executive_summary", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.9, "extraction": { "at": "2026-07-17 02:11:23.545913+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 97, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null }, { "tool": { "name": "List presentation", "slug": "list-presentation", "status": "active", "bestFor": null, "canonId": "019dd9e1-4ef7-777d-ba68-9074c2b3bcf1", "version": 1, "bodyDocId": null, "description": "Bulleted, numbered, or checklist enumerations.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "4569a15c-042c-46be-bf7a-79307dd63e32", "evidence": "list/bullet: Human Capital systems tracks licenses and identifies areas of need, but poor PD and expectations that teachers will self-certify lead to occasional delays.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.8, "extraction": { "at": "2026-07-17 02:11:23.648929+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 98, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null }, { "tool": { "name": "Problem Statement Canvas", "slug": "problem-statement-canvas", "status": "active", "bestFor": null, "canonId": "019dd956-839d-744b-ad11-9bf3e3642a18", "version": 1, "bodyDocId": null, "description": "Structured definition of the problem: What? Who? Where? When? Scale?", "familyLabel": null, "categoryName": "Block", "categorySlug": "block" }, "agent": "Architect", "layer": "slide", "agents": [ "Architect" ], "matchId": "2ab6745a-008a-4ee3-a1da-a82e5ca809f9", "evidence": "list/bullet: Human Capital systems tracks licenses and identifies areas of need, but poor PD and expectations that teachers will self-certify lead to occasional delays.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.7, "extraction": { "at": "2026-07-17 02:11:23.614373+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 98, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "tool": { "name": "List presentation", "slug": "list-presentation", "status": "active", "bestFor": null, "canonId": "019dd9e1-4ef7-777d-ba68-9074c2b3bcf1", "version": 1, "bodyDocId": null, "description": "Bulleted, numbered, or checklist enumerations.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "4340484d-20f0-4cea-8013-3c4d3f5fb921", "evidence": "list/comparison: Strengths: Structurally, no one can be hired at BPS without completing CORI / SORI checks.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.8, "extraction": { "at": "2026-07-17 02:11:23.753355+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 99, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null }, { "tool": { "name": "Problem Statement Canvas", "slug": "problem-statement-canvas", "status": "active", "bestFor": null, "canonId": "019dd956-839d-744b-ad11-9bf3e3642a18", "version": 1, "bodyDocId": null, "description": "Structured definition of the problem: What? Who? Where? When? Scale?", "familyLabel": null, "categoryName": "Block", "categorySlug": "block" }, "agent": "Architect", "layer": "slide", "agents": [ "Architect" ], "matchId": "4b3f1d3f-3edd-4227-a842-b864ffbd2c3b", "evidence": "list/comparison: Strengths: Structurally, no one can be hired at BPS without completing CORI / SORI checks.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.7, "extraction": { "at": "2026-07-17 02:11:23.71886+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 99, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "tool": { "name": "List presentation", "slug": "list-presentation", "status": "active", "bestFor": null, "canonId": "019dd9e1-4ef7-777d-ba68-9074c2b3bcf1", "version": 1, "bodyDocId": null, "description": "Bulleted, numbered, or checklist enumerations.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "005a75c9-a330-45a7-a119-35c1b92f274e", "evidence": "list/bullet: BPS does not have a unified strategy for securing external funds, leaving applications and efforts largely to the department and school level.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.8, "extraction": { "at": "2026-07-17 02:11:23.856874+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 100, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null }, { "tool": { "name": "Problem Statement Canvas", "slug": "problem-statement-canvas", "status": "active", "bestFor": null, "canonId": "019dd956-839d-744b-ad11-9bf3e3642a18", "version": 1, "bodyDocId": null, "description": "Structured definition of the problem: What? Who? Where? When? Scale?", "familyLabel": null, "categoryName": "Block", "categorySlug": "block" }, "agent": "Architect", "layer": "slide", "agents": [ "Architect" ], "matchId": "b3af930e-a7b1-4c26-8c23-5dd00fbac995", "evidence": "list/bullet: BPS does not have a unified strategy for securing external funds, leaving applications and efforts largely to the department and school level.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.7, "extraction": { "at": "2026-07-17 02:11:23.823489+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 100, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "tool": { "name": "Call to action", "slug": "call-to-action", "status": "active", "bestFor": null, "canonId": "019dd9e1-4bbb-702a-9ead-82daf188bb7c", "version": 1, "bodyDocId": null, "description": "Explicit prescription of what the audience should do next.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "418f3a92-4d4c-4ceb-ac89-f9cd68a6ff07", "evidence": "callout/primary: Partnerships bring in ~$28M of funds from partners to bear on system.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.6, "extraction": { "at": "2026-07-17 02:11:23.960198+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 101, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null }, { "tool": { "name": "Problem Statement Canvas", "slug": "problem-statement-canvas", "status": "active", "bestFor": null, "canonId": "019dd956-839d-744b-ad11-9bf3e3642a18", "version": 1, "bodyDocId": null, "description": "Structured definition of the problem: What? Who? Where? When? Scale?", "familyLabel": null, "categoryName": "Block", "categorySlug": "block" }, "agent": "Architect", "layer": "slide", "agents": [ "Architect" ], "matchId": "4841504c-308a-4106-aacd-8f54f4cabe63", "evidence": "callout/primary: Partnerships bring in ~$28M of funds from partners to bear on system.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.7, "extraction": { "at": "2026-07-17 02:11:23.925771+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 101, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "tool": { "name": "List presentation", "slug": "list-presentation", "status": "active", "bestFor": null, "canonId": "019dd9e1-4ef7-777d-ba68-9074c2b3bcf1", "version": 1, "bodyDocId": null, "description": "Bulleted, numbered, or checklist enumerations.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "0da70d44-6cf1-453c-9b3e-7c2aafde5e7d", "evidence": "list/bullet: Summary points: Timekeeping is paper-based; requires manual keying.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.8, "extraction": { "at": "2026-07-17 02:11:24.064329+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 102, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null }, { "tool": { "name": "Problem Statement Canvas", "slug": "problem-statement-canvas", "status": "active", "bestFor": null, "canonId": "019dd956-839d-744b-ad11-9bf3e3642a18", "version": 1, "bodyDocId": null, "description": "Structured definition of the problem: What? Who? Where? When? Scale?", "familyLabel": null, "categoryName": "Block", "categorySlug": "block" }, "agent": "Architect", "layer": "slide", "agents": [ "Architect" ], "matchId": "9384b2c7-6be4-4b93-af09-297ac1411de9", "evidence": "list/bullet: Summary points: Timekeeping is paper-based; requires manual keying.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.7, "extraction": { "at": "2026-07-17 02:11:24.028857+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 102, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "tool": { "name": "Audience Definition", "slug": "audience-definition", "status": "active", "bestFor": null, "canonId": "019dd956-7f2a-775d-aeee-ff099bcb7756", "version": 1, "bodyDocId": null, "description": "Six key questions: Who are they? What do they know? What do they believe? What do they care about? What do they fear? What decisions can they make?", "familyLabel": null, "categoryName": "Block", "categorySlug": "block" }, "agent": "Storyteller", "layer": "slide", "agents": [ "Storyteller" ], "matchId": "fb42f90d-91bc-44ec-8b05-ccd29b392258", "evidence": "the components mention BPS and schools, indicating that the slide is tailored to a specific audience", "pageRefs": null, "priority": "Core", "whenToUse": null, "confidence": 0.7, "extraction": { "at": "2026-07-17 02:11:38.199509+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 115, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "tool": { "name": "2x2 matrix", "slug": "matrix-2x2", "status": "active", "bestFor": null, "canonId": "019dd9e1-50ab-72d1-8afb-3ab0a38e32a8", "version": 1, "bodyDocId": null, "description": "BCG matrix, importance/urgency, any axes-and-quadrants frame.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "14ef912f-80e5-49ad-bb07-e47c7ff6cb65", "evidence": "the components do not explicitly show a 2x2 matrix, but there is a table with data", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.5, "extraction": { "at": "2026-07-17 02:11:38.267163+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 116, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null }, { "tool": { "name": "Chart Selection Guide", "slug": "chart-selection-guide", "status": "active", "bestFor": null, "canonId": "019dd956-b1a0-700b-ba17-0e16c4d5bcae", "version": 1, "bodyDocId": null, "description": "Choosing the right chart type for your data and message", "familyLabel": null, "categoryName": "Slide", "categorySlug": "slide" }, "agent": "Designer", "layer": "slide", "agents": [ "Designer" ], "matchId": "2164747d-c261-44db-ba3c-cdda3fd441d7", "evidence": "the slide features a bar chart, indicating a consideration of chart selection", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.5, "extraction": { "at": "2026-07-17 02:11:38.335554+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 117, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "tool": { "name": "Before-After-Bridge", "slug": "before-after-bridge", "status": "active", "bestFor": null, "canonId": "019dd956-8604-7188-883f-42370288ad05", "version": 1, "bodyDocId": null, "description": "Narrative structure: Paint the before, show the after, explain the bridge", "familyLabel": null, "categoryName": "Block", "categorySlug": "block" }, "agent": "Storyteller", "layer": "slide", "agents": [ "Storyteller" ], "matchId": "984266fe-0bef-4c80-8578-d4d5991a0d73", "evidence": "the slide presents a comparison between past enrollment and building capacity", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.5, "extraction": { "at": "2026-07-17 02:11:38.403434+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 118, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "tool": { "name": "Waterfall chart", "slug": "waterfall-chart", "status": "active", "bestFor": null, "canonId": "e2799da3-725f-44a9-a093-570f1f388e64", "version": 1, "bodyDocId": null, "description": null, "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "3099fb63-9bcb-4f80-80c6-108e02e91810", "evidence": "the slide features a line chart showing student population vs building capacity", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.8, "extraction": { "at": "2026-07-17 02:11:38.4361+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 118, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "tool": { "name": "Slide recipe: the peer-gap chart", "slug": "peer-gap-chart-recipe", "status": "active", "bestFor": null, "canonId": "019df269-2b04-75bc-ad85-e0179264bdd7", "version": 1, "bodyDocId": "019df269-2ae1-771d-9cd1-193a2e25f21c", "description": "The single most-copied slide in activism. This is the exact layout, used", "familyLabel": "slide-recipe", "categoryName": "Slide", "categorySlug": "slide" }, "agent": "designer", "layer": "slide", "agents": [ "designer" ], "matchId": "a7e90d98-806a-4530-8f05-00fa0be9ddb6", "evidence": "the slide presents a comparison of student-teacher ratios with peer districts", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.7, "extraction": { "at": "2026-07-17 02:11:38.504837+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 119, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "tool": { "name": "Table data", "slug": "table-data", "status": "active", "bestFor": null, "canonId": "019dd9e1-4fab-7168-a82f-b847350a006d", "version": 1, "bodyDocId": null, "description": "Tabular layouts of structured data.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "6519d9e8-8e8d-4d39-a335-49f5ff4a77ca", "evidence": "the slide features a detailed table with cost breakdown data", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.9, "extraction": { "at": "2026-07-17 02:11:38.573492+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 120, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null }, { "tool": { "name": "Waterfall chart", "slug": "waterfall-chart", "status": "active", "bestFor": null, "canonId": "e2799da3-725f-44a9-a093-570f1f388e64", "version": 1, "bodyDocId": null, "description": null, "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "481c77ad-b43e-4b65-af93-e2cfc4fe8044", "evidence": "the slide features a waterfall chart showing projected run-rate value", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.8, "extraction": { "at": "2026-07-17 02:11:38.741501+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 124, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "tool": { "name": "List presentation", "slug": "list-presentation", "status": "active", "bestFor": null, "canonId": "019dd9e1-4ef7-777d-ba68-9074c2b3bcf1", "version": 1, "bodyDocId": null, "description": "Bulleted, numbered, or checklist enumerations.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "25f85cd3-c95b-412b-b9f1-75baf32496e7", "evidence": "list/bullet: Greater portfolio of teacher supports and resources, Funds to build 1 state-of-the-art high school, Guaranteed set of electives or specials at all schools", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.7, "extraction": { "at": "2026-07-17 03:50:37.98205+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 126, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null }, { "tool": { "name": "Executive summary", "slug": "executive-summary", "status": "active", "bestFor": null, "canonId": "019dd9e1-4b63-72d5-9734-da757d91ca61", "version": 1, "bodyDocId": null, "description": "A condensed view of the entire argument on a single slide / block.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "dc623102-149d-44ef-ad58-d5db9dc2a562", "evidence": "The slide is titled 'Executive Summary' and contains a list/bullet of key points related to BPS' special education budget and plans.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.9, "extraction": { "at": "2026-07-17 02:11:24.619018+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 130, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null }, { "tool": { "name": "Executive summary", "slug": "executive-summary", "status": "active", "bestFor": null, "canonId": "019dd9e1-4b63-72d5-9734-da757d91ca61", "version": 1, "bodyDocId": null, "description": "A condensed view of the entire argument on a single slide / block.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "e0e29511-68c1-4ae4-a01c-ef3efa4f136f", "evidence": "The slide is titled '73% of special education costs are in three areas: classroom staff, transportation and private placements' and contains a hierarchical breakdown of BPS special education spending.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.9, "extraction": { "at": "2026-07-17 02:11:24.722167+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 132, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null }, { "tool": { "name": "List presentation", "slug": "list-presentation", "status": "active", "bestFor": null, "canonId": "019dd9e1-4ef7-777d-ba68-9074c2b3bcf1", "version": 1, "bodyDocId": null, "description": "Bulleted, numbered, or checklist enumerations.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "4d3a0df1-7205-4409-afa7-201a9b415ee2", "evidence": "list/bullet: BPS' distribution is mostly aligned with the state, with some potential opportunity in Intellectual classification.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.8, "extraction": { "at": "2026-07-17 02:11:27.430996+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 140, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null }, { "tool": { "name": "Table data", "slug": "table-data", "status": "active", "bestFor": null, "canonId": "019dd9e1-4fab-7168-a82f-b847350a006d", "version": 1, "bodyDocId": null, "description": "Tabular layouts of structured data.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "f6bc8011-25f2-445b-8273-a50acfc77ac3", "evidence": "table/data: Area of opportunity, Description, Potential opportunity.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.8, "extraction": { "at": "2026-07-17 02:11:27.505334+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 141, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null }, { "tool": { "name": "Action Titles", "slug": "action-titles", "status": "active", "bestFor": "Any decision-grade deliverable — strategy recommendation, board update, investment memo, M&A review, post-mortem — where the reader is being asked to agree, decide, or act and will skim the title bar at speed.", "canonId": "019dd956-ac70-700b-a608-ba58e78f5dcc", "version": 1, "bodyDocId": "816dad3c-9983-41c1-a86e-978ebd582841", "description": "The McKinsey-bred discipline of writing every slide title as a complete declarative sentence with a verb and an insight, not a topic label. Each title is a sub-claim that ladders up to the deck's governing thought; read in sequence, the titles reconstruct the executive summary.", "familyLabel": null, "categoryName": "Slide", "categorySlug": "slide" }, "agent": "Architect", "layer": "slide", "agents": [ "Architect" ], "matchId": "b5b0a86f-a6c9-44a7-b25b-4fedf80c0638", "evidence": "title/action-title: BPS has additional opportunities outside the classroom around policy and contract negotiations to improve SPED services while also lowering costs", "pageRefs": null, "priority": "Core", "whenToUse": "Any decision-grade deliverable — strategy recommendation, board update, investment memo, M&A review, post-mortem — where the reader is being asked to agree, decide, or act and will skim the title bar at speed.", "confidence": 0.8, "extraction": { "at": "2026-07-17 02:11:27.585033+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 142, "whyItWorks": "Solves two failure modes at once. (1) The buried claim: action titles place the conclusion on the page before any analysis is read, so a busy reader doesn't reverse-engineer it from the chart. (2) The spineless deck: because each title is a claim, slides have to ladder up to the governing thought; logical gaps become visible as topic-shaped titles in a sequence that no longer reads as a story.", "antipattern": "Topic labels disguised as titles — Volume by quarter, Key findings, Pricing strategy, Margins have been impacted. No verb, or a passive verb with no agent, or a fact (Revenue grew 12%) without the so-what. Also: titles that overreach the chart's evidence, multi-claim X-grew-but-Y-fell welded titles, and mechanical repetition of the same X-drove-Y template across the deck.", "cardinality": null, "narrativePurpose": "Forces the deck to carry its argument in the title bar so a senior reader can extract the recommendation without opening a single slide; converts a binder of topics into a navigable pyramid where every slide is a node defending the apex." }, { "tool": { "name": "Table data", "slug": "table-data", "status": "active", "bestFor": null, "canonId": "019dd9e1-4fab-7168-a82f-b847350a006d", "version": 1, "bodyDocId": null, "description": "Tabular layouts of structured data.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "4f9bb3b9-7af4-40ac-99dd-41a4cdbbd900", "evidence": "table/data: Area of opportunity: Clerks, SPED Coordinators, SPED zone alignment, Bus attendants.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.8, "extraction": { "at": "2026-07-17 02:11:27.622419+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 142, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null }, { "tool": { "name": "Audience Definition", "slug": "audience-definition", "status": "active", "bestFor": null, "canonId": "019dd956-7f2a-775d-aeee-ff099bcb7756", "version": 1, "bodyDocId": null, "description": "Six key questions: Who are they? What do they know? What do they believe? What do they care about? What do they fear? What decisions can they make?", "familyLabel": null, "categoryName": "Block", "categorySlug": "block" }, "agent": "Storyteller", "layer": "slide", "agents": [ "Storyteller" ], "matchId": "6284a395-e465-4a2d-b5f9-e6bb2f4a6607", "evidence": "BPS aspires to move up to 80% of SWD into inclusion classrooms, leaving just those with disabilities that make inclusion inappropriate in substantially separate classrooms, movement of roughly 2,500 students", "pageRefs": null, "priority": "Core", "whenToUse": null, "confidence": 0.7, "extraction": { "at": "2026-07-17 02:11:43.505182+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 151, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "tool": { "name": "Pyramid Principle", "slug": "pyramid-principle", "status": "active", "bestFor": "When the document has a single governing decision or recommendation the reader is asked to accept, and the case can be decomposed into a small number of clean groups. Strategy decks, board memos, investment committee papers.", "canonId": "019dd956-7cbd-7219-a477-c871e2bc1aff", "version": 1, "bodyDocId": "88b6ac56-b880-46f9-8621-ef3491ab6235", "description": "Lead with the answer; group three to five MECE supports beneath it; recurse one level down. Top-down hierarchical structure for any document with a single recommendation.", "familyLabel": null, "categoryName": "Block", "categorySlug": "block" }, "agent": "Architect", "layer": "slide", "agents": [ "Architect" ], "matchId": "512e8668-e449-41ee-9d0a-e4e965874e5b", "evidence": "list/bullet: A 2014 state of Massachusetts report found that across the state, “students with disabilities who had full inclusion placements appeared to outperform similar students who were not included to the same exten", "pageRefs": null, "priority": "Core", "whenToUse": "When the document has a single governing decision or recommendation the reader is asked to accept, and the case can be decomposed into a small number of clean groups. Strategy decks, board memos, investment committee papers.", "confidence": 0.5, "extraction": { "at": "2026-07-17 02:11:43.540553+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 151, "whyItWorks": "Solves the two failure modes of expert communication at once: (1) the long climb where readers wait pages for the answer, and (2) logical mush from non-MECE groupings. Progressive disclosure lets a reader stop at any depth and get the right information.", "antipattern": "Chronological structure (\"what we did, what we found, what we conclude\") instead of logical hierarchy. Top-of-pyramid that is a topic (\"strategic options\") instead of an answer (\"pursue Option B because...\"). Non-MECE supports that overlap or fail to cover the universe.", "cardinality": null, "narrativePurpose": "Transfer conviction with minimum reader effort by mirroring how decision-makers consume information: answer first, scaffolding behind." }, { "tool": { "name": "Before-After-Bridge", "slug": "before-after-bridge", "status": "active", "bestFor": null, "canonId": "019dd956-8604-7188-883f-42370288ad05", "version": 1, "bodyDocId": null, "description": "Narrative structure: Paint the before, show the after, explain the bridge", "familyLabel": null, "categoryName": "Block", "categorySlug": "block" }, "agent": "Storyteller", "layer": "slide", "agents": [ "Storyteller" ], "matchId": "63a2c875-82aa-4d09-97c4-ac5f9ac9e002", "evidence": "The move towards inclusion at BPS is underway in the current school year. A phasing-in of inclusion by BPS network (e.g., A-G) begins next year with Network A, with two more networks every year for the follo", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.6, "extraction": { "at": "2026-07-17 02:11:43.608781+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 152, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "tool": { "name": "Chart Selection Guide", "slug": "chart-selection-guide", "status": "active", "bestFor": null, "canonId": "019dd956-b1a0-700b-ba17-0e16c4d5bcae", "version": 1, "bodyDocId": null, "description": "Choosing the right chart type for your data and message", "familyLabel": null, "categoryName": "Slide", "categorySlug": "slide" }, "agent": "Designer", "layer": "slide", "agents": [ "Designer" ], "matchId": "c26d2535-86be-4363-9782-fc6dc984b200", "evidence": "chart/bar-stacked: Additional classrooms # inclusion classrooms added annually", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.7, "extraction": { "at": "2026-07-17 02:11:43.67824+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 153, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "tool": { "name": "Chart Selection Guide", "slug": "chart-selection-guide", "status": "active", "bestFor": null, "canonId": "019dd956-b1a0-700b-ba17-0e16c4d5bcae", "version": 1, "bodyDocId": null, "description": "Choosing the right chart type for your data and message", "familyLabel": null, "categoryName": "Slide", "categorySlug": "slide" }, "agent": "Designer", "layer": "slide", "agents": [ "Designer" ], "matchId": "a730d885-5402-4164-8348-98daf355fb48", "evidence": "chart/bar-stacked: Additional FTE's # FTE's of each type added per year", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.7, "extraction": { "at": "2026-07-17 02:11:43.784043+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 155, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "tool": { "name": "Chart Selection Guide", "slug": "chart-selection-guide", "status": "active", "bestFor": null, "canonId": "019dd956-b1a0-700b-ba17-0e16c4d5bcae", "version": 1, "bodyDocId": null, "description": "Choosing the right chart type for your data and message", "familyLabel": null, "categoryName": "Slide", "categorySlug": "slide" }, "agent": "Designer", "layer": "slide", "agents": [ "Designer" ], "matchId": "30a9812c-693d-4928-b64b-81bcc149d899", "evidence": "chart/bar-stacked: SPED spend on substantially separate classroom support", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.7, "extraction": { "at": "2026-07-17 02:11:43.85188+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 156, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "tool": { "name": "Executive summary", "slug": "executive-summary", "status": "active", "bestFor": null, "canonId": "019dd9e1-4b63-72d5-9734-da757d91ca61", "version": 1, "bodyDocId": null, "description": "A condensed view of the entire argument on a single slide / block.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "217cc8d4-c026-4557-b440-f2d01bc17903", "evidence": "list/bullet: There are also potential areas for improvement that BPS can focus on to be more effective at serving the students and the city at-large.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.9, "extraction": { "at": "2026-07-17 02:11:43.954363+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 158, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null }, { "tool": { "name": "List presentation", "slug": "list-presentation", "status": "active", "bestFor": null, "canonId": "019dd9e1-4ef7-777d-ba68-9074c2b3bcf1", "version": 1, "bodyDocId": null, "description": "Bulleted, numbered, or checklist enumerations.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "7b78b004-762d-45f4-9bdc-de8f0c72d9e3", "evidence": "list/bullet: Strengths, Areas for improvement, and Great examples in departments", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.8, "extraction": { "at": "2026-07-17 02:11:43.211968+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 163, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null }, { "tool": { "name": "Problem Statement Canvas", "slug": "problem-statement-canvas", "status": "active", "bestFor": null, "canonId": "019dd956-839d-744b-ad11-9bf3e3642a18", "version": 1, "bodyDocId": null, "description": "Structured definition of the problem: What? Who? Where? When? Scale?", "familyLabel": null, "categoryName": "Block", "categorySlug": "block" }, "agent": "Architect", "layer": "slide", "agents": [ "Architect" ], "matchId": "da74bd15-aca0-444e-9f26-288ac0271b33", "evidence": "quote/testimonial: Since I receive no support and I don't know that it is worth my time, an employee's professional development is his/her own responsibility", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.7, "extraction": { "at": "2026-07-17 02:11:43.284889+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 164, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "tool": { "name": "Problem Statement Canvas", "slug": "problem-statement-canvas", "status": "active", "bestFor": null, "canonId": "019dd956-839d-744b-ad11-9bf3e3642a18", "version": 1, "bodyDocId": null, "description": "Structured definition of the problem: What? Who? Where? When? Scale?", "familyLabel": null, "categoryName": "Block", "categorySlug": "block" }, "agent": "Architect", "layer": "slide", "agents": [ "Architect" ], "matchId": "a455cb20-540b-4832-bd1e-abe32655f2c4", "evidence": "quote/testimonial: I feel like I have never received meaningful feedback and I've not once been evaluated since starting my job.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.7, "extraction": { "at": "2026-07-17 02:11:43.359287+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 165, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "tool": { "name": "List presentation", "slug": "list-presentation", "status": "active", "bestFor": null, "canonId": "019dd9e1-4ef7-777d-ba68-9074c2b3bcf1", "version": 1, "bodyDocId": null, "description": "Bulleted, numbered, or checklist enumerations.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "b1259bf8-4c2e-4f2b-a05d-08b40b5590bc", "evidence": "list/bullet: Central Office Staff: Clearer role descriptions, goals, and reporting structures; Tighter alignment with district goals; Stronger professional development.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.8, "extraction": { "at": "2026-07-17 02:11:43.433746+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 166, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null }, { "tool": { "name": "Table data", "slug": "table-data", "status": "active", "bestFor": null, "canonId": "019dd9e1-4fab-7168-a82f-b847350a006d", "version": 1, "bodyDocId": null, "description": "Tabular layouts of structured data.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "93e235e0-64ac-4f44-a468-28f7ce23f345", "evidence": "table/data: Food services, Personnel, Transportation, Maintenance, Description, Savings opportunities, $ Millions per year", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.8, "extraction": { "at": "2026-07-17 02:11:43.543794+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 168, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null }, { "tool": { "name": "Chartjunk Elimination", "slug": "chartjunk-elimination", "status": "active", "bestFor": null, "canonId": "019dd956-b49e-7453-ab01-b60f338eeda1", "version": 1, "bodyDocId": null, "description": "Remove decorative elements that don't convey data: 3D effects, shadows, unnecessary gridlines", "familyLabel": null, "categoryName": "Slide", "categorySlug": "slide" }, "agent": "Designer", "layer": "slide", "agents": [ "Designer" ], "matchId": "2aea3fbe-bd12-4163-8d52-1c3ed4b00361", "evidence": "chart/bar-stacked: Direct labor and food costs of BPS cafeteria sites and Whitson satellite sites", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.7, "extraction": { "at": "2026-07-17 02:11:43.688554+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 171, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "tool": { "name": "Chart Selection Guide", "slug": "chart-selection-guide", "status": "active", "bestFor": null, "canonId": "019dd956-b1a0-700b-ba17-0e16c4d5bcae", "version": 1, "bodyDocId": null, "description": "Choosing the right chart type for your data and message", "familyLabel": null, "categoryName": "Slide", "categorySlug": "slide" }, "agent": "Designer", "layer": "slide", "agents": [ "Designer" ], "matchId": "f8fdeb09-bd8f-41f2-8eff-6088dbfea096", "evidence": "chart/bar-horizontal: Lunch participation % of students buying lunch", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.7, "extraction": { "at": "2026-07-17 02:11:43.834611+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 174, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "tool": { "name": "Waterfall chart", "slug": "waterfall-chart", "status": "active", "bestFor": null, "canonId": "e2799da3-725f-44a9-a093-570f1f388e64", "version": 1, "bodyDocId": null, "description": null, "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "4d0f89c1-3209-4f0e-a15f-c2d04faeb06d", "evidence": "The slide includes a waterfall chart showing 'Professional development spending $M, 2013-2014'.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.7, "extraction": { "at": "2026-07-17 02:11:28.276872+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 176, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "tool": { "name": "Table data", "slug": "table-data", "status": "active", "bestFor": null, "canonId": "019dd9e1-4fab-7168-a82f-b847350a006d", "version": 1, "bodyDocId": null, "description": "Tabular layouts of structured data.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "5c1f5c39-fd34-40e5-9d32-267bb86f7240", "evidence": "The slide includes a table with data on areas of opportunity for transportation.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.7, "extraction": { "at": "2026-07-17 02:11:28.497178+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 181, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null }, { "tool": { "name": "Action Titles", "slug": "action-titles", "status": "active", "bestFor": "Any decision-grade deliverable — strategy recommendation, board update, investment memo, M&A review, post-mortem — where the reader is being asked to agree, decide, or act and will skim the title bar at speed.", "canonId": "019dd956-ac70-700b-a608-ba58e78f5dcc", "version": 1, "bodyDocId": "816dad3c-9983-41c1-a86e-978ebd582841", "description": "The McKinsey-bred discipline of writing every slide title as a complete declarative sentence with a verb and an insight, not a topic label. Each title is a sub-claim that ladders up to the deck's governing thought; read in sequence, the titles reconstruct the executive summary.", "familyLabel": null, "categoryName": "Slide", "categorySlug": "slide" }, "agent": "Architect", "layer": "slide", "agents": [ "Architect" ], "matchId": "22a8b1ca-586c-46b1-a4b4-c7af5a4ec401", "evidence": "title/action-title: After determining the future state of BPS, the vision for the schools will best require alignment on approach towards key educational drivers, including school action guidelines and portfolio strategy", "pageRefs": null, "priority": "Core", "whenToUse": "Any decision-grade deliverable — strategy recommendation, board update, investment memo, M&A review, post-mortem — where the reader is being asked to agree, decide, or act and will skim the title bar at speed.", "confidence": 0.9, "extraction": { "at": "2026-07-17 02:11:30.512566+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 187, "whyItWorks": "Solves two failure modes at once. (1) The buried claim: action titles place the conclusion on the page before any analysis is read, so a busy reader doesn't reverse-engineer it from the chart. (2) The spineless deck: because each title is a claim, slides have to ladder up to the governing thought; logical gaps become visible as topic-shaped titles in a sequence that no longer reads as a story.", "antipattern": "Topic labels disguised as titles — Volume by quarter, Key findings, Pricing strategy, Margins have been impacted. No verb, or a passive verb with no agent, or a fact (Revenue grew 12%) without the so-what. Also: titles that overreach the chart's evidence, multi-claim X-grew-but-Y-fell welded titles, and mechanical repetition of the same X-drove-Y template across the deck.", "cardinality": null, "narrativePurpose": "Forces the deck to carry its argument in the title bar so a senior reader can extract the recommendation without opening a single slide; converts a binder of topics into a navigable pyramid where every slide is a node defending the apex." }, { "tool": { "name": "List presentation", "slug": "list-presentation", "status": "active", "bestFor": null, "canonId": "019dd9e1-4ef7-777d-ba68-9074c2b3bcf1", "version": 1, "bodyDocId": null, "description": "Bulleted, numbered, or checklist enumerations.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "3c6949db-5707-419f-b1af-bc2a6d2db816", "evidence": "list/bullet: School type and autonomy; School size; Enrollment and choice approach; System-wide options; School action approach", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.8, "extraction": { "at": "2026-07-17 02:11:30.547216+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 187, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null }, { "tool": { "name": "Comparison frame", "slug": "comparison-frame", "status": "active", "bestFor": null, "canonId": "019dd9e1-484b-7399-a4fc-d14644b99f93", "version": 1, "bodyDocId": null, "description": "Two or more states/subjects placed side by side to expose a gap.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "e370f9aa-bb85-4d69-944a-bb204d15974f", "evidence": "type: comparison_table", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.7, "extraction": { "at": "2026-07-17 02:11:30.615753+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 188, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null }, { "tool": { "name": "Table data", "slug": "table-data", "status": "active", "bestFor": null, "canonId": "019dd9e1-4fab-7168-a82f-b847350a006d", "version": 1, "bodyDocId": null, "description": "Tabular layouts of structured data.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "aa5bce98-74e4-474e-b2fc-8223e15650c9", "evidence": "table/data: Example constraints vs Potential policy changes", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.8, "extraction": { "at": "2026-07-17 02:11:30.6493+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 188, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null }, { "tool": { "name": "Analytical method", "slug": "analytical-method", "status": "active", "bestFor": null, "canonId": "b42c4911-7946-49b5-951c-5f3d23f4e2bd", "version": 1, "bodyDocId": null, "description": "Diagnostic / structuring methods (5-whys, fishbone, issue tree, hypothesis-driven).", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "16b80c0c-dd84-4913-b3c8-e8d6db419833", "evidence": "list/bullet: Objective: to provide a tool to support data driven decision-making in order to determine BPS footprint through the following: Comprehensive database, School-level snapshot, Academic performance, Target redu", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.7, "extraction": { "at": "2026-07-17 02:11:30.715999+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 189, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null }, { "tool": { "name": "Data Story Arc", "slug": "data-story-arc", "status": "active", "bestFor": null, "canonId": "019dd956-9c30-728e-b974-d3fb123dcf5a", "version": 1, "bodyDocId": null, "description": "Context → Conflict → Insight → Implication structure for data narratives", "familyLabel": null, "categoryName": "Loop", "categorySlug": "loop" }, "agent": "Storyteller", "layer": "slide", "agents": [ "Storyteller" ], "matchId": "d3e3650c-8aa3-406e-91ec-7122301545ef", "evidence": "image/infographic: Visual representation of the analytical tool stack including demand projections, master school lists, and district-level outputs.", "pageRefs": null, "priority": "Core", "whenToUse": null, "confidence": 0.6, "extraction": { "at": "2026-07-17 02:11:30.750913+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 189, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "tool": { "name": "Waterfall chart", "slug": "waterfall-chart", "status": "active", "bestFor": null, "canonId": "e2799da3-725f-44a9-a093-570f1f388e64", "version": 1, "bodyDocId": null, "description": null, "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "dc1d2b6e-b3fc-4a27-a37d-3963fa8826ed", "evidence": "diagram/process: Typical input levers, Typical assumption variables, Model outputs", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.6, "extraction": { "at": "2026-07-17 02:11:30.819602+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 190, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "tool": { "name": "Audience Definition", "slug": "audience-definition", "status": "active", "bestFor": null, "canonId": "019dd956-7f2a-775d-aeee-ff099bcb7756", "version": 1, "bodyDocId": null, "description": "Six key questions: Who are they? What do they know? What do they believe? What do they care about? What do they fear? What decisions can they make?", "familyLabel": null, "categoryName": "Block", "categorySlug": "block" }, "agent": "Storyteller", "layer": "slide", "agents": [ "Storyteller" ], "matchId": "14321fe7-b62a-477b-8677-57d9913730b5", "evidence": "list/bullet: Use consensus building tools/approaches to develop overall stakeholder plan. Use results of stakeholder analysis to carefully plan schedule and agenda of stakeholder interactions", "pageRefs": null, "priority": "Core", "whenToUse": null, "confidence": 0.7, "extraction": { "at": "2026-07-17 02:11:30.887709+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 191, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "tool": { "name": "Process flow", "slug": "process-flow", "status": "active", "bestFor": null, "canonId": "019dd9e1-4dca-76bc-8135-401836a1c4c0", "version": 1, "bodyDocId": null, "description": "Workflow, steps, sequential diagram.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "3f8ef584-eb6d-4757-b4a2-36a7c8cd65be", "evidence": "diagram/process: 6-step circular stakeholder engagement process", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.8, "extraction": { "at": "2026-07-17 02:11:30.9213+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 191, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null }, { "tool": { "name": "2x2 matrix", "slug": "matrix-2x2", "status": "active", "bestFor": null, "canonId": "019dd9e1-50ab-72d1-8afb-3ab0a38e32a8", "version": 1, "bodyDocId": null, "description": "BCG matrix, importance/urgency, any axes-and-quadrants frame.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "73c1f465-fa15-4674-a01f-3e5c6a2cfd03", "evidence": "table/data: 1-way communication channels and descriptions", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.6, "extraction": { "at": "2026-07-17 02:11:30.987327+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 192, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null }, { "tool": { "name": "Comparison frame", "slug": "comparison-frame", "status": "active", "bestFor": null, "canonId": "019dd9e1-484b-7399-a4fc-d14644b99f93", "version": 1, "bodyDocId": null, "description": "Two or more states/subjects placed side by side to expose a gap.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "878eaec5-bfb0-47ca-9095-d8151b85a37a", "evidence": "type: comparison_table", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.7, "extraction": { "at": "2026-07-17 02:11:31.056727+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 193, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null }, { "tool": { "name": "NxN matrix", "slug": "matrix-nxn", "status": "active", "bestFor": null, "canonId": "019de52d-2313-71fa-bb45-a7d1a4aae23a", "version": 1, "bodyDocId": null, "description": null, "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "ae18aea8-9d54-42ef-bd85-08357655b154", "evidence": "framework/instance: Six-month roadmap matrix", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.6, "extraction": { "at": "2026-07-17 02:11:31.125526+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 194, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "tool": { "name": "Chart Selection Guide", "slug": "chart-selection-guide", "status": "active", "bestFor": null, "canonId": "019dd956-b1a0-700b-ba17-0e16c4d5bcae", "version": 1, "bodyDocId": null, "description": "Choosing the right chart type for your data and message", "familyLabel": null, "categoryName": "Slide", "categorySlug": "slide" }, "agent": "Designer", "layer": "slide", "agents": [ "Designer" ], "matchId": "817acd24-607b-4862-af69-2d1def26b5e0", "evidence": "chart/bar-horizontal: Distribution of SPED classification rates", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.6, "extraction": { "at": "2026-07-17 02:11:31.26844+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 196, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "tool": { "name": "Problem Statement Canvas", "slug": "problem-statement-canvas", "status": "active", "bestFor": null, "canonId": "019dd956-839d-744b-ad11-9bf3e3642a18", "version": 1, "bodyDocId": null, "description": "Structured definition of the problem: What? Who? Where? When? Scale?", "familyLabel": null, "categoryName": "Block", "categorySlug": "block" }, "agent": "Architect", "layer": "slide", "agents": [ "Architect" ], "matchId": "13071cf6-4d41-4dd5-94e5-5ac70848a0f4", "evidence": "type: problem_statement", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.7, "extraction": { "at": "2026-07-17 02:11:31.234233+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 196, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "tool": { "name": "Problem Statement Canvas", "slug": "problem-statement-canvas", "status": "active", "bestFor": null, "canonId": "019dd956-839d-744b-ad11-9bf3e3642a18", "version": 1, "bodyDocId": null, "description": "Structured definition of the problem: What? Who? Where? When? Scale?", "familyLabel": null, "categoryName": "Block", "categorySlug": "block" }, "agent": "Architect", "layer": "slide", "agents": [ "Architect" ], "matchId": "106c8e60-d6bd-4b67-920b-ee80189357b5", "evidence": "type: problem_statement", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.7, "extraction": { "at": "2026-07-17 02:11:31.337213+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 197, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "tool": { "name": "Table data", "slug": "table-data", "status": "active", "bestFor": null, "canonId": "019dd9e1-4fab-7168-a82f-b847350a006d", "version": 1, "bodyDocId": null, "description": "Tabular layouts of structured data.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "a433b42d-bc18-455c-a893-aab0d6a77b4c", "evidence": "table/data: School type, Action, Outcome", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.8, "extraction": { "at": "2026-07-17 02:11:31.405983+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 198, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null }, { "tool": { "name": "Table data", "slug": "table-data", "status": "active", "bestFor": null, "canonId": "019dd9e1-4fab-7168-a82f-b847350a006d", "version": 1, "bodyDocId": null, "description": "Tabular layouts of structured data.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "bda07f5f-24ed-49dc-aab0-b71be5dc39ba", "evidence": "Table with columns: Area for further research, Description, Data needed, Analysis and next steps", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.8, "extraction": { "at": "2026-07-17 02:11:29.964304+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 199, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null }, { "tool": { "name": "Table data", "slug": "table-data", "status": "active", "bestFor": null, "canonId": "019dd9e1-4fab-7168-a82f-b847350a006d", "version": 1, "bodyDocId": null, "description": "Tabular layouts of structured data.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "202e53ad-f1a2-4eae-b844-67bb991e86ef", "evidence": "table/data: Attributes and descriptions for Leadership and presence, Problem-solving skills, and Personality fit.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.8, "extraction": { "at": "2026-07-17 02:11:31.46558+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 211, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null } ], "frameworks": [ { "matchId": "ce21ab50-6088-4a81-8ad2-a99b780bfb3d", "evidence": "Uses a side-by-side 'IS vs IS NOT' structure to define scope.", "framework": null, "confidence": 1, "extraction": { "at": "2026-07-16 19:35:50.101+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 2, "frameworkName": "comparison-frame" }, { "matchId": "8e047576-cf28-4e62-af1a-058cea27ec61", "evidence": "The chart visualizes the decomposition of total per pupil spend into specific categories.", "framework": null, "confidence": 0.9, "extraction": { "at": "2026-07-16 19:35:50.511+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 8, "frameworkName": "waterfall-bridge" }, { "matchId": "e925c951-6106-4ee0-84c0-170f63978b68", "evidence": "The slide organizes data into four quadrants comparing experienced vs desired values.", "framework": null, "confidence": 0.8, "extraction": { "at": "2026-07-16 19:35:51.311+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 10, "frameworkName": "matrix-2x2" }, { "matchId": "ff47ece3-27e0-44a3-a326-b5e533aff239", "evidence": "The slide links declining enrollment to fixed costs and the need for footprint reduction.", "framework": null, "confidence": 0.8, "extraction": { "at": "2026-07-16 19:35:50.662+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 11, "frameworkName": "causal-chain" }, { "matchId": "1fc45d2e-93bc-455c-8920-82f1f443a1af", "evidence": "The slide maps financial inputs (savings/sales) to programmatic outputs (reinvestments).", "framework": null, "confidence": 0.8, "extraction": { "at": "2026-07-16 19:35:51.774+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 13, "frameworkName": "causal-chain" }, { "matchId": "8a0881d7-7150-4971-a7dc-e7a00ba3faa8", "evidence": "Hierarchical breakdown of budget categories", "framework": null, "confidence": 0.9, "extraction": { "at": "2026-07-16 19:35:51.505+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 14, "frameworkName": "decomposition" }, { "matchId": "386a5b62-1e6d-45c3-8ccc-869aa4972c93", "evidence": "Correlation analysis of SPED rates vs socioeconomic indicators", "framework": null, "confidence": 0.8, "extraction": { "at": "2026-07-16 19:35:51.621+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 16, "frameworkName": "analytical-method" }, { "matchId": "7e9b2061-78dd-4201-bb8a-d73b904a9c3b", "evidence": "Hierarchical breakdown of total spending into sub-categories", "framework": null, "confidence": 0.9, "extraction": { "at": "2026-07-16 19:35:53.426+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 24, "frameworkName": "decomposition" }, { "matchId": "d6413b81-a66a-4b45-8474-0d48f8f15979", "evidence": "Two waterfall charts used to decompose budget spending", "framework": null, "confidence": 1, "extraction": { "at": "2026-07-16 19:35:53.812+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 26, "frameworkName": "waterfall-bridge" }, { "matchId": "471de669-8308-4f87-a844-29d92c591c4d", "evidence": "Comparing state-level and district-level spending to contextualize BPS expenditure", "framework": null, "confidence": 0.8, "extraction": { "at": "2026-07-16 19:35:54.942+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 28, "frameworkName": "comparison_frame" }, { "matchId": "6014ab8d-9cd2-40c9-8eb6-8485f04001e9", "evidence": "The chart uses a waterfall structure to decompose total spending into sub-categories.", "framework": null, "confidence": 0.9, "extraction": { "at": "2026-07-16 19:35:54.47+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 29, "frameworkName": "waterfall-bridge" }, { "matchId": "243220de-41ba-4b97-a125-43baf771f41b", "evidence": "Hierarchical breakdown of total spending into sub-categories", "framework": null, "confidence": 0.9, "extraction": { "at": "2026-07-16 19:35:54.516+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 30, "frameworkName": "decomposition" }, { "matchId": "d3d511e3-0f9d-48d3-95b7-e3f08bb6b346", "evidence": "Scatter plot with trend line showing relationship between two variables", "framework": null, "confidence": 0.9, "extraction": { "at": "2026-07-16 19:35:55.298+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 37, "frameworkName": "correlation-analysis" }, { "matchId": "adabe833-3752-485b-a0f6-1b713f5601b0", "evidence": "The slide title is a full sentence summarizing the key takeaway.", "framework": null, "confidence": 1, "extraction": { "at": "2026-07-16 19:35:57.465+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 42, "frameworkName": "action-titles" }, { "matchId": "2d3e7d63-992e-4b73-8bd4-2d1a8dd91605", "evidence": "Comparing BPS performance against state benchmarks over time.", "framework": null, "confidence": 0.9, "extraction": { "at": "2026-07-16 19:35:57.299+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 43, "frameworkName": "comparison_frame" }, { "matchId": "b900a13d-3c08-45c5-a6e2-c3d565cee1a7", "evidence": "Uses longitudinal data to support a specific thesis about achievement gaps.", "framework": null, "confidence": 0.8, "extraction": { "at": "2026-07-16 19:35:58.438+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 46, "frameworkName": "data-story-arc" }, { "matchId": "ab228fec-0f07-4b14-b1e0-e807468e12b8", "evidence": "Scatter plots with trend lines used to show relationship between two variables", "framework": null, "confidence": 0.9, "extraction": { "at": "2026-07-16 19:35:57.966+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 47, "frameworkName": "correlation-analysis" }, { "matchId": "e6d1e0fe-b8cc-4239-b39b-76ada3af1adc", "evidence": "Scatter plot with trend line used to show performance relative to population size", "framework": null, "confidence": 0.9, "extraction": { "at": "2026-07-16 19:35:57.772+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 48, "frameworkName": "correlation-analysis" }, { "matchId": "0255833f-d8a6-49af-952b-dd32dba19d48", "evidence": "Comparison of BPS against peer cities to identify operational efficiency gaps.", "framework": null, "confidence": 0.9, "extraction": { "at": "2026-07-16 19:35:58.625+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 55, "frameworkName": "comparison_frame" }, { "matchId": "7c0c8a01-9b50-4f68-892a-269f6c4deaa0", "evidence": "The slide presents a sequential four-phase project plan.", "framework": null, "confidence": 1, "extraction": { "at": "2026-07-16 19:35:59.895+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 58, "frameworkName": "timeline" }, { "matchId": "d53b7800-9dee-4391-891e-4ffcc0c43413", "evidence": "The slide structure (Overall, Strengths, Challenges) is a variation of a SWOT analysis.", "framework": null, "confidence": 0.8, "extraction": { "at": "2026-07-16 19:36:01.124+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 60, "frameworkName": "SWOT Analysis" }, { "matchId": "1b715c46-01bd-4ea6-911d-b9ae123a42bd", "evidence": "Categorization of items into Quick Wins vs Long-term goals", "framework": null, "confidence": 0.8, "extraction": { "at": "2026-07-16 19:36:00.488+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 63, "frameworkName": "prioritization-matrix" }, { "matchId": "0014d4bf-4425-42c4-afd7-954480279886", "evidence": "The slide uses a 2x2 grid to map RFP areas by Opportunity vs Ease.", "framework": null, "confidence": 1, "extraction": { "at": "2026-07-16 19:36:00.417+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 64, "frameworkName": "matrix-2x2" }, { "matchId": "6f31a88b-27f8-470b-b2fe-c8e4ae3c2d9c", "evidence": "Table structure categorizing areas by rationale for exclusion and strategic factors.", "framework": null, "confidence": 0.8, "extraction": { "at": "2026-07-16 19:36:00.698+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 66, "frameworkName": "prioritization-matrix" }, { "matchId": "428e4d19-046f-4a4e-a392-8d9ebef013a8", "evidence": "Table structure comparing four areas across three criteria", "framework": null, "confidence": 0.8, "extraction": { "at": "2026-07-16 19:36:00.757+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 67, "frameworkName": "comparison_frame" }, { "matchId": "e3090508-17df-4a9e-85b1-1759828a8016", "evidence": "Comparison of BPS against other districts across two key performance metrics.", "framework": null, "confidence": 0.9, "extraction": { "at": "2026-07-16 19:36:01.869+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 70, "frameworkName": "peer_benchmark" }, { "matchId": "a2e3de6c-aaa1-4f15-a59b-3c1e6982017b", "evidence": "Slide explicitly structures content into Strengths and Challenges, with Opportunities following.", "framework": null, "confidence": 0.9, "extraction": { "at": "2026-07-16 19:36:02.268+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 72, "frameworkName": "SWOT Analysis" }, { "matchId": "5c1ee119-db2d-4b8a-a8a5-838a923bdad7", "evidence": "Comparison of Boston against peer districts across two key metrics.", "framework": null, "confidence": 0.9, "extraction": { "at": "2026-07-16 19:36:02.911+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 76, "frameworkName": "comparison_frame" }, { "matchId": "ad1c512e-45e5-41ed-a6e3-1f18532c9c84", "evidence": "Comparing Boston's performance and costs against peer districts.", "framework": null, "confidence": 0.9, "extraction": { "at": "2026-07-16 19:36:03.317+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 78, "frameworkName": "comparison_frame" }, { "matchId": "30ad319f-da22-4822-8288-08cd427fbca1", "evidence": "Visual representation of three variables using bubble size on a 2D plane", "framework": null, "confidence": 0.9, "extraction": { "at": "2026-07-16 19:36:03.275+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 79, "frameworkName": "bubble-chart" }, { "matchId": "d6ecbdc1-5bca-4116-ace9-09876fc9df0e", "evidence": "Comparison of BPS against peer districts across quantitative metrics.", "framework": null, "confidence": 0.9, "extraction": { "at": "2026-07-16 19:36:03.59+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 81, "frameworkName": "peer_benchmark" }, { "matchId": "1dd00e3a-8c63-4f6f-baea-4088b3e3e729", "evidence": "The slide performs a diagnostic assessment of a specific organizational function (Talent Management) using a qualitative rating system.", "framework": null, "confidence": 0.8, "extraction": { "at": "2026-07-16 19:36:04.194+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 86, "frameworkName": "diagnostic-test" }, { "matchId": "14cdc5ed-9a80-4e53-afe7-cf83fc737786", "evidence": "Explicit mention of 'Process mapping' as a strategic opportunity.", "framework": null, "confidence": 0.9, "extraction": { "at": "2026-07-16 19:36:08.266+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 103, "frameworkName": "process-mapping" }, { "matchId": "240ee977-79cc-457e-a3d1-bfb28351f246", "evidence": "Structured list of four items with corresponding descriptions and actions.", "framework": null, "confidence": 0.9, "extraction": { "at": "2026-07-16 19:36:09.241+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 110, "frameworkName": "list-presentation" }, { "matchId": "b967fa4a-3d52-4e36-b07a-023c43f7567e", "evidence": "The slide identifies a gap between capacity and demand to justify a need for change.", "framework": null, "confidence": 0.9, "extraction": { "at": "2026-07-16 19:36:11.701+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 118, "frameworkName": "problem_statement" }, { "matchId": "e8f72500-67ab-4ca0-9af8-60f7c6f153be", "evidence": "Comparing Boston's student-teacher ratio against a set of peer districts to highlight inefficiency.", "framework": null, "confidence": 0.9, "extraction": { "at": "2026-07-16 19:36:11.232+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 119, "frameworkName": "comparison_frame" }, { "matchId": "ba65397e-a8d4-4036-a4eb-1ed7041a7395", "evidence": "Comparing Philadelphia's projected savings against four other urban school districts.", "framework": null, "confidence": 0.9, "extraction": { "at": "2026-07-16 19:36:11.417+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 122, "frameworkName": "comparison_frame" }, { "matchId": "c15b2e7d-bd29-4224-ab61-6a41666cdb9a", "evidence": "Waterfall chart showing cumulative cost reduction", "framework": null, "confidence": 1, "extraction": { "at": "2026-07-16 19:36:12.102+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 124, "frameworkName": "waterfall-bridge" }, { "matchId": "42ff2194-c526-458d-a277-938540d28b09", "evidence": "The table structure presents a 'Situation' (problem) and 'Resolution' (solution) for each city.", "framework": null, "confidence": 0.8, "extraction": { "at": "2026-07-16 19:36:12.262+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 127, "frameworkName": "before-after-bridge" }, { "matchId": "c61bedd2-34ef-4103-8f70-e3fda49bedc6", "evidence": "The slide structures criteria (rows) against descriptions and analyses to reach a decision.", "framework": null, "confidence": 0.8, "extraction": { "at": "2026-07-16 19:36:12.673+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 128, "frameworkName": "decision-matrix" }, { "matchId": "7b275574-4655-45a5-b148-43d3823d3eb9", "evidence": "The slide breaks down total spending into hierarchical categories.", "framework": null, "confidence": 0.9, "extraction": { "at": "2026-07-16 19:36:13.25+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 132, "frameworkName": "decomposition" }, { "matchId": "ce6bf85d-5cd9-4b1b-ad85-208c3c996bc8", "evidence": "The slide uses a grid to map budget categories against cost drivers.", "framework": null, "confidence": 0.9, "extraction": { "at": "2026-07-16 19:36:12.986+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 133, "frameworkName": "matrix-nxn" }, { "matchId": "0aa86965-05e6-4554-97a1-6c47a8418272", "evidence": "Comparing Boston SPED rates against state and national benchmarks to drive financial savings analysis.", "framework": null, "confidence": 0.8, "extraction": { "at": "2026-07-16 19:36:14.854+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 135, "frameworkName": "comparison_frame" }, { "matchId": "1d5f5136-0168-4865-bdcd-34244bc691be", "evidence": "Comparison of school-level data against district average to identify outliers.", "framework": null, "confidence": 0.8, "extraction": { "at": "2026-07-16 19:36:14.533+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 137, "frameworkName": "analytical-method" }, { "matchId": "db6b22a2-e934-43e7-9fff-d681737ee852", "evidence": "The slide identifies specific areas to reduce costs through outsourcing and staffing changes.", "framework": null, "confidence": 0.9, "extraction": { "at": "2026-07-16 19:36:15.184+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 141, "frameworkName": "cost-cutting" }, { "matchId": "6941c715-fac1-4e23-834e-3e8e0d9a0c41", "evidence": "The slide explicitly mentions a 'long tail' distribution of spending across sites.", "framework": null, "confidence": 1, "extraction": { "at": "2026-07-16 19:36:16.288+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 148, "frameworkName": "long-tail" }, { "matchId": "0f7e7222-94bb-464b-b850-4f76640840c7", "evidence": "Standard table of contents structure", "framework": null, "confidence": 1, "extraction": { "at": "2026-07-16 19:36:17.455+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 157, "frameworkName": "list-presentation" }, { "matchId": "57278b2a-9464-4c48-86b0-aafeddc60a08", "evidence": "The slide explicitly mentions 'well-structured pyramid' and analyzes layers n through n-4.", "framework": null, "confidence": 0.9, "extraction": { "at": "2026-07-16 19:36:19.385+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 159, "frameworkName": "organizational-pyramid" }, { "matchId": "f08c9d6c-dfd5-4cf8-8cdc-0f85297f9f24", "evidence": "Comparison of BPS against a set of peer districts on a specific metric.", "framework": null, "confidence": 1, "extraction": { "at": "2026-07-16 19:36:19.463+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 160, "frameworkName": "peer_benchmark" }, { "matchId": "948b259a-f569-4611-85bd-1222469f650d", "evidence": "Comparison of current vs desired values", "framework": null, "confidence": 0.9, "extraction": { "at": "2026-07-16 19:36:19.257+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 161, "frameworkName": "gap-analysis" }, { "matchId": "84cfc463-6888-4710-a707-8ea118e9dbbc", "evidence": "The title explicitly states the takeaway of the slide.", "framework": null, "confidence": 1, "extraction": { "at": "2026-07-16 19:36:19.41+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 162, "frameworkName": "action-titles" }, { "matchId": "c94ce0ce-8d4f-4f97-8ad8-7c1104e2f715", "evidence": "The headline is a full sentence summarizing the slide's takeaway.", "framework": null, "confidence": 1, "extraction": { "at": "2026-07-16 19:36:19.389+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 163, "frameworkName": "action-titles" }, { "matchId": "eef98069-203f-46a6-b960-ff26a7439db3", "evidence": "Benchmarking BPS against peer districts", "framework": null, "confidence": 0.9, "extraction": { "at": "2026-07-16 19:36:21.868+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 173, "frameworkName": "comparison_frame" }, { "matchId": "51694507-898f-4f7e-859f-06eae77ef013", "evidence": "Standard table of contents structure", "framework": null, "confidence": 1, "extraction": { "at": "2026-07-16 19:36:21.535+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 175, "frameworkName": "list-presentation" }, { "matchId": "c55e8da5-7e56-4562-9073-3434e4f34af1", "evidence": "Visual decomposition of total spending into categories", "framework": null, "confidence": 1, "extraction": { "at": "2026-07-16 19:36:22.918+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 176, "frameworkName": "waterfall-chart" }, { "matchId": "33c71b81-02c0-4b23-8131-c229ad45044e", "evidence": "The slide identifies specific areas to reduce costs through outsourcing.", "framework": null, "confidence": 0.9, "extraction": { "at": "2026-07-16 19:36:22.364+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 183, "frameworkName": "cost-cutting" }, { "matchId": "c0aa9465-5f7f-49bc-a679-894eb96eac57", "evidence": "Mapping constraints to policy solutions", "framework": null, "confidence": 0.8, "extraction": { "at": "2026-07-16 19:36:24.345+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 188, "frameworkName": "constraint" }, { "matchId": "6253fd9c-605a-4787-bd15-bbc2cea8ca28", "evidence": "Linear flow from inputs to outputs", "framework": null, "confidence": 0.8, "extraction": { "at": "2026-07-16 19:36:25.503+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 190, "frameworkName": "process" }, { "matchId": "11d87fc2-8d18-446f-8c39-b71ef3b5d07e", "evidence": "Circular 6-step diagram", "framework": null, "confidence": 0.8, "extraction": { "at": "2026-07-16 19:36:25.416+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 191, "frameworkName": "process" }, { "matchId": "1b1c6fa7-a397-40a8-8c8b-d8cb0a4dfd07", "evidence": "Side-by-side comparison of communication types", "framework": null, "confidence": 0.8, "extraction": { "at": "2026-07-16 19:36:24.564+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 192, "frameworkName": "comparison_frame" }, { "matchId": "faa0c608-fbb1-4e9e-8e6c-56000bb65234", "evidence": "The slide uses a table to compare channel attributes across a spectrum of options.", "framework": null, "confidence": 0.9, "extraction": { "at": "2026-07-16 19:36:26.092+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 193, "frameworkName": "comparison-frame" }, { "matchId": "5c542210-e4fb-4839-b5fe-ea1b4dcaca5f", "evidence": "Timeline-based project management view with workstreams and time intervals.", "framework": null, "confidence": 1, "extraction": { "at": "2026-07-16 19:36:25.148+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 194, "frameworkName": "gantt-chart" }, { "matchId": "a50433c2-ceeb-4b90-93f4-c73b8c132e90", "evidence": "The slide identifies an outlier group (14 schools) and proposes a diagnostic approach (deeper data dives) to understand the root cause.", "framework": null, "confidence": 0.8, "extraction": { "at": "2026-07-16 19:36:25.471+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 196, "frameworkName": "diagnostic-test" }, { "matchId": "5eb3745d-6860-4878-b017-2390d4289c0d", "evidence": "The slide maps specific school types to research actions and their corresponding outcomes.", "framework": null, "confidence": 0.8, "extraction": { "at": "2026-07-16 19:36:25.262+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 198, "frameworkName": "logical-chain" }, { "matchId": "2d8bf57b-7a12-4a70-9e19-9dcf63f02dc8", "evidence": "Categorization of initiatives by time horizon (short-term vs long-term).", "framework": null, "confidence": 0.9, "extraction": { "at": "2026-07-16 19:36:25.807+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 201, "frameworkName": "timeline" }, { "matchId": "73741922-7219-46e3-9746-3e974d91ed70", "evidence": "The slide maps tasks across time intervals in a grid format.", "framework": null, "confidence": 0.9, "extraction": { "at": "2026-07-16 19:36:26.471+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 202, "frameworkName": "gantt-chart" }, { "matchId": "dd345bc4-7b58-4479-9949-50a8d196e981", "evidence": "The slide presents a multi-year plan with distinct workstreams and time-based milestones.", "framework": null, "confidence": 1, "extraction": { "at": "2026-07-16 19:36:26.205+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 203, "frameworkName": "roadmap" }, { "matchId": "0d1ba233-a605-49fb-ac27-41f9a55b484e", "evidence": "The slide presents a structured 4-step implementation plan.", "framework": null, "confidence": 0.9, "extraction": { "at": "2026-07-16 19:36:26.756+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 205, "frameworkName": "list-presentation" }, { "matchId": "3b569650-39f5-41d4-96ee-ba178a2c1ff3", "evidence": "Criteria-based filtering for performance metrics", "framework": null, "confidence": 0.8, "extraction": { "at": "2026-07-16 19:36:27.514+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 206, "frameworkName": "KPI Selection Framework" }, { "matchId": "6898cf5c-2e75-45a7-99d2-ff15209b340c", "evidence": "The slide explicitly lists the SMART acronym components (Simple/Specific, Measurable, Achievable/Agreed, Results-oriented, Timely) as a design guide for KPIs.", "framework": null, "confidence": 1, "extraction": { "at": "2026-07-16 19:36:27.288+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 207, "frameworkName": "SMART-goals" }, { "matchId": "7ba631d1-889a-434b-b8c7-1ed397c5591c", "evidence": "The slide maps specific organizational challenges to corresponding transformation unit functions.", "framework": null, "confidence": 0.8, "extraction": { "at": "2026-07-16 19:36:27.795+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 209, "frameworkName": "mapping" }, { "matchId": "6133c1ae-3026-43e5-8d89-b0e93ee1481e", "evidence": "Three-column comparison of organizational models", "framework": null, "confidence": 0.9, "extraction": { "at": "2026-07-16 19:36:27.823+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 210, "frameworkName": "matrix-nxn" }, { "matchId": "6f9968a2-5b95-4ea4-89fc-9576a949d010", "evidence": "Categorization of skills and attributes for role success", "framework": null, "confidence": 0.8, "extraction": { "at": "2026-07-16 19:36:27.79+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 211, "frameworkName": "competency-model" }, { "matchId": "9c3bd5dc-de58-4795-acd5-a3484f7e02f5", "evidence": "Chronological progression of policy impact from 2000 to 2012.", "framework": null, "confidence": 0.7, "extraction": { "at": "2026-07-16 19:36:29.263+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 217, "frameworkName": "before-after-framing" }, { "matchId": "33ce061b-9161-4629-aebb-c1c1c8d9c832", "evidence": "Comparing three different city school closure strategies to derive best practices.", "framework": null, "confidence": 0.8, "extraction": { "at": "2026-07-16 19:36:29.841+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 218, "frameworkName": "comparison_frame" }, { "matchId": "0b18db8e-0f50-4a88-9bf6-bde0b0c7b8ee", "evidence": "The slide uses a funnel diagram to show the reduction of the dataset from 19,000 to 13.", "framework": null, "confidence": 0.9, "extraction": { "at": "2026-07-16 19:36:29.877+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 219, "frameworkName": "funnel" } ], "patterns": [] }, "storymakers": null, "score": null, "review": null, "activistThesis": null, "pitchdeck": { "metadata": null, "profile": null }, "slides": [ { "page": 1, "type": "setup", "function": "front_matter", "imagePath": "https://imgproxy.kitesheet.com/jTDG1MrB9NZIC0Nv0Q2oI1hXKmO2-9NV2ajJfpgi_3k/rs:fit:1200:1200:0/q:82/f:webp/czM6Ly9raXRlc2hlZXQvY29ycHVzL3NsaWRlcy9qYXJ2aXMtNS1tYXJjaC0yMDE1LW1ja2luc2V5LWJwcy1vcGVyYXRpb25hbC1yZXZpZXctc3RlZXJpbmctY29tbWl0dGVlLXdvcmtpbmcvcDAwMS5qcGc", "rawType": "cover", "block": null, "metadata": { "slideType": "cover", "slideTypeCanon": { "name": "Cover", "slug": "cover", "status": "active", "canonId": "019de52d-05f2-729d-9f93-e0504f0a2410", "version": 1, "description": null }, "function": "front_matter", "functionCanon": { "name": "Front matter", "slug": "front_matter", "status": "active", "canonId": "019de52d-133d-73f0-9e26-201eda96b098", "version": 1, "description": null }, "density": "balanced", "densityScore": 32, "componentCount": 4, "textChars": 204, "nDataPoints": 0, "notes": null, "elementsJson": null, "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "at": "2026-07-16 19:35:49.536+00", "seconds": 2.637, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019f6b8e-e3f2-73cd-ba44-d930e8bf3977/1", "deck": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977", "deckAnchor": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977#slide-1", "deckJson": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977.json" }, "components": [ { "bbox": { "h": 0.18, "w": 0.22, "x": 0.02, "y": 0.02 }, "kind": "image", "text": "Boston Public Schools Focus on Children", "attrs": null, "canon": { "kind": { "name": "Image", "slug": "image", "status": "active", "canonId": "019de52c-f978-701f-a720-51d029d769e7", "version": 1, "description": "Photo, illustration, screenshot or icon." }, "tool": null, "subkind": { "name": "Logo", "slug": "logo", "status": "active", "canonId": "019de52c-fdaf-743d-94c4-d7c6a0e55302", "version": 1, "description": null }, "framework": null }, "subkind": "logo", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:49.536+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "1dd2bfaa-21ec-4aa1-ae49-7c79d847cb09", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.15, "x": 0.29, "y": 0.795 }, "kind": "paragraph", "text": "March 5, 2015", "attrs": null, "canon": { "kind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4", "version": 1, "description": "Single prose block in the body of a slide." }, "tool": null, "subkind": null, "framework": null }, "subkind": "description", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:49.536+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "4e346ea6-4d3f-41b1-9d5a-07e2f604ba71", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.45, "x": 0.29, "y": 0.875 }, "kind": "paragraph", "text": "CONFIDENTIAL AND PROPRIETARY\nAny use of this material without specific permission is strictly prohibited", "attrs": null, "canon": { "kind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4", "version": 1, "description": "Single prose block in the body of a slide." }, "tool": null, "subkind": null, "framework": null }, "subkind": "disclaimer", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:49.536+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "31ee1cd4-0b9f-4568-9f07-709d60918125", "parentComponentId": null }, { "bbox": { "h": 0.1, "w": 0.55, "x": 0.29, "y": 0.625 }, "kind": "title", "text": "Boston Public Schools Operational Review - Draft", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:49.536+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "b321bcb4-ab11-464f-8578-c76896592214", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [], "arcBeats": [ { "to": 20, "arc": { "name": "The Consultant's Gambit", "slug": "consultants-gambit", "status": "active", "bestFor": "Business cases, project proposals, strategic recommendations", "canonId": "019dd956-5e0a-73c8-b305-81c38c959e9c", "version": 1, "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49", "structure": "Situation & Context -> Problem & Complication -> Solution & Approach -> Evidence & Proof -> Impact & Next Steps", "description": null, "familyLabel": null }, "from": 1, "name": "Situation & Context", "beatId": "49eaeeb9-de02-4977-a7dc-434bbe197bb2", "matchId": "bb9d3fa1-87dc-4a72-92a6-fb31d2539016", "beatType": { "name": "Situation & Context", "slug": "consultants-gambit-situation-context", "status": "active", "canonId": "019dd9b8-05ae-741b-992d-65ee83c639b3", "version": 1, "description": null }, "evidence": "The document provides an overview of BPS, including demographics, budget allocation, and challenges", "position": 0, "isPrimaryArc": true, "parentBeatType": { "name": "Setup", "slug": "setup", "status": "active", "canonId": "019dd9b8-020e-7505-af9b-d9b9a4679bcc", "version": 1, "description": "Where the deck grounds the reader before doing anything else. Almost every arc opens here." }, "alignedBlockIds": null, "matchConfidence": 0.8 } ], "loops": [], "thumbSrc": "https://imgproxy.kitesheet.com/dpIzZeD1AyOaVp8tq4NCcoPvoLjFxctcNjWdyvVCBFE/rs:fit:480:480:0/q:78/f:webp/czM6Ly9raXRlc2hlZXQvY29ycHVzL3NsaWRlcy9qYXJ2aXMtNS1tYXJjaC0yMDE1LW1ja2luc2V5LWJwcy1vcGVyYXRpb25hbC1yZXZpZXctc3RlZXJpbmctY29tbWl0dGVlLXdvcmtpbmcvcDAwMS5qcGc", "imagePathAlt": "https://imgproxy.kitesheet.com/3nFLKbMbNIuNVV1Ugel4-bVx7FqC4cOZE7QZKT3V0_Q/rs:fit:1200:1200:0/q:82/f:webp/czM6Ly9raXRlc2hlZXQvY29ycHVzL3NsaWRlcy9qYXJ2aXMtNS1tYXJjaC0yMDE1LW1ja2luc2V5LWJwcy1vcGVyYXRpb25hbC1yZXZpZXctc3RlZXJpbmctY29tbWl0dGVlLXdvcmtpbmcvcDAwMS5wbmc", "thumbSrcAlt": "https://imgproxy.kitesheet.com/gF52jfyDeRw6cgQ9eW57dnHskT7HCUjgU5FIJP1IQFI/rs:fit:480:480:0/q:78/f:webp/czM6Ly9raXRlc2hlZXQvY29ycHVzL3NsaWRlcy9qYXJ2aXMtNS1tYXJjaC0yMDE1LW1ja2luc2V5LWJwcy1vcGVyYXRpb25hbC1yZXZpZXctc3RlZXJpbmctY29tbWl0dGVlLXdvcmtpbmcvcDAwMS5wbmc" }, { "page": 2, "type": "setup", "title": "Uses a 'What this work IS vs IS NOT' comparison framework to manage stakeholder expectations.", "function": "establish_context", "rawType": "disclaimer", "block": null, "metadata": { "slideType": "disclaimer", "slideTypeCanon": { "name": "Disclaimer", "slug": "disclaimer", "status": "active", "canonId": "019de52d-0801-727b-b98a-5ed095aeee78", "version": 1, "description": null }, "function": "establish_context", "functionCanon": { "name": "Establish context", "slug": "establish_context", "status": "active", "canonId": "019de52d-1314-74e6-9074-d213dc0bdcdf", "version": 1, "description": null }, "density": "dense", "densityScore": 74, "componentCount": 7, "textChars": 626, "nDataPoints": 0, "notes": "Uses a 'What this work IS vs IS NOT' comparison framework to manage stakeholder expectations.", "elementsJson": null, "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "at": "2026-07-16 19:35:50.101+00", "seconds": 3.075, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019f6b8e-e3f2-73cd-ba44-d930e8bf3977/2", "deck": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977", "deckAnchor": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977#slide-2", "deckJson": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977.json" }, "components": [ { "bbox": { "h": 0.6, "w": 0.45, "x": 0.52, "y": 0.25 }, "kind": "framework", "text": "What this work IS NOT", "attrs": null, "canon": { "kind": { "name": "Framework", "slug": "framework", "status": "active", "canonId": "019de52c-fa18-77c6-b10a-ccb8277ac0fa", "version": 1, "description": "Named conceptual framework instance." }, "tool": null, "subkind": { "name": "Framework instance", "slug": "instance", "status": "active", "canonId": "019de52d-05a2-72af-be0b-7edc60708a03", "version": 1, "description": null }, "framework": null }, "subkind": "instance", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:50.101+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "8cb0b8a4-b423-4d87-901d-a8c7e09f8b66", "parentComponentId": null }, { "bbox": { "h": 0.6, "w": 0.45, "x": 0.05, "y": 0.25 }, "kind": "framework", "text": "What this work IS", "attrs": null, "canon": { "kind": { "name": "Framework", "slug": "framework", "status": "active", "canonId": "019de52c-fa18-77c6-b10a-ccb8277ac0fa", "version": 1, "description": "Named conceptual framework instance." }, "tool": null, "subkind": { "name": "Framework instance", "slug": "instance", "status": "active", "canonId": "019de52d-05a2-72af-be0b-7edc60708a03", "version": 1, "description": null }, "framework": null }, "subkind": "instance", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:50.101+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "daa24840-f7d4-407d-ad92-d6b2ac70a9fa", "parentComponentId": null }, { "bbox": { "h": 0.5, "w": 0.4, "x": 0.54, "y": 0.3 }, "kind": "list", "text": "Not recommendations; Further analysis required; Public conversations needed; Strategic process needed; Not exact prediction of savings", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:50.101+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "587214e1-39e5-4112-9563-66d4ba823971", "parentComponentId": null }, { "bbox": { "h": 0.4, "w": 0.4, "x": 0.07, "y": 0.3 }, "kind": "list", "text": "Exploration of potential options to improve student achievement, lower district costs and drive operational efficiency; Estimates of ranges of savings; Collaborative idea generation", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:50.101+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "bebcd10a-1d85-45d8-81bc-18cd5a87d18e", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.9, "x": 0.05, "y": 0.95 }, "kind": "other", "text": "DRAFT Pre-decisional - Proprietary and Confidential | 1", "attrs": null, "canon": { "kind": { "name": "Other", "slug": "other", "status": "active", "canonId": "019de52c-fa90-743c-8bf6-20d1fbe82b6d", "version": 1, "description": "Fallback when no canonical kind applies." }, "tool": null, "subkind": null, "framework": null }, "subkind": "source-note", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:50.101+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "34538688-998d-4b24-b67f-3dfb205ef8a4", "parentComponentId": null }, { "bbox": { "h": 0.15, "w": 0.9, "x": 0.05, "y": 0.1 }, "kind": "paragraph", "text": "This report was done as part of an 8-week review at the request of the Mayor’s office in collaboration with the district. Findings are preliminary and indicate potential options for leadership consideration", "attrs": null, "canon": { "kind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4", "version": 1, "description": "Single prose block in the body of a slide." }, "tool": null, "subkind": null, "framework": null }, "subkind": "paragraph", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:50.101+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "6217d981-e197-4dd3-9376-94bc9968e3fa", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.2, "x": 0.05, "y": 0.05 }, "kind": "title", "text": "INTRODUCTION", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:50.101+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "1c51e01c-32f8-49ba-b269-2b9313a55913", "parentComponentId": null } ], "metrics": [], "tools": [ { "tool": { "name": "Executive summary", "slug": "executive-summary", "status": "active", "bestFor": null, "canonId": "019dd9e1-4b63-72d5-9734-da757d91ca61", "version": 1, "bodyDocId": null, "description": "A condensed view of the entire argument on a single slide / block.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "21077cfc-1778-43a5-813b-588bfb47dfbe", "evidence": "What this work IS and IS NOT section", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.8, "extraction": { "at": "2026-07-17 02:11:13.616587+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 2, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null } ], "frameworks": [ { "matchId": "ce21ab50-6088-4a81-8ad2-a99b780bfb3d", "evidence": "Uses a side-by-side 'IS vs IS NOT' structure to define scope.", "framework": null, "confidence": 1, "extraction": { "at": "2026-07-16 19:35:50.101+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 2, "frameworkName": "comparison-frame" } ], "arcBeats": [ { "to": 20, "arc": { "name": "The Consultant's Gambit", "slug": "consultants-gambit", "status": "active", "bestFor": "Business cases, project proposals, strategic recommendations", "canonId": "019dd956-5e0a-73c8-b305-81c38c959e9c", "version": 1, "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49", "structure": "Situation & Context -> Problem & Complication -> Solution & Approach -> Evidence & Proof -> Impact & Next Steps", "description": null, "familyLabel": null }, "from": 1, "name": "Situation & Context", "beatId": "49eaeeb9-de02-4977-a7dc-434bbe197bb2", "matchId": "bb9d3fa1-87dc-4a72-92a6-fb31d2539016", "beatType": { "name": "Situation & Context", "slug": "consultants-gambit-situation-context", "status": "active", "canonId": "019dd9b8-05ae-741b-992d-65ee83c639b3", "version": 1, "description": null }, "evidence": "The document provides an overview of BPS, including demographics, budget allocation, and challenges", "position": 0, "isPrimaryArc": true, "parentBeatType": { "name": "Setup", "slug": "setup", "status": "active", "canonId": "019dd9b8-020e-7505-af9b-d9b9a4679bcc", "version": 1, "description": "Where the deck grounds the reader before doing anything else. Almost every arc opens here." }, "alignedBlockIds": null, "matchConfidence": 0.8 } ], "loops": [], "locked": true }, { "page": 3, "type": "setup", "title": "The diagram is a circular Venn-like representation of three core pillars.", "function": "establish_context", "rawType": "executive_summary", "block": null, "metadata": { "slideType": "executive_summary", "slideTypeCanon": { "name": "Executive summary", "slug": "executive_summary", "status": "active", "canonId": "019de52d-06be-73ff-81b3-f99fe7f0025e", "version": 1, "description": null }, "function": "establish_context", "functionCanon": { "name": "Establish context", "slug": "establish_context", "status": "active", "canonId": "019de52d-1314-74e6-9074-d213dc0bdcdf", "version": 1, "description": null }, "density": "dense", "densityScore": 56, "componentCount": 5, "textChars": 496, "nDataPoints": 0, "notes": "The diagram is a circular Venn-like representation of three core pillars.", "elementsJson": null, "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "at": "2026-07-16 19:35:49.846+00", "seconds": 2.692, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019f6b8e-e3f2-73cd-ba44-d930e8bf3977/3", "deck": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977", "deckAnchor": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977#slide-3", "deckJson": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977.json" }, "components": [ { "bbox": { "h": 0.1, "w": 0.45, "x": 0.03, "y": 0.75 }, "kind": "callout", "text": "Opportunities for BPS have been prioritized while keeping all of these factors in mind", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": null, "subkind": { "name": "Primary callout", "slug": "primary", "status": "active", "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d", "version": 1, "description": null }, "framework": null }, "subkind": "primary", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:49.846+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "e0e0cd53-5e9e-49c3-9ae5-fb8a2236def5", "parentComponentId": null }, { "bbox": { "h": 0.5, "w": 0.45, "x": 0.03, "y": 0.2 }, "kind": "diagram", "text": "Circular diagram showing Student outcomes, Cost effectiveness, Operational effectiveness, and Stakeholder engagement", "attrs": null, "canon": { "kind": { "name": "Diagram", "slug": "diagram", "status": "active", "canonId": "019de52c-f9f0-734a-81de-15382ff28c65", "version": 1, "description": "Schematic or relational diagram." }, "tool": null, "subkind": { "name": "Venn diagram", "slug": "venn", "status": "active", "canonId": "019de52d-0463-710d-b529-cce18d828d2f", "version": 1, "description": null }, "framework": null }, "subkind": "venn", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:49.846+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "fd93c162-77d6-486c-8536-6ca1a30ff6e5", "parentComponentId": null }, { "bbox": { "h": 0.3, "w": 0.35, "x": 0.6, "y": 0.6 }, "kind": "image", "text": "Group of diverse students", "attrs": null, "canon": { "kind": { "name": "Image", "slug": "image", "status": "active", "canonId": "019de52c-f978-701f-a720-51d029d769e7", "version": 1, "description": "Photo, illustration, screenshot or icon." }, "tool": null, "subkind": { "name": "Photo", "slug": "photo", "status": "active", "canonId": "019de52c-fd37-757f-b4a8-ca26d4888875", "version": 1, "description": null }, "framework": null }, "subkind": "photo", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:49.846+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "74be3df4-a101-44a1-8301-c63eafeede31", "parentComponentId": null }, { "bbox": { "h": 0.3, "w": 0.5, "x": 0.45, "y": 0.2 }, "kind": "list", "text": "Ultimately, improved student outcomes is the goal of any effort to reduce cost and inefficiency and reallocate those funds where they can do more for students. Beyond students, considering the impact on teachers, parents, and other stakeholders is critical.", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:49.846+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "ba224f29-37ea-44f0-a2da-13a2db275bda", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.15, "x": 0.02, "y": 0.02 }, "kind": "title", "text": "INTRODUCTION", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:49.846+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "3213ba7f-abee-44ca-b88e-6da5f23e435c", "parentComponentId": null } ], "metrics": [], "tools": [ { "tool": { "name": "Venn diagram", "slug": "venn-diagram", "status": "active", "bestFor": null, "canonId": "019de52d-1f53-7290-96c8-79388c95fc17", "version": 1, "bodyDocId": null, "description": null, "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "77dca07d-e769-4939-95c7-2b077b9e996d", "evidence": "Circular diagram showing Student outcomes, Cost effectiveness, Operational effectiveness, and Stakeholder engagement", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.8, "extraction": { "at": "2026-07-17 02:11:13.68386+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 3, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null } ], "frameworks": [], "arcBeats": [ { "to": 20, "arc": { "name": "The Consultant's Gambit", "slug": "consultants-gambit", "status": "active", "bestFor": "Business cases, project proposals, strategic recommendations", "canonId": "019dd956-5e0a-73c8-b305-81c38c959e9c", "version": 1, "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49", "structure": "Situation & Context -> Problem & Complication -> Solution & Approach -> Evidence & Proof -> Impact & Next Steps", "description": null, "familyLabel": null }, "from": 1, "name": "Situation & Context", "beatId": "49eaeeb9-de02-4977-a7dc-434bbe197bb2", "matchId": "bb9d3fa1-87dc-4a72-92a6-fb31d2539016", "beatType": { "name": "Situation & Context", "slug": "consultants-gambit-situation-context", "status": "active", "canonId": "019dd9b8-05ae-741b-992d-65ee83c639b3", "version": 1, "description": null }, "evidence": "The document provides an overview of BPS, including demographics, budget allocation, and challenges", "position": 0, "isPrimaryArc": true, "parentBeatType": { "name": "Setup", "slug": "setup", "status": "active", "canonId": "019dd9b8-020e-7505-af9b-d9b9a4679bcc", "version": 1, "description": "Where the deck grounds the reader before doing anything else. Almost every arc opens here." }, "alignedBlockIds": null, "matchConfidence": 0.8 } ], "loops": [], "locked": true }, { "page": 4, "type": "appendix", "function": "establish_context", "rawType": "appendix", "block": null, "metadata": { "slideType": "appendix", "slideTypeCanon": { "name": "Appendix", "slug": "appendix", "status": "active", "canonId": "019de52d-0762-71f8-b564-89ab863301cc", "version": 1, "description": null }, "function": "establish_context", "functionCanon": { "name": "Establish context", "slug": "establish_context", "status": "active", "canonId": "019de52d-1314-74e6-9074-d213dc0bdcdf", "version": 1, "description": null }, "density": "balanced", "densityScore": 27, "componentCount": 4, "textChars": 109, "nDataPoints": 0, "notes": null, "elementsJson": null, "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "at": "2026-07-16 19:35:49.367+00", "seconds": 2.173, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019f6b8e-e3f2-73cd-ba44-d930e8bf3977/4", "deck": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977", "deckAnchor": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977#slide-4", "deckJson": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977.json" }, "components": [ { "bbox": { "h": 0.02, "w": 0.1, "x": 0.03, "y": 0.01 }, "kind": "other", "text": "INTRODUCTION", "attrs": null, "canon": { "kind": { "name": "Other", "slug": "other", "status": "active", "canonId": "019de52c-fa90-743c-8bf6-20d1fbe82b6d", "version": 1, "description": "Fallback when no canonical kind applies." }, "tool": null, "subkind": { "name": "Unclassified", "slug": "unclassified", "status": "active", "canonId": "019de52d-05ca-77db-81fb-db7d4234bbc0", "version": 1, "description": null }, "framework": null }, "subkind": "unclassified", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:49.367+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "863992dd-53a1-4b82-95a3-62a06c463642", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.37, "x": 0.6, "y": 0.95 }, "kind": "other", "text": "DRAFT Pre-decisional - Proprietary and Confidential | 3", "attrs": null, "canon": { "kind": { "name": "Other", "slug": "other", "status": "active", "canonId": "019de52c-fa90-743c-8bf6-20d1fbe82b6d", "version": 1, "description": "Fallback when no canonical kind applies." }, "tool": null, "subkind": { "name": "Unclassified", "slug": "unclassified", "status": "active", "canonId": "019de52d-05ca-77db-81fb-db7d4234bbc0", "version": 1, "description": null }, "framework": null }, "subkind": "unclassified", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:49.367+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "de442063-f364-47c4-949c-3d56f8fc63e7", "parentComponentId": null }, { "bbox": { "h": 0.8, "w": 0.94, "x": 0.03, "y": 0.1 }, "kind": "table", "text": "Term and Definition table", "attrs": null, "canon": { "kind": { "name": "Table", "slug": "table", "status": "active", "canonId": "019de52c-f9c8-7148-8119-eaac9594cd28", "version": 1, "description": "Tabular data layout." }, "tool": null, "subkind": { "name": "Data table", "slug": "data", "status": "active", "canonId": "019de52d-02d5-75b8-8abf-88e92bf63569", "version": 1, "description": null }, "framework": null }, "subkind": "data", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:49.367+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "9fab1e34-3781-4679-b373-8c9fa215f629", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.25, "x": 0.03, "y": 0.03 }, "kind": "title", "text": "Glossary of terms", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:49.367+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "1a3802e4-1c23-4976-9ed2-2b6c621ed930", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [], "arcBeats": [ { "to": 20, "arc": { "name": "The Consultant's Gambit", "slug": "consultants-gambit", "status": "active", "bestFor": "Business cases, project proposals, strategic recommendations", "canonId": "019dd956-5e0a-73c8-b305-81c38c959e9c", "version": 1, "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49", "structure": "Situation & Context -> Problem & Complication -> Solution & Approach -> Evidence & Proof -> Impact & Next Steps", "description": null, "familyLabel": null }, "from": 1, "name": "Situation & Context", "beatId": "49eaeeb9-de02-4977-a7dc-434bbe197bb2", "matchId": "bb9d3fa1-87dc-4a72-92a6-fb31d2539016", "beatType": { "name": "Situation & Context", "slug": "consultants-gambit-situation-context", "status": "active", "canonId": "019dd9b8-05ae-741b-992d-65ee83c639b3", "version": 1, "description": null }, "evidence": "The document provides an overview of BPS, including demographics, budget allocation, and challenges", "position": 0, "isPrimaryArc": true, "parentBeatType": { "name": "Setup", "slug": "setup", "status": "active", "canonId": "019dd9b8-020e-7505-af9b-d9b9a4679bcc", "version": 1, "description": "Where the deck grounds the reader before doing anything else. Almost every arc opens here." }, "alignedBlockIds": null, "matchConfidence": 0.8 } ], "loops": [], "locked": true }, { "page": 5, "type": "setup", "function": "front_matter", "rawType": "table_of_contents", "block": null, "metadata": { "slideType": "table_of_contents", "slideTypeCanon": { "name": "Table of contents", "slug": "table_of_contents", "status": "active", "canonId": "019de52d-0643-721b-9b85-69676bb85cf8", "version": 1, "description": null }, "function": "front_matter", "functionCanon": { "name": "Front matter", "slug": "front_matter", "status": "active", "canonId": "019de52d-133d-73f0-9e26-201eda96b098", "version": 1, "description": null }, "density": "sparse", "densityScore": 17, "componentCount": 2, "textChars": 141, "nDataPoints": 1, "notes": null, "elementsJson": null, "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "at": "2026-07-16 19:35:48.971+00", "seconds": 1.752, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019f6b8e-e3f2-73cd-ba44-d930e8bf3977/5", "deck": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977", "deckAnchor": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977#slide-5", "deckJson": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977.json" }, "components": [ { "bbox": { "h": 0.45, "w": 0.282, "x": 0.358, "y": 0.2 }, "kind": "list", "text": "Executive summary\nSystem overview\nPhase I: Scan of 25 RFP areas\nPhase II: Area deep dives\nPhase III: Capturing opportunities\nAppendix", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:48.971+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "ae38d5da-50ad-44b6-9dd6-3a472bceb55f", "parentComponentId": null }, { "bbox": { "h": 0.04, "w": 0.13, "x": 0.12, "y": 0.04 }, "kind": "title", "text": "Contents", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:48.971+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "3c97a921-b8e6-40e8-9fd5-785108666465", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [], "arcBeats": [ { "to": 20, "arc": { "name": "The Consultant's Gambit", "slug": "consultants-gambit", "status": "active", "bestFor": "Business cases, project proposals, strategic recommendations", "canonId": "019dd956-5e0a-73c8-b305-81c38c959e9c", "version": 1, "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49", "structure": "Situation & Context -> Problem & Complication -> Solution & Approach -> Evidence & Proof -> Impact & Next Steps", "description": null, "familyLabel": null }, "from": 1, "name": "Situation & Context", "beatId": "49eaeeb9-de02-4977-a7dc-434bbe197bb2", "matchId": "bb9d3fa1-87dc-4a72-92a6-fb31d2539016", "beatType": { "name": "Situation & Context", "slug": "consultants-gambit-situation-context", "status": "active", "canonId": "019dd9b8-05ae-741b-992d-65ee83c639b3", "version": 1, "description": null }, "evidence": "The document provides an overview of BPS, including demographics, budget allocation, and challenges", "position": 0, "isPrimaryArc": true, "parentBeatType": { "name": "Setup", "slug": "setup", "status": "active", "canonId": "019dd9b8-020e-7505-af9b-d9b9a4679bcc", "version": 1, "description": "Where the deck grounds the reader before doing anything else. Almost every arc opens here." }, "alignedBlockIds": null, "matchConfidence": 0.8 } ], "loops": [], "locked": true }, { "page": 6, "type": "setup", "title": "The slide outlines strategic focus areas including facility utilization, special education inclusion, and organizational realignment.", "function": "summarize", "rawType": "executive_summary", "block": null, "metadata": { "slideType": "executive_summary", "slideTypeCanon": { "name": "Executive summary", "slug": "executive_summary", "status": "active", "canonId": "019de52d-06be-73ff-81b3-f99fe7f0025e", "version": 1, "description": null }, "function": "summarize", "functionCanon": { "name": "Summarize", "slug": "summarize", "status": "active", "canonId": "019de52d-1541-704f-b86f-bf7b75056373", "version": 1, "description": null }, "density": "balanced", "densityScore": 45, "componentCount": 2, "textChars": 1253, "nDataPoints": 2, "notes": "The slide outlines strategic focus areas including facility utilization, special education inclusion, and organizational realignment.", "elementsJson": null, "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "at": "2026-07-16 19:35:49.834+00", "seconds": 2.602, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019f6b8e-e3f2-73cd-ba44-d930e8bf3977/6", "deck": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977", "deckAnchor": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977#slide-6", "deckJson": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977.json" }, "components": [ { "bbox": { "h": 0.75, "w": 0.86, "x": 0.07, "y": 0.12 }, "kind": "list", "text": "BPS is a highly diverse public school system, with demographics much different from the city of Boston and SWD and ELL populations that outpace state and national averages. While BPS pushes 55% of its funds to the schools, BPS has a significant number of underutilized buildings and classrooms, spreading funds thin across the system and lessening the impact of resources on a per pupil basis. To concentrate resources more effectively for students, BPS can right-size the district to reflect current and projected BPS enrollment. Over a quarter of the BPS budget goes towards Special Education, meaning that small changes in student classification can translate to large BPS savings and better learning environments for students. A move towards inclusion, currently underway, has a 12-year horizon that - if executed well - will improve special education student outcomes and lead to substantial cost savings. As BPS transitions to a new superintendent and potentially addresses overextension issues, the BPS central office will have an opportunity to address some of the misaligned parts of the organization, driving performance and capturing operational efficiencies in other areas like transportation, food services and maintenance.", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:49.834+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "41999f8b-42c5-43ac-968d-0650a459a6b4", "parentComponentId": null }, { "bbox": { "h": 0.04, "w": 0.25, "x": 0.01, "y": 0.03 }, "kind": "title", "text": "Executive summary", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:49.834+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "69641640-7f25-4f1a-bcca-0769abcc943d", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [], "arcBeats": [ { "to": 20, "arc": { "name": "The Consultant's Gambit", "slug": "consultants-gambit", "status": "active", "bestFor": "Business cases, project proposals, strategic recommendations", "canonId": "019dd956-5e0a-73c8-b305-81c38c959e9c", "version": 1, "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49", "structure": "Situation & Context -> Problem & Complication -> Solution & Approach -> Evidence & Proof -> Impact & Next Steps", "description": null, "familyLabel": null }, "from": 1, "name": "Situation & Context", "beatId": "49eaeeb9-de02-4977-a7dc-434bbe197bb2", "matchId": "bb9d3fa1-87dc-4a72-92a6-fb31d2539016", "beatType": { "name": "Situation & Context", "slug": "consultants-gambit-situation-context", "status": "active", "canonId": "019dd9b8-05ae-741b-992d-65ee83c639b3", "version": 1, "description": null }, "evidence": "The document provides an overview of BPS, including demographics, budget allocation, and challenges", "position": 0, "isPrimaryArc": true, "parentBeatType": { "name": "Setup", "slug": "setup", "status": "active", "canonId": "019dd9b8-020e-7505-af9b-d9b9a4679bcc", "version": 1, "description": "Where the deck grounds the reader before doing anything else. Almost every arc opens here." }, "alignedBlockIds": null, "matchConfidence": 0.8 } ], "loops": [], "locked": true }, { "page": 7, "type": "setup", "title": "The slide uses checkmarks to indicate when savings are realized across FY16, FY17, FY18, and one-time events.", "function": "summarize", "rawType": "executive_summary", "block": null, "metadata": { "slideType": "executive_summary", "slideTypeCanon": { "name": "Executive summary", "slug": "executive_summary", "status": "active", "canonId": "019de52d-06be-73ff-81b3-f99fe7f0025e", "version": 1, "description": null }, "function": "summarize", "functionCanon": { "name": "Summarize", "slug": "summarize", "status": "active", "canonId": "019de52d-1541-704f-b86f-bf7b75056373", "version": 1, "description": null }, "density": "balanced", "densityScore": 48, "componentCount": 4, "textChars": 341, "nDataPoints": 18, "notes": "The slide uses checkmarks to indicate when savings are realized across FY16, FY17, FY18, and one-time events.", "elementsJson": null, "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "at": "2026-07-16 19:35:49.674+00", "seconds": 2.365, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019f6b8e-e3f2-73cd-ba44-d930e8bf3977/7", "deck": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977", "deckAnchor": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977#slide-7", "deckJson": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977.json" }, "components": [ { "bbox": { "h": 0.1, "w": 0.82, "x": 0.09, "y": 0.83 }, "kind": "callout", "text": "Immediate opportunities to save ~$20-40m in FY16 if intense focus and execution placed on activities. With bold decisions and focus, annual savings could total ~$200M /yr, and additional $120-200m one-time benefit", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": null, "subkind": { "name": "Primary callout", "slug": "primary", "status": "active", "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d", "version": 1, "description": null }, "framework": null }, "subkind": "primary", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:49.674+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "d77890f2-c4c6-4fe8-9183-d889aa25b466", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.2, "x": 0.75, "y": 0.02 }, "kind": "legend", "text": "Capturable, but time-sensitive; Capturable", "attrs": null, "canon": { "kind": { "name": "Legend", "slug": "legend", "status": "active", "canonId": "31361933-3d22-4c70-bbad-0801e9fffc0c", "version": 1, "description": "Color/symbol decoder placed adjacent to a chart or diagram." }, "tool": null, "subkind": null, "framework": null }, "subkind": "legend", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:49.674+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "cb5e2cd6-cbb5-4a14-8766-b5e2390c8863", "parentComponentId": null }, { "bbox": { "h": 0.7, "w": 0.96, "x": 0.02, "y": 0.1 }, "kind": "table", "text": "Activity, Savings opportunity, FY16, FY17, FY18, One-time", "attrs": null, "canon": { "kind": { "name": "Table", "slug": "table", "status": "active", "canonId": "019de52c-f9c8-7148-8119-eaac9594cd28", "version": 1, "description": "Tabular data layout." }, "tool": null, "subkind": { "name": "Data table", "slug": "data", "status": "active", "canonId": "019de52d-02d5-75b8-8abf-88e92bf63569", "version": 1, "description": null }, "framework": null }, "subkind": "data", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:49.674+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "2adfef7d-e5c0-4c84-903f-3fb2bb77ef91", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.4, "x": 0.02, "y": 0.03 }, "kind": "title", "text": "Overview of BPS opportunities", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:49.674+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "4754d132-105d-4db3-aa67-24e764cefc57", "parentComponentId": null } ], "metrics": [], "tools": [ { "tool": { "name": "Executive summary", "slug": "executive-summary", "status": "active", "bestFor": null, "canonId": "019dd9e1-4b63-72d5-9734-da757d91ca61", "version": 1, "bodyDocId": null, "description": "A condensed view of the entire argument on a single slide / block.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "45456997-b531-4b4b-85ef-e69042161d3a", "evidence": "This slide is titled 'Overview of BPS opportunities' and has a type of 'executive_summary'.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.9, "extraction": { "at": "2026-07-17 02:11:23.268309+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 7, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null } ], "frameworks": [], "arcBeats": [ { "to": 20, "arc": { "name": "The Consultant's Gambit", "slug": "consultants-gambit", "status": "active", "bestFor": "Business cases, project proposals, strategic recommendations", "canonId": "019dd956-5e0a-73c8-b305-81c38c959e9c", "version": 1, "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49", "structure": "Situation & Context -> Problem & Complication -> Solution & Approach -> Evidence & Proof -> Impact & Next Steps", "description": null, "familyLabel": null }, "from": 1, "name": "Situation & Context", "beatId": "49eaeeb9-de02-4977-a7dc-434bbe197bb2", "matchId": "bb9d3fa1-87dc-4a72-92a6-fb31d2539016", "beatType": { "name": "Situation & Context", "slug": "consultants-gambit-situation-context", "status": "active", "canonId": "019dd9b8-05ae-741b-992d-65ee83c639b3", "version": 1, "description": null }, "evidence": "The document provides an overview of BPS, including demographics, budget allocation, and challenges", "position": 0, "isPrimaryArc": true, "parentBeatType": { "name": "Setup", "slug": "setup", "status": "active", "canonId": "019dd9b8-020e-7505-af9b-d9b9a4679bcc", "version": 1, "description": "Where the deck grounds the reader before doing anything else. Almost every arc opens here." }, "alignedBlockIds": null, "matchConfidence": 0.8 } ], "loops": [], "locked": true }, { "page": 8, "type": "analysis", "title": "The chart uses a waterfall-style breakdown to illustrate the allocation of the $17,455 total per pupil spend.", "function": "analyze_data", "rawType": "executive_summary", "block": null, "metadata": { "slideType": "executive_summary", "slideTypeCanon": { "name": "Executive summary", "slug": "executive_summary", "status": "active", "canonId": "019de52d-06be-73ff-81b3-f99fe7f0025e", "version": 1, "description": null }, "function": "analyze_data", "functionCanon": { "name": "Analyze data", "slug": "analyze_data", "status": "active", "canonId": "019de52d-1590-7413-8c82-cc218cff40b4", "version": 1, "description": null }, "density": "dense", "densityScore": 60, "componentCount": 4, "textChars": 702, "nDataPoints": 10, "notes": "The chart uses a waterfall-style breakdown to illustrate the allocation of the $17,455 total per pupil spend.", "elementsJson": null, "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "at": "2026-07-16 19:35:50.511+00", "seconds": 2.981, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019f6b8e-e3f2-73cd-ba44-d930e8bf3977/8", "deck": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977", "deckAnchor": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977#slide-8", "deckJson": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977.json" }, "components": [ { "bbox": { "h": 0.6, "w": 0.18, "x": 0.8, "y": 0.23 }, "kind": "callout", "text": "Central office support functions capture a lot of spend, with subpar systems for managing towards improved operations outcomes. An overextended BPS footprint stretches limited funds over a large number of schools. Special education drives per pupil expenditures but only reaches 20% of students", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": null, "subkind": { "name": "Primary callout", "slug": "primary", "status": "active", "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d", "version": 1, "description": null }, "framework": null }, "subkind": "primary", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:50.511+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "d950a67b-8697-479e-9c9f-3b2db6450fd4", "parentComponentId": null }, { "bbox": { "h": 0.7, "w": 0.78, "x": 0.02, "y": 0.15 }, "kind": "chart", "text": "Waterfall chart showing breakdown of $17,455 per pupil spend", "attrs": null, "canon": { "kind": { "name": "Chart", "slug": "chart", "status": "active", "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8", "version": 1, "description": "Quantitative chart." }, "tool": null, "subkind": { "name": "Waterfall chart", "slug": "waterfall", "status": "active", "canonId": "019de52d-002e-733e-b5cf-dd3beb6692cc", "version": 1, "description": null }, "framework": null }, "subkind": "waterfall", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:50.511+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "40f0c526-4acb-460c-8926-363f3d69edb5", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.7, "x": 0.02, "y": 0.9 }, "kind": "other", "text": "1 This excludes out of district tuition dollars, as those students are being educated outside of district. 2 Boston is more in-line when Cost of Living adjustments are made, or only compared to Northeastern cities, but still trends high", "attrs": null, "canon": { "kind": { "name": "Other", "slug": "other", "status": "active", "canonId": "019de52c-fa90-743c-8bf6-20d1fbe82b6d", "version": 1, "description": "Fallback when no canonical kind applies." }, "tool": null, "subkind": null, "framework": null }, "subkind": "source-note", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:50.511+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "a445ecb0-4d4d-4fea-a739-6a05c250c531", "parentComponentId": null }, { "bbox": { "h": 0.08, "w": 0.95, "x": 0.02, "y": 0.05 }, "kind": "title", "text": "BPS' per pupil spend is higher than peer averages, while just 36% of spend gets to all students in the classroom", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:50.511+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "34738745-56fd-4a1f-9260-4c3a1e6c64c5", "parentComponentId": null } ], "metrics": [], "tools": [ { "tool": { "name": "Waterfall chart", "slug": "waterfall-chart", "status": "active", "bestFor": null, "canonId": "e2799da3-725f-44a9-a093-570f1f388e64", "version": 1, "bodyDocId": null, "description": null, "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "4426bef5-6417-4c80-b3f6-ef61591d70fc", "evidence": "This slide contains a 'waterfall chart showing breakdown of $17,455 per pupil spend'.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.9, "extraction": { "at": "2026-07-17 02:11:23.341526+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 8, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null } ], "frameworks": [ { "matchId": "8e047576-cf28-4e62-af1a-058cea27ec61", "evidence": "The chart visualizes the decomposition of total per pupil spend into specific categories.", "framework": null, "confidence": 0.9, "extraction": { "at": "2026-07-16 19:35:50.511+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 8, "frameworkName": "waterfall-bridge" } ], "arcBeats": [ { "to": 20, "arc": { "name": "The Consultant's Gambit", "slug": "consultants-gambit", "status": "active", "bestFor": "Business cases, project proposals, strategic recommendations", "canonId": "019dd956-5e0a-73c8-b305-81c38c959e9c", "version": 1, "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49", "structure": "Situation & Context -> Problem & Complication -> Solution & Approach -> Evidence & Proof -> Impact & Next Steps", "description": null, "familyLabel": null }, "from": 1, "name": "Situation & Context", "beatId": "49eaeeb9-de02-4977-a7dc-434bbe197bb2", "matchId": "bb9d3fa1-87dc-4a72-92a6-fb31d2539016", "beatType": { "name": "Situation & Context", "slug": "consultants-gambit-situation-context", "status": "active", "canonId": "019dd9b8-05ae-741b-992d-65ee83c639b3", "version": 1, "description": null }, "evidence": "The document provides an overview of BPS, including demographics, budget allocation, and challenges", "position": 0, "isPrimaryArc": true, "parentBeatType": { "name": "Setup", "slug": "setup", "status": "active", "canonId": "019dd9b8-020e-7505-af9b-d9b9a4679bcc", "version": 1, "description": "Where the deck grounds the reader before doing anything else. Almost every arc opens here." }, "alignedBlockIds": null, "matchConfidence": 0.8 } ], "loops": [], "locked": true }, { "page": 9, "type": "setup", "title": "The slide uses a structured layout with four primary opportunity areas on the left and corresponding key facts on the right.", "function": "summarize", "rawType": "executive_summary", "block": null, "metadata": { "slideType": "executive_summary", "slideTypeCanon": { "name": "Executive summary", "slug": "executive_summary", "status": "active", "canonId": "019de52d-06be-73ff-81b3-f99fe7f0025e", "version": 1, "description": null }, "function": "summarize", "functionCanon": { "name": "Summarize", "slug": "summarize", "status": "active", "canonId": "019de52d-1541-704f-b86f-bf7b75056373", "version": 1, "description": null }, "density": "overcrowded", "densityScore": 80, "componentCount": 7, "textChars": 564, "nDataPoints": 18, "notes": "The slide uses a structured layout with four primary opportunity areas on the left and corresponding key facts on the right.", "elementsJson": null, "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "at": "2026-07-16 19:35:50.697+00", "seconds": 2.866, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019f6b8e-e3f2-73cd-ba44-d930e8bf3977/9", "deck": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977", "deckAnchor": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977#slide-9", "deckJson": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977.json" }, "components": [ { "bbox": { "h": 0.15, "w": 0.16, "x": 0.02, "y": 0.67 }, "kind": "list", "text": "Opportunities to improve operations through policy: ~$10-33m/yr", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:50.697+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "06f557e1-d38d-4d5e-a280-df388fe503f4", "parentComponentId": null }, { "bbox": { "h": 0.15, "w": 0.16, "x": 0.02, "y": 0.48 }, "kind": "list", "text": "Opportunity to speed SPED reforms: ~$17-21M in FY16 and ~$63M longer-term annually", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:50.697+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "4e6bc8b4-6c24-4d4d-94ec-0ab504d0001e", "parentComponentId": null }, { "bbox": { "h": 0.08, "w": 0.96, "x": 0.02, "y": 0.84 }, "kind": "list", "text": "Immediate opportunities for savings in FY16 total ~$20-40m if real focus is brought to opportunity areas. With bold decisions and focus, savings over the next 2-3 years can total ~$200M / yr, with additional one-time benefits", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:50.697+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "5578ed1a-a5ab-4ad9-905b-1d55e41adde1", "parentComponentId": null }, { "bbox": { "h": 0.15, "w": 0.16, "x": 0.02, "y": 0.12 }, "kind": "list", "text": "Opportunity to reorganize central office: Up to ~$27M ongoing reduction", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:50.697+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "94aa3f79-82c3-44f9-b9ce-8075539cbe98", "parentComponentId": null }, { "bbox": { "h": 0.15, "w": 0.16, "x": 0.02, "y": 0.29 }, "kind": "list", "text": "Opportunity to consolidate ~30-50 schools: ~$51-85m/yr plus ~$120-200m one-time", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:50.697+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "e2edf5c4-3c4e-48d5-93cc-0ccfe506d134", "parentComponentId": null }, { "bbox": { "h": 0.02, "w": 0.15, "x": 0.02, "y": 0.01 }, "kind": "subtitle", "text": "EXECUTIVE SUMMARY", "attrs": null, "canon": { "kind": { "name": "Subtitle", "slug": "subtitle", "status": "active", "canonId": "82d821ee-2793-42e7-8f16-c6131385a3ce", "version": 1, "description": "Header-zone supporting text near the title (= ex body.description with bbox)." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:50.697+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "000b5bb1-dc55-44a1-b4e0-b5eac038647a", "parentComponentId": null }, { "bbox": { "h": 0.04, "w": 0.35, "x": 0.02, "y": 0.03 }, "kind": "title", "text": "BPS Potential Opportunities", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:50.697+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "815c874e-efce-4fa3-b797-b78771654e5a", "parentComponentId": null } ], "metrics": [], "tools": [ { "tool": { "name": "List presentation", "slug": "list-presentation", "status": "active", "bestFor": null, "canonId": "019dd9e1-4ef7-777d-ba68-9074c2b3bcf1", "version": 1, "bodyDocId": null, "description": "Bulleted, numbered, or checklist enumerations.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "4851d8c8-f3c4-4b90-8b78-bf0622007e8d", "evidence": "This slide contains a list of bullet points with potential opportunities for savings.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.7, "extraction": { "at": "2026-07-17 02:11:23.413374+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 9, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null } ], "frameworks": [], "arcBeats": [ { "to": 20, "arc": { "name": "The Consultant's Gambit", "slug": "consultants-gambit", "status": "active", "bestFor": "Business cases, project proposals, strategic recommendations", "canonId": "019dd956-5e0a-73c8-b305-81c38c959e9c", "version": 1, "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49", "structure": "Situation & Context -> Problem & Complication -> Solution & Approach -> Evidence & Proof -> Impact & Next Steps", "description": null, "familyLabel": null }, "from": 1, "name": "Situation & Context", "beatId": "49eaeeb9-de02-4977-a7dc-434bbe197bb2", "matchId": "bb9d3fa1-87dc-4a72-92a6-fb31d2539016", "beatType": { "name": "Situation & Context", "slug": "consultants-gambit-situation-context", "status": "active", "canonId": "019dd9b8-05ae-741b-992d-65ee83c639b3", "version": 1, "description": null }, "evidence": "The document provides an overview of BPS, including demographics, budget allocation, and challenges", "position": 0, "isPrimaryArc": true, "parentBeatType": { "name": "Setup", "slug": "setup", "status": "active", "canonId": "019dd9b8-020e-7505-af9b-d9b9a4679bcc", "version": 1, "description": "Where the deck grounds the reader before doing anything else. Almost every arc opens here." }, "alignedBlockIds": null, "matchConfidence": 0.8 } ], "loops": [], "locked": true }, { "page": 10, "type": "analysis", "title": "The slide uses a 2x2 matrix-like layout to contrast 'experienced' vs 'desired' values, with arrows highlighting the shift in perception for 'Bureaucracy' and 'A", "function": "analyze_data", "rawType": "executive_summary", "block": null, "metadata": { "slideType": "executive_summary", "slideTypeCanon": { "name": "Executive summary", "slug": "executive_summary", "status": "active", "canonId": "019de52d-06be-73ff-81b3-f99fe7f0025e", "version": 1, "description": null }, "function": "analyze_data", "functionCanon": { "name": "Analyze data", "slug": "analyze_data", "status": "active", "canonId": "019de52d-1590-7413-8c82-cc218cff40b4", "version": 1, "description": null }, "density": "overcrowded", "densityScore": 89, "componentCount": 8, "textChars": 866, "nDataPoints": 16, "notes": "The slide uses a 2x2 matrix-like layout to contrast 'experienced' vs 'desired' values, with arrows highlighting the shift in perception for 'Bureaucracy' and 'Accountability'.", "elementsJson": null, "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "at": "2026-07-16 19:35:51.311+00", "seconds": 3.47, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019f6b8e-e3f2-73cd-ba44-d930e8bf3977/10", "deck": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977", "deckAnchor": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977#slide-10", "deckJson": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977.json" }, "components": [ { "bbox": { "h": 0.15, "w": 0.8, "x": 0.1, "y": 0.75 }, "kind": "callout", "text": "Therefore, BPS could consider: Defining what accountability looks like for its Central Office; Reducing the internal politics and bureaucracy currently experienced", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": null, "subkind": { "name": "Primary callout", "slug": "primary", "status": "active", "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d", "version": 1, "description": null }, "framework": null }, "subkind": "primary", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:51.311+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "79065f77-1706-4e9d-bcc0-af5aff8b99aa", "parentComponentId": null }, { "bbox": { "h": 0.25, "w": 0.35, "x": 0.1, "y": 0.0016 }, "kind": "list", "text": "Most experienced values: 1. Internal Politics (41), 2. Bureaucracy (25), 3. Accountability (15), 4. Lack of shared purpose (14); Customer focus (14)", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Numbered list", "slug": "numbered", "status": "active", "canonId": "019de52c-fcc0-7718-a284-a4250c805df2", "version": 1, "description": null }, "framework": null }, "subkind": "numbered", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:51.311+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "264a94b0-9720-42b0-b07d-4f171f13833a", "parentComponentId": null }, { "bbox": { "h": 0.25, "w": 0.35, "x": 0.55, "y": 0.0045 }, "kind": "list", "text": "Least desired values: 1. Inconsistent (40), 2. Bureaucracy (37), 3. Slow moving (31), 4. Silos (30); Internal Politics (30)", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Numbered list", "slug": "numbered", "status": "active", "canonId": "019de52c-fcc0-7718-a284-a4250c805df2", "version": 1, "description": null }, "framework": null }, "subkind": "numbered", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:51.311+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "55da23f5-8de7-4c37-b609-3938fe7b81c5", "parentComponentId": null }, { "bbox": { "h": 0.25, "w": 0.35, "x": 0.1, "y": 0.0045 }, "kind": "list", "text": "Least experienced values: 1. Efficiency (28), 2. Equity (27), 3. Accountability (25); Employee focus (25), 4. Fear (12); Trust (12)", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Numbered list", "slug": "numbered", "status": "active", "canonId": "019de52c-fcc0-7718-a284-a4250c805df2", "version": 1, "description": null }, "framework": null }, "subkind": "numbered", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:51.311+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "aba889cd-7053-4d82-a795-4723898b147a", "parentComponentId": null }, { "bbox": { "h": 0.25, "w": 0.35, "x": 0.55, "y": 0.0016 }, "kind": "list", "text": "Most desired values: 1. Being collaborative (39), 2. Accountability (33), 3. Excellence (28), 4. Equity (21)", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Numbered list", "slug": "numbered", "status": "active", "canonId": "019de52c-fcc0-7718-a284-a4250c805df2", "version": 1, "description": null }, "framework": null }, "subkind": "numbered", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:51.311+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "eed18c52-6602-4a4c-a5a9-9cf51b9f6b5e", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.4, "x": 0.02, "y": 0.96 }, "kind": "other", "text": "Source: Values and Alignment Survey of BPS central office staff (n=72)", "attrs": null, "canon": { "kind": { "name": "Other", "slug": "other", "status": "active", "canonId": "019de52c-fa90-743c-8bf6-20d1fbe82b6d", "version": 1, "description": "Fallback when no canonical kind applies." }, "tool": null, "subkind": null, "framework": null }, "subkind": "source-note", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:51.311+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "a6a9fbb4-f90e-4549-988a-15195bd7e3d3", "parentComponentId": null }, { "bbox": { "h": 0.06, "w": 0.85, "x": 0.04, "y": 0.08 }, "kind": "title", "text": "Values survey reveals there is a desire for more accountability and less bureaucracy in the Central Office", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Action title", "slug": "action-title", "status": "active", "canonId": "019de52c-fb31-734c-a0f5-a3935b73135d", "version": 1, "description": null }, "framework": null }, "subkind": "action-title", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:51.311+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "527984e0-a2a4-4322-bce8-b3db9a24abf3", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.25, "x": 0.04, "y": 0.04 }, "kind": "title", "text": "EXECUTIVE SUMMARY", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:51.311+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "1beac041-4801-48bb-97c4-1499578b5ece", "parentComponentId": null } ], "metrics": [], "tools": [ { "tool": { "name": "Audience Definition", "slug": "audience-definition", "status": "active", "bestFor": null, "canonId": "019dd956-7f2a-775d-aeee-ff099bcb7756", "version": 1, "bodyDocId": null, "description": "Six key questions: Who are they? What do they know? What do they believe? What do they care about? What do they fear? What decisions can they make?", "familyLabel": null, "categoryName": "Block", "categorySlug": "block" }, "agent": "Storyteller", "layer": "slide", "agents": [ "Storyteller" ], "matchId": "0a03df7b-5b6d-434b-b708-f280e57aebf5", "evidence": "This slide mentions a 'Values and Alignment Survey of BPS central office staff (n=72)', indicating an understanding of the audience.", "pageRefs": null, "priority": "Core", "whenToUse": null, "confidence": 0.5, "extraction": { "at": "2026-07-17 02:11:23.485506+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 10, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null } ], "frameworks": [ { "matchId": "e925c951-6106-4ee0-84c0-170f63978b68", "evidence": "The slide organizes data into four quadrants comparing experienced vs desired values.", "framework": null, "confidence": 0.8, "extraction": { "at": "2026-07-16 19:35:51.311+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 10, "frameworkName": "matrix-2x2" } ], "arcBeats": [ { "to": 20, "arc": { "name": "The Consultant's Gambit", "slug": "consultants-gambit", "status": "active", "bestFor": "Business cases, project proposals, strategic recommendations", "canonId": "019dd956-5e0a-73c8-b305-81c38c959e9c", "version": 1, "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49", "structure": "Situation & Context -> Problem & Complication -> Solution & Approach -> Evidence & Proof -> Impact & Next Steps", "description": null, "familyLabel": null }, "from": 1, "name": "Situation & Context", "beatId": "49eaeeb9-de02-4977-a7dc-434bbe197bb2", "matchId": "bb9d3fa1-87dc-4a72-92a6-fb31d2539016", "beatType": { "name": "Situation & Context", "slug": "consultants-gambit-situation-context", "status": "active", "canonId": "019dd9b8-05ae-741b-992d-65ee83c639b3", "version": 1, "description": null }, "evidence": "The document provides an overview of BPS, including demographics, budget allocation, and challenges", "position": 0, "isPrimaryArc": true, "parentBeatType": { "name": "Setup", "slug": "setup", "status": "active", "canonId": "019dd9b8-020e-7505-af9b-d9b9a4679bcc", "version": 1, "description": "Where the deck grounds the reader before doing anything else. Almost every arc opens here." }, "alignedBlockIds": null, "matchConfidence": 0.8 } ], "loops": [], "locked": true }, { "page": 11, "type": "analysis", "title": "The chart uses a combination of a bar chart for school counts and a line chart for student population to illustrate the mismatch.", "function": "analyze_data", "rawType": "executive_summary", "block": null, "metadata": { "slideType": "executive_summary", "slideTypeCanon": { "name": "Executive summary", "slug": "executive_summary", "status": "active", "canonId": "019de52d-06be-73ff-81b3-f99fe7f0025e", "version": 1, "description": null }, "function": "analyze_data", "functionCanon": { "name": "Analyze data", "slug": "analyze_data", "status": "active", "canonId": "019de52d-1590-7413-8c82-cc218cff40b4", "version": 1, "description": null }, "density": "dense", "densityScore": 68, "componentCount": 5, "textChars": 614, "nDataPoints": 44, "notes": "The chart uses a combination of a bar chart for school counts and a line chart for student population to illustrate the mismatch.", "elementsJson": null, "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "at": "2026-07-16 19:35:50.662+00", "seconds": 2.7, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019f6b8e-e3f2-73cd-ba44-d930e8bf3977/11", "deck": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977", "deckAnchor": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977#slide-11", "deckJson": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977.json" }, "components": [ { "bbox": { "h": 0.4, "w": 0.2, "x": 0.78, "y": 0.28 }, "kind": "callout", "text": "BPS can reduce its footprint based on the large difference between its enrollment and its capacity. Projections suggest no additional space will be needed in the future", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": null, "subkind": { "name": "Primary callout", "slug": "primary", "status": "active", "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d", "version": 1, "description": null }, "framework": null }, "subkind": "primary", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:50.662+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "5cc46a4a-2e8b-4dab-84ff-8209525a061b", "parentComponentId": null }, { "bbox": { "h": 0.6, "w": 0.75, "x": 0.03, "y": 0.15 }, "kind": "chart", "text": "Schools vs. student population", "attrs": null, "canon": { "kind": { "name": "Chart", "slug": "chart", "status": "active", "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8", "version": 1, "description": "Quantitative chart." }, "tool": null, "subkind": { "name": "Vertical bar chart", "slug": "bar-vertical", "status": "active", "canonId": "019de52c-fe9d-70f2-b3b7-a9ae294f5917", "version": 1, "description": null }, "framework": null }, "subkind": "bar-vertical", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:50.662+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "751c736e-16d7-47c8-8a7a-170d526cbba2", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.4, "x": 0.01, "y": 0.95 }, "kind": "other", "text": "Source: Massachusetts Department of Elementary and Secondary Education; Internal interviews; BPS data", "attrs": null, "canon": { "kind": { "name": "Other", "slug": "other", "status": "active", "canonId": "019de52c-fa90-743c-8bf6-20d1fbe82b6d", "version": 1, "description": "Fallback when no canonical kind applies." }, "tool": null, "subkind": null, "framework": null }, "subkind": "source-note", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:50.662+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "019aa251-a1b1-495a-b38e-69f4db56e453", "parentComponentId": null }, { "bbox": { "h": 0.12, "w": 0.75, "x": 0.03, "y": 0.78 }, "kind": "paragraph", "text": "With students decreasing, the funding for each student must continue to cover the system's \"fixed costs\" including the buildings but also the principals and school staff which are present at each location", "attrs": null, "canon": { "kind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4", "version": 1, "description": "Single prose block in the body of a slide." }, "tool": null, "subkind": null, "framework": null }, "subkind": "paragraph", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:50.662+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "cdd08595-fb59-4168-99d3-3c9b66715a00", "parentComponentId": null }, { "bbox": { "h": 0.08, "w": 0.8, "x": 0.03, "y": 0.03 }, "kind": "title", "text": "Since 1994, BPS student population has declined 17%, but the number of schools has remained relatively constant", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:50.662+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "0ab45519-6192-46ee-9f3f-2257508d5c15", "parentComponentId": null } ], "metrics": [], "tools": [ { "tool": { "name": "Chart Selection Guide", "slug": "chart-selection-guide", "status": "active", "bestFor": null, "canonId": "019dd956-b1a0-700b-ba17-0e16c4d5bcae", "version": 1, "bodyDocId": null, "description": "Choosing the right chart type for your data and message", "familyLabel": null, "categoryName": "Slide", "categorySlug": "slide" }, "agent": "Designer", "layer": "slide", "agents": [ "Designer" ], "matchId": "ecab7c90-e71e-4575-9061-7a9dd72e72dc", "evidence": "This slide contains a bar chart showing 'Schools vs. student population'.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.5, "extraction": { "at": "2026-07-17 02:11:23.558877+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 11, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null } ], "frameworks": [ { "matchId": "ff47ece3-27e0-44a3-a326-b5e533aff239", "evidence": "The slide links declining enrollment to fixed costs and the need for footprint reduction.", "framework": null, "confidence": 0.8, "extraction": { "at": "2026-07-16 19:35:50.662+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 11, "frameworkName": "causal-chain" } ], "arcBeats": [ { "to": 20, "arc": { "name": "The Consultant's Gambit", "slug": "consultants-gambit", "status": "active", "bestFor": "Business cases, project proposals, strategic recommendations", "canonId": "019dd956-5e0a-73c8-b305-81c38c959e9c", "version": 1, "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49", "structure": "Situation & Context -> Problem & Complication -> Solution & Approach -> Evidence & Proof -> Impact & Next Steps", "description": null, "familyLabel": null }, "from": 1, "name": "Situation & Context", "beatId": "49eaeeb9-de02-4977-a7dc-434bbe197bb2", "matchId": "bb9d3fa1-87dc-4a72-92a6-fb31d2539016", "beatType": { "name": "Situation & Context", "slug": "consultants-gambit-situation-context", "status": "active", "canonId": "019dd9b8-05ae-741b-992d-65ee83c639b3", "version": 1, "description": null }, "evidence": "The document provides an overview of BPS, including demographics, budget allocation, and challenges", "position": 0, "isPrimaryArc": true, "parentBeatType": { "name": "Setup", "slug": "setup", "status": "active", "canonId": "019dd9b8-020e-7505-af9b-d9b9a4679bcc", "version": 1, "description": "Where the deck grounds the reader before doing anything else. Almost every arc opens here." }, "alignedBlockIds": null, "matchConfidence": 0.8 } ], "loops": [], "locked": true }, { "page": 12, "type": "analysis", "title": "The slide uses a table to present financial impact analysis of school consolidation.", "function": "analyze_data", "rawType": "executive_summary", "block": null, "metadata": { "slideType": "executive_summary", "slideTypeCanon": { "name": "Executive summary", "slug": "executive_summary", "status": "active", "canonId": "019de52d-06be-73ff-81b3-f99fe7f0025e", "version": 1, "description": null }, "function": "analyze_data", "functionCanon": { "name": "Analyze data", "slug": "analyze_data", "status": "active", "canonId": "019de52d-1590-7413-8c82-cc218cff40b4", "version": 1, "description": null }, "density": "balanced", "densityScore": 44, "componentCount": 4, "textChars": 272, "nDataPoints": 16, "notes": "The slide uses a table to present financial impact analysis of school consolidation.", "elementsJson": null, "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "at": "2026-07-16 19:35:51.118+00", "seconds": 2.752, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019f6b8e-e3f2-73cd-ba44-d930e8bf3977/12", "deck": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977", "deckAnchor": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977#slide-12", "deckJson": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977.json" }, "components": [ { "bbox": { "h": 0.03, "w": 0.9, "x": 0.05, "y": 0.91 }, "kind": "other", "text": "1 Assumed 2 The Massachusetts state average is 13.7:1, while high performing states like Minnesota 15.9:1", "attrs": null, "canon": { "kind": { "name": "Other", "slug": "other", "status": "active", "canonId": "019de52c-fa90-743c-8bf6-20d1fbe82b6d", "version": 1, "description": "Fallback when no canonical kind applies." }, "tool": null, "subkind": null, "framework": null }, "subkind": "source-note", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:51.118+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "c0ac2d64-8c76-4dfe-8b94-a4886b937af1", "parentComponentId": null }, { "bbox": { "h": 0.02, "w": 0.3, "x": 0.05, "y": 0.96 }, "kind": "other", "text": "Source: Team analysis; BPS Office of Finance", "attrs": null, "canon": { "kind": { "name": "Other", "slug": "other", "status": "active", "canonId": "019de52c-fa90-743c-8bf6-20d1fbe82b6d", "version": 1, "description": "Fallback when no canonical kind applies." }, "tool": null, "subkind": null, "framework": null }, "subkind": "source-note", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:51.118+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "d1ce6eff-1376-4d10-b146-922afc5fa96e", "parentComponentId": null }, { "bbox": { "h": 0.7, "w": 0.9, "x": 0.05, "y": 0.15 }, "kind": "table", "text": "Consolidation cost savings table", "attrs": null, "canon": { "kind": { "name": "Table", "slug": "table", "status": "active", "canonId": "019de52c-f9c8-7148-8119-eaac9594cd28", "version": 1, "description": "Tabular data layout." }, "tool": null, "subkind": { "name": "Data table", "slug": "data", "status": "active", "canonId": "019de52d-02d5-75b8-8abf-88e92bf63569", "version": 1, "description": null }, "framework": null }, "subkind": "data", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:51.118+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "b07bdf37-33dd-4fa5-8be4-c804b3ac48c6", "parentComponentId": null }, { "bbox": { "h": 0.06, "w": 0.85, "x": 0.05, "y": 0.04 }, "kind": "title", "text": "Moving students into fewer schools could allow BPS to redirect ~$1.7M before property sales", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:51.118+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "fc4d9183-224d-4362-9252-4585ad7ab128", "parentComponentId": null } ], "metrics": [], "tools": [ { "tool": { "name": "Table data", "slug": "table-data", "status": "active", "bestFor": null, "canonId": "019dd9e1-4fab-7168-a82f-b847350a006d", "version": 1, "bodyDocId": null, "description": "Tabular layouts of structured data.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "1d369897-8362-4960-94ed-7eedb151a28b", "evidence": "This slide contains a 'Consolidation cost savings table'.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.7, "extraction": { "at": "2026-07-17 02:11:23.632498+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 12, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null } ], "frameworks": [], "arcBeats": [ { "to": 20, "arc": { "name": "The Consultant's Gambit", "slug": "consultants-gambit", "status": "active", "bestFor": "Business cases, project proposals, strategic recommendations", "canonId": "019dd956-5e0a-73c8-b305-81c38c959e9c", "version": 1, "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49", "structure": "Situation & Context -> Problem & Complication -> Solution & Approach -> Evidence & Proof -> Impact & Next Steps", "description": null, "familyLabel": null }, "from": 1, "name": "Situation & Context", "beatId": "49eaeeb9-de02-4977-a7dc-434bbe197bb2", "matchId": "bb9d3fa1-87dc-4a72-92a6-fb31d2539016", "beatType": { "name": "Situation & Context", "slug": "consultants-gambit-situation-context", "status": "active", "canonId": "019dd9b8-05ae-741b-992d-65ee83c639b3", "version": 1, "description": null }, "evidence": "The document provides an overview of BPS, including demographics, budget allocation, and challenges", "position": 0, "isPrimaryArc": true, "parentBeatType": { "name": "Setup", "slug": "setup", "status": "active", "canonId": "019dd9b8-020e-7505-af9b-d9b9a4679bcc", "version": 1, "description": "Where the deck grounds the reader before doing anything else. Almost every arc opens here." }, "alignedBlockIds": null, "matchConfidence": 0.8 } ], "loops": [], "locked": true }, { "page": 13, "type": "setup", "title": "The slide uses a causal flow structure (savings/sales leading to reinvestment outcomes).", "function": "present_solution", "rawType": "executive_summary", "block": null, "metadata": { "slideType": "executive_summary", "slideTypeCanon": { "name": "Executive summary", "slug": "executive_summary", "status": "active", "canonId": "019de52d-06be-73ff-81b3-f99fe7f0025e", "version": 1, "description": null }, "function": "present_solution", "functionCanon": { "name": "Present solution", "slug": "present_solution", "status": "active", "canonId": "019de52d-15b8-71da-bd23-2b767850cbce", "version": 1, "description": null }, "density": "overcrowded", "densityScore": 90, "componentCount": 10, "textChars": 836, "nDataPoints": 6, "notes": "The slide uses a causal flow structure (savings/sales leading to reinvestment outcomes).", "elementsJson": null, "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "at": "2026-07-16 19:35:51.774+00", "seconds": 3.388, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019f6b8e-e3f2-73cd-ba44-d930e8bf3977/13", "deck": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977", "deckAnchor": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977#slide-13", "deckJson": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977.json" }, "components": [ { "bbox": { "h": 0.12, "w": 0.9, "x": 0.05, "y": 0.79 }, "kind": "callout", "text": "While these are possibilities, the school district will have the ability to choose how it reinvests the money, taking into account the tradeoffs between consistency across schools and school autonomy", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": null, "subkind": { "name": "Primary callout", "slug": "primary", "status": "active", "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d", "version": 1, "description": null }, "framework": null }, "subkind": "primary", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:51.774+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "95753cd9-0106-4810-924f-848b6f63c6dd", "parentComponentId": null }, { "bbox": { "h": 0.15, "w": 0.4, "x": 0.54, "y": 0.64 }, "kind": "list", "text": "Funds to build 1 state-of-the-art high school (~$30M) and 9 state-of-the-art lower schools (~$10M each)", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:51.774+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "26c0e42b-a663-4d6b-a10b-a381391990f3", "parentComponentId": null }, { "bbox": { "h": 0.1, "w": 0.4, "x": 0.54, "y": 0.32 }, "kind": "list", "text": "Guaranteed set of electives or specials at all schools (e.g., Physical Education, Art)", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:51.774+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "5123da7b-ca56-4c76-badf-ac611c0d3c9f", "parentComponentId": null }, { "bbox": { "h": 0.1, "w": 0.4, "x": 0.54, "y": 0.15 }, "kind": "list", "text": "Expanded before- and after-school programming for students in all schools", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:51.774+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "7ba0df9d-b7fa-4fb1-8a95-20618d336bc4", "parentComponentId": null }, { "bbox": { "h": 0.15, "w": 0.4, "x": 0.54, "y": 0.47 }, "kind": "list", "text": "Greater portfolio of teacher supports and resources (e.g., instructional coaches, first-year mentors, counselors)", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:51.774+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "9d27e4c7-b199-47f8-a672-6e103ec67c98", "parentComponentId": null }, { "bbox": { "h": 0.1, "w": 0.4, "x": 0.07, "y": 0.67 }, "kind": "list", "text": "~$120M in one-time cash from property sales of 30 – 50 schools", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:51.774+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "b26abb36-6d77-4197-89b5-3df9a36e8fc4", "parentComponentId": null }, { "bbox": { "h": 0.15, "w": 0.4, "x": 0.07, "y": 0.32 }, "kind": "list", "text": "~$51-85M in run-rate savings garnered from closing 30 – 50 schools", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:51.774+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "d44fcba2-3c3e-4902-9670-bbda3c6f9820", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.1, "x": 0.05, "y": 0.95 }, "kind": "other", "text": "Source: BPS data", "attrs": null, "canon": { "kind": { "name": "Other", "slug": "other", "status": "active", "canonId": "019de52c-fa90-743c-8bf6-20d1fbe82b6d", "version": 1, "description": "Fallback when no canonical kind applies." }, "tool": null, "subkind": null, "framework": null }, "subkind": "source-note", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:51.774+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "dede8394-bce6-4940-9e8e-3e058c76e2ca", "parentComponentId": null }, { "bbox": { "h": 0.08, "w": 0.8, "x": 0.05, "y": 0.07 }, "kind": "title", "text": "While the new funds will not be easy to unlock, they can bring the promise of a better future for BPS", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Action title", "slug": "action-title", "status": "active", "canonId": "019de52c-fb31-734c-a0f5-a3935b73135d", "version": 1, "description": null }, "framework": null }, "subkind": "action-title", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:51.774+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "c77e1c76-9563-4b31-9ca9-65b89b633231", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.2, "x": 0.05, "y": 0.03 }, "kind": "title", "text": "EXECUTIVE SUMMARY", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:51.774+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "708d5636-86e3-4499-a8ad-635545b2c802", "parentComponentId": null } ], "metrics": [], "tools": [ { "tool": { "name": "Call to action", "slug": "call-to-action", "status": "active", "bestFor": null, "canonId": "019dd9e1-4bbb-702a-9ead-82daf188bb7c", "version": 1, "bodyDocId": null, "description": "Explicit prescription of what the audience should do next.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "94af2df4-b397-4a80-8d7c-6016b2a9a1c0", "evidence": "This slide mentions potential uses for new funds, such as 'Guaranteed set of electives or specials at all schools'.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.5, "extraction": { "at": "2026-07-17 02:11:23.705515+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 13, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null } ], "frameworks": [ { "matchId": "1fc45d2e-93bc-455c-8920-82f1f443a1af", "evidence": "The slide maps financial inputs (savings/sales) to programmatic outputs (reinvestments).", "framework": null, "confidence": 0.8, "extraction": { "at": "2026-07-16 19:35:51.774+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 13, "frameworkName": "causal-chain" } ], "arcBeats": [ { "to": 20, "arc": { "name": "The Consultant's Gambit", "slug": "consultants-gambit", "status": "active", "bestFor": "Business cases, project proposals, strategic recommendations", "canonId": "019dd956-5e0a-73c8-b305-81c38c959e9c", "version": 1, "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49", "structure": "Situation & Context -> Problem & Complication -> Solution & Approach -> Evidence & Proof -> Impact & Next Steps", "description": null, "familyLabel": null }, "from": 1, "name": "Situation & Context", "beatId": "49eaeeb9-de02-4977-a7dc-434bbe197bb2", "matchId": "bb9d3fa1-87dc-4a72-92a6-fb31d2539016", "beatType": { "name": "Situation & Context", "slug": "consultants-gambit-situation-context", "status": "active", "canonId": "019dd9b8-05ae-741b-992d-65ee83c639b3", "version": 1, "description": null }, "evidence": "The document provides an overview of BPS, including demographics, budget allocation, and challenges", "position": 0, "isPrimaryArc": true, "parentBeatType": { "name": "Setup", "slug": "setup", "status": "active", "canonId": "019dd9b8-020e-7505-af9b-d9b9a4679bcc", "version": 1, "description": "Where the deck grounds the reader before doing anything else. Almost every arc opens here." }, "alignedBlockIds": null, "matchConfidence": 0.8 } ], "loops": [], "locked": true }, { "page": 14, "type": "analysis", "title": "The slide uses a hierarchical tree diagram to decompose the budget.", "function": "analyze_data", "rawType": "executive_summary", "block": null, "metadata": { "slideType": "executive_summary", "slideTypeCanon": { "name": "Executive summary", "slug": "executive_summary", "status": "active", "canonId": "019de52d-06be-73ff-81b3-f99fe7f0025e", "version": 1, "description": null }, "function": "analyze_data", "functionCanon": { "name": "Analyze data", "slug": "analyze_data", "status": "active", "canonId": "019de52d-1590-7413-8c82-cc218cff40b4", "version": 1, "description": null }, "density": "dense", "densityScore": 56, "componentCount": 5, "textChars": 326, "nDataPoints": 15, "notes": "The slide uses a hierarchical tree diagram to decompose the budget.", "elementsJson": null, "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "at": "2026-07-16 19:35:51.505+00", "seconds": 2.974, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019f6b8e-e3f2-73cd-ba44-d930e8bf3977/14", "deck": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977", "deckAnchor": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977#slide-14", "deckJson": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977.json" }, "components": [ { "bbox": { "h": 0.15, "w": 0.18, "x": 0.16, "y": 0.35 }, "kind": "callout", "text": "As the biggest three areas in the biggest part of the BPS budget, these areas are 18% of total BPS budget", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": null, "subkind": { "name": "Primary callout", "slug": "primary", "status": "active", "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d", "version": 1, "description": null }, "framework": null }, "subkind": "primary", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:51.505+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "dad66592-b27b-47b7-bb2a-25588758a09b", "parentComponentId": null }, { "bbox": { "h": 0.75, "w": 0.9, "x": 0.05, "y": 0.15 }, "kind": "diagram", "text": "Hierarchical budget breakdown", "attrs": null, "canon": { "kind": { "name": "Diagram", "slug": "diagram", "status": "active", "canonId": "019de52c-f9f0-734a-81de-15382ff28c65", "version": 1, "description": "Schematic or relational diagram." }, "tool": null, "subkind": { "name": "Process flow", "slug": "process", "status": "active", "canonId": "019de52d-039c-718f-ad3a-efe9c4b3c838", "version": 1, "description": null }, "framework": null }, "subkind": "process", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:51.505+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "46f32a98-8c33-4e1f-8d78-18f7ea28aeb1", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.35, "x": 0.05, "y": 0.95 }, "kind": "source-note", "text": "Source: BPS 2014 all funds drill down, actual expenses", "attrs": null, "canon": { "kind": { "name": "Source note", "slug": "source-note", "status": "active", "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948", "version": 1, "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": "source-note", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:51.505+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "cce37dbe-9eac-4580-a13c-cef6368656ab", "parentComponentId": null }, { "bbox": { "h": 0.08, "w": 0.85, "x": 0.05, "y": 0.07 }, "kind": "title", "text": "SPED is ~25% of the BPS spend and 73% of its costs are in 3 areas: classroom staff, transportation and private placements", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Action title", "slug": "action-title", "status": "active", "canonId": "019de52c-fb31-734c-a0f5-a3935b73135d", "version": 1, "description": null }, "framework": null }, "subkind": "action-title", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:51.505+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "5f7a7d48-2146-434e-90f2-c7bafb0fe0e8", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.25, "x": 0.05, "y": 0.03 }, "kind": "title", "text": "EXECUTIVE SUMMARY", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:51.505+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "ac7e682f-479f-4c40-987a-f1072134e0b2", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [ { "matchId": "8a0881d7-7150-4971-a7dc-e7a00ba3faa8", "evidence": "Hierarchical breakdown of budget categories", "framework": null, "confidence": 0.9, "extraction": { "at": "2026-07-16 19:35:51.505+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 14, "frameworkName": "decomposition" } ], "arcBeats": [ { "to": 20, "arc": { "name": "The Consultant's Gambit", "slug": "consultants-gambit", "status": "active", "bestFor": "Business cases, project proposals, strategic recommendations", "canonId": "019dd956-5e0a-73c8-b305-81c38c959e9c", "version": 1, "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49", "structure": "Situation & Context -> Problem & Complication -> Solution & Approach -> Evidence & Proof -> Impact & Next Steps", "description": null, "familyLabel": null }, "from": 1, "name": "Situation & Context", "beatId": "49eaeeb9-de02-4977-a7dc-434bbe197bb2", "matchId": "bb9d3fa1-87dc-4a72-92a6-fb31d2539016", "beatType": { "name": "Situation & Context", "slug": "consultants-gambit-situation-context", "status": "active", "canonId": "019dd9b8-05ae-741b-992d-65ee83c639b3", "version": 1, "description": null }, "evidence": "The document provides an overview of BPS, including demographics, budget allocation, and challenges", "position": 0, "isPrimaryArc": true, "parentBeatType": { "name": "Setup", "slug": "setup", "status": "active", "canonId": "019dd9b8-020e-7505-af9b-d9b9a4679bcc", "version": 1, "description": "Where the deck grounds the reader before doing anything else. Almost every arc opens here." }, "alignedBlockIds": null, "matchConfidence": 0.8 } ], "loops": [], "locked": true }, { "page": 15, "type": "analysis", "title": "The chart displays individual school classification rates, highlighting extreme outliers (0% and 100%).", "function": "analyze_data", "rawType": "executive_summary", "block": null, "metadata": { "slideType": "executive_summary", "slideTypeCanon": { "name": "Executive summary", "slug": "executive_summary", "status": "active", "canonId": "019de52d-06be-73ff-81b3-f99fe7f0025e", "version": 1, "description": null }, "function": "analyze_data", "functionCanon": { "name": "Analyze data", "slug": "analyze_data", "status": "active", "canonId": "019de52d-1590-7413-8c82-cc218cff40b4", "version": 1, "description": null }, "density": "overcrowded", "densityScore": 79, "componentCount": 6, "textChars": 682, "nDataPoints": 80, "notes": "The chart displays individual school classification rates, highlighting extreme outliers (0% and 100%).", "elementsJson": null, "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "at": "2026-07-16 19:35:51.62+00", "seconds": 2.959, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019f6b8e-e3f2-73cd-ba44-d930e8bf3977/15", "deck": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977", "deckAnchor": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977#slide-15", "deckJson": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977.json" }, "components": [ { "bbox": { "h": 0.65, "w": 0.6, "x": 0.03, "y": 0.18 }, "kind": "chart", "text": "Horizontal bar chart showing classification rates for dozens of schools", "attrs": null, "canon": { "kind": { "name": "Chart", "slug": "chart", "status": "active", "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8", "version": 1, "description": "Quantitative chart." }, "tool": null, "subkind": { "name": "Horizontal bar chart", "slug": "bar-horizontal", "status": "active", "canonId": "019de52c-fec4-7221-986b-1cb5f5e84b1f", "version": 1, "description": null }, "framework": null }, "subkind": "bar-horizontal", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:51.62+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "11c0a283-762c-499f-94de-78d035db9334", "parentComponentId": null }, { "bbox": { "h": 0.4, "w": 0.3, "x": 0.67, "y": 0.2 }, "kind": "list", "text": "There are 14 schools who classified 100% of the students referred and 35 who referred 0%. Variable rates reflect differing school cultures around classification. A centralized auditing process can narrow the band of variability.", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:51.62+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "1fa6772f-234c-4133-9108-23283ed11a7e", "parentComponentId": null }, { "bbox": { "h": 0.15, "w": 0.67, "x": 0.3, "y": 0.68 }, "kind": "list", "text": "Deeper data dives, at the level of IEP are needed to understand whether students in these programs are being classified, when they may be over classified. Cultural shifts in the district may be necessary.", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:51.62+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "74bed49d-28cd-48b9-b94c-668c3ea9482f", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.2, "x": 0.03, "y": 0.95 }, "kind": "source-note", "text": "Source: Office of Special Education data", "attrs": null, "canon": { "kind": { "name": "Source note", "slug": "source-note", "status": "active", "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948", "version": 1, "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": "source-note", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:51.62+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "151ccbe7-5e27-4c9c-8968-eac29b4b2f38", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.6, "x": 0.03, "y": 0.12 }, "kind": "subtitle", "text": "Rates of SPED classifications among referred population, by school, SY 14-15", "attrs": null, "canon": { "kind": { "name": "Subtitle", "slug": "subtitle", "status": "active", "canonId": "82d821ee-2793-42e7-8f16-c6131385a3ce", "version": 1, "description": "Header-zone supporting text near the title (= ex body.description with bbox)." }, "tool": null, "subkind": null, "framework": null }, "subkind": "description", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:51.62+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "73bcbf42-7aea-403c-aff0-07c928b0b115", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.7, "x": 0.03, "y": 0.03 }, "kind": "title", "text": "3 BPS schools are classifying students at widely variable rates", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:51.62+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "9da4f489-f85b-4300-820a-0ff92c163154", "parentComponentId": null } ], "metrics": [], "tools": [ { "tool": { "name": "Chart Selection Guide", "slug": "chart-selection-guide", "status": "active", "bestFor": null, "canonId": "019dd956-b1a0-700b-ba17-0e16c4d5bcae", "version": 1, "bodyDocId": null, "description": "Choosing the right chart type for your data and message", "familyLabel": null, "categoryName": "Slide", "categorySlug": "slide" }, "agent": "Designer", "layer": "slide", "agents": [ "Designer" ], "matchId": "072e61d9-75e6-47a0-b67b-3e664bff9818", "evidence": "This slide contains a horizontal bar chart showing classification rates for dozens of schools.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.5, "extraction": { "at": "2026-07-17 02:11:23.821506+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 15, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null } ], "frameworks": [], "arcBeats": [ { "to": 20, "arc": { "name": "The Consultant's Gambit", "slug": "consultants-gambit", "status": "active", "bestFor": "Business cases, project proposals, strategic recommendations", "canonId": "019dd956-5e0a-73c8-b305-81c38c959e9c", "version": 1, "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49", "structure": "Situation & Context -> Problem & Complication -> Solution & Approach -> Evidence & Proof -> Impact & Next Steps", "description": null, "familyLabel": null }, "from": 1, "name": "Situation & Context", "beatId": "49eaeeb9-de02-4977-a7dc-434bbe197bb2", "matchId": "bb9d3fa1-87dc-4a72-92a6-fb31d2539016", "beatType": { "name": "Situation & Context", "slug": "consultants-gambit-situation-context", "status": "active", "canonId": "019dd9b8-05ae-741b-992d-65ee83c639b3", "version": 1, "description": null }, "evidence": "The document provides an overview of BPS, including demographics, budget allocation, and challenges", "position": 0, "isPrimaryArc": true, "parentBeatType": { "name": "Setup", "slug": "setup", "status": "active", "canonId": "019dd9b8-020e-7505-af9b-d9b9a4679bcc", "version": 1, "description": "Where the deck grounds the reader before doing anything else. Almost every arc opens here." }, "alignedBlockIds": null, "matchConfidence": 0.8 } ], "loops": [], "locked": true }, { "page": 16, "type": "analysis", "title": "The slide uses a scatter plot to show that Boston has high SPED rates despite having similar or lower socioeconomic challenges (FARM rates) compared to other di", "function": "analyze_data", "rawType": "executive_summary", "block": null, "metadata": { "slideType": "executive_summary", "slideTypeCanon": { "name": "Executive summary", "slug": "executive_summary", "status": "active", "canonId": "019de52d-06be-73ff-81b3-f99fe7f0025e", "version": 1, "description": null }, "function": "analyze_data", "functionCanon": { "name": "Analyze data", "slug": "analyze_data", "status": "active", "canonId": "019de52d-1590-7413-8c82-cc218cff40b4", "version": 1, "description": null }, "density": "dense", "densityScore": 67, "componentCount": 6, "textChars": 372, "nDataPoints": 15, "notes": "The slide uses a scatter plot to show that Boston has high SPED rates despite having similar or lower socioeconomic challenges (FARM rates) compared to other districts.", "elementsJson": null, "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "at": "2026-07-16 19:35:51.621+00", "seconds": 2.944, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019f6b8e-e3f2-73cd-ba44-d930e8bf3977/16", "deck": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977", "deckAnchor": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977#slide-16", "deckJson": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977.json" }, "components": [ { "bbox": { "h": 0.32, "w": 0.46, "x": 0.51, "y": 0.12 }, "kind": "chart", "text": "Massachusetts district classification rates, 2015", "attrs": null, "canon": { "kind": { "name": "Chart", "slug": "chart", "status": "active", "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8", "version": 1, "description": "Quantitative chart." }, "tool": null, "subkind": { "name": "Horizontal bar chart", "slug": "bar-horizontal", "status": "active", "canonId": "019de52c-fec4-7221-986b-1cb5f5e84b1f", "version": 1, "description": null }, "framework": null }, "subkind": "bar-horizontal", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:51.621+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "1648f153-bfd0-4525-98b0-a8be271b0003", "parentComponentId": null }, { "bbox": { "h": 0.32, "w": 0.46, "x": 0.03, "y": 0.12 }, "kind": "chart", "text": "State classification rates, 2011", "attrs": null, "canon": { "kind": { "name": "Chart", "slug": "chart", "status": "active", "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8", "version": 1, "description": "Quantitative chart." }, "tool": null, "subkind": { "name": "Horizontal bar chart", "slug": "bar-horizontal", "status": "active", "canonId": "019de52c-fec4-7221-986b-1cb5f5e84b1f", "version": 1, "description": null }, "framework": null }, "subkind": "bar-horizontal", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:51.621+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "ffea33f2-bdf7-4441-bfb3-37134fcb24ca", "parentComponentId": null }, { "bbox": { "h": 0.45, "w": 0.46, "x": 0.03, "y": 0.48 }, "kind": "chart", "text": "SWD vs. Free and Reduced Meal (FARM) rates by Mass. District, 2015", "attrs": null, "canon": { "kind": { "name": "Chart", "slug": "chart", "status": "active", "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8", "version": 1, "description": "Quantitative chart." }, "tool": null, "subkind": { "name": "Scatter plot", "slug": "scatter", "status": "active", "canonId": "019de52d-007d-72ec-8689-c79fb78e21a2", "version": 1, "description": null }, "framework": null }, "subkind": "scatter", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:51.621+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "f8dc6c2e-0f92-4320-a894-2da0fdd0805b", "parentComponentId": null }, { "bbox": { "h": 0.35, "w": 0.46, "x": 0.51, "y": 0.52 }, "kind": "list", "text": "Districts with equal or greater FARM, but lower SWD: Revere, Everett, Brockton, Lynn, Chelsea, Springfield", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:51.621+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "0c62c457-78a0-43b9-aab3-57fc61232cf1", "parentComponentId": null }, { "bbox": { "h": 0.04, "w": 0.55, "x": 0.01, "y": 0.95 }, "kind": "other", "text": "MA Department of Elementary and Secondary Education, 2013", "attrs": null, "canon": { "kind": { "name": "Other", "slug": "other", "status": "active", "canonId": "019de52c-fa90-743c-8bf6-20d1fbe82b6d", "version": 1, "description": "Fallback when no canonical kind applies." }, "tool": null, "subkind": null, "framework": null }, "subkind": "source-note", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:51.621+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "bcea4402-e173-42ac-a923-a2207c40e7ad", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.85, "x": 0.03, "y": 0.03 }, "kind": "title", "text": "BPS SPED classification is above MA average, well above nation", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:51.621+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "52e9bfad-362b-4ebe-928d-259599e16664", "parentComponentId": null } ], "metrics": [], "tools": [ { "tool": { "name": "Chart Selection Guide", "slug": "chart-selection-guide", "status": "active", "bestFor": null, "canonId": "019dd956-b1a0-700b-ba17-0e16c4d5bcae", "version": 1, "bodyDocId": null, "description": "Choosing the right chart type for your data and message", "familyLabel": null, "categoryName": "Slide", "categorySlug": "slide" }, "agent": "Designer", "layer": "slide", "agents": [ "Designer" ], "matchId": "a3b1b206-258d-435e-ba77-ff0e88c973d9", "evidence": "This slide contains a scatter chart 'SWD vs. Free and Reduced Meal (FARM) rates by Mass. District, 2015'.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.5, "extraction": { "at": "2026-07-17 02:11:23.894972+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 16, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null } ], "frameworks": [ { "matchId": "386a5b62-1e6d-45c3-8ccc-869aa4972c93", "evidence": "Correlation analysis of SPED rates vs socioeconomic indicators", "framework": null, "confidence": 0.8, "extraction": { "at": "2026-07-16 19:35:51.621+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 16, "frameworkName": "analytical-method" } ], "arcBeats": [ { "to": 20, "arc": { "name": "The Consultant's Gambit", "slug": "consultants-gambit", "status": "active", "bestFor": "Business cases, project proposals, strategic recommendations", "canonId": "019dd956-5e0a-73c8-b305-81c38c959e9c", "version": 1, "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49", "structure": "Situation & Context -> Problem & Complication -> Solution & Approach -> Evidence & Proof -> Impact & Next Steps", "description": null, "familyLabel": null }, "from": 1, "name": "Situation & Context", "beatId": "49eaeeb9-de02-4977-a7dc-434bbe197bb2", "matchId": "bb9d3fa1-87dc-4a72-92a6-fb31d2539016", "beatType": { "name": "Situation & Context", "slug": "consultants-gambit-situation-context", "status": "active", "canonId": "019dd9b8-05ae-741b-992d-65ee83c639b3", "version": 1, "description": null }, "evidence": "The document provides an overview of BPS, including demographics, budget allocation, and challenges", "position": 0, "isPrimaryArc": true, "parentBeatType": { "name": "Setup", "slug": "setup", "status": "active", "canonId": "019dd9b8-020e-7505-af9b-d9b9a4679bcc", "version": 1, "description": "Where the deck grounds the reader before doing anything else. Almost every arc opens here." }, "alignedBlockIds": null, "matchConfidence": 0.8 } ], "loops": [], "locked": true }, { "page": 17, "type": "setup", "title": "The slide uses a two-column layout to contrast the research-based benefits of inclusion with the operational plan for implementation.", "function": "summarize", "rawType": "executive_summary", "block": null, "metadata": { "slideType": "executive_summary", "slideTypeCanon": { "name": "Executive summary", "slug": "executive_summary", "status": "active", "canonId": "019de52d-06be-73ff-81b3-f99fe7f0025e", "version": 1, "description": null }, "function": "summarize", "functionCanon": { "name": "Summarize", "slug": "summarize", "status": "active", "canonId": "019de52d-1541-704f-b86f-bf7b75056373", "version": 1, "description": null }, "density": "overcrowded", "densityScore": 86, "componentCount": 7, "textChars": 1338, "nDataPoints": 5, "notes": "The slide uses a two-column layout to contrast the research-based benefits of inclusion with the operational plan for implementation.", "elementsJson": null, "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "at": "2026-07-16 19:35:52.464+00", "seconds": 3.395, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019f6b8e-e3f2-73cd-ba44-d930e8bf3977/17", "deck": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977", "deckAnchor": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977#slide-17", "deckJson": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977.json" }, "components": [ { "bbox": { "h": 0.08, "w": 0.45, "x": 0.52, "y": 0.18 }, "kind": "list", "text": "BPS will move to full inclusion as a district by 2019", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:52.464+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "0153c59f-eb1b-4732-8db0-56ba9e5b40d8", "parentComponentId": null }, { "bbox": { "h": 0.45, "w": 0.45, "x": 0.52, "y": 0.28 }, "kind": "list", "text": "BPS aspires to move up to 80% of SWD into inclusion classrooms, leaving just those with disabilities that make inclusion inappropriate in substantially separate classrooms, movement of roughly 2,500 students\nThe BPS plan is to create more inclusion classrooms at the K-1 and K-2 levels, to grow inclusion from the bottom, while moving K-5 classrooms into inclusion a zone at a time, at the rate of one zone a year, over five years", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:52.464+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "299d793b-0a6f-4045-8911-9241e297686d", "parentComponentId": null }, { "bbox": { "h": 0.08, "w": 0.45, "x": 0.05, "y": 0.18 }, "kind": "list", "text": "Inclusion is good for both special education and general education students", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:52.464+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "691ba802-2b5f-4ac6-b211-7ce7e66a45b6", "parentComponentId": null }, { "bbox": { "h": 0.45, "w": 0.45, "x": 0.05, "y": 0.28 }, "kind": "list", "text": "A 2014 state of Massachusetts report found that across the state, “students with disabilities who had full inclusion placements appeared to outperform similar students who were not included to the same extent in general education classrooms with their non-disabled peers.”1\nA 2013 BPS study found that general education students in inclusion classrooms performed 1.5x better on ELA MCAS and 1.6x better on Math MCAS2\nBPS had just 57% of SWD in inclusion classrooms in 2013", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:52.464+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "717447da-9960-45c6-8465-5008110e48a6", "parentComponentId": null }, { "bbox": { "h": 0.08, "w": 0.7, "x": 0.05, "y": 0.88 }, "kind": "source-note", "text": "1 Review of Special Education in the Commonwealth of Massachusetts: A Synthesis Report,\" August 2014\n2 Office of Special Education City Council presentation, June 2014", "attrs": null, "canon": { "kind": { "name": "Source note", "slug": "source-note", "status": "active", "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948", "version": 1, "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": "source-note", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:52.464+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "a9c05220-de59-4e54-be40-6a06f870de64", "parentComponentId": null }, { "bbox": { "h": 0.08, "w": 0.9, "x": 0.05, "y": 0.08 }, "kind": "title", "text": "BPS is increasing special education inclusion, a strong research-based decision that will benefit students with disabilities", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Action title", "slug": "action-title", "status": "active", "canonId": "019de52c-fb31-734c-a0f5-a3935b73135d", "version": 1, "description": null }, "framework": null }, "subkind": "action-title", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:52.464+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "b076a7bd-fa01-48fd-bee0-c4b2746ae78f", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.2, "x": 0.05, "y": 0.05 }, "kind": "title", "text": "EXECUTIVE SUMMARY", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:52.464+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "9ee7cd82-3108-480d-88a5-7e776f53c4e4", "parentComponentId": null } ], "metrics": [], "tools": [ { "tool": { "name": "Evidence Matrix", "slug": "evidence-matrix", "status": "active", "bestFor": null, "canonId": "019dd956-7ecc-74c2-b46c-0b9c1f4c73d7", "version": 1, "bodyDocId": null, "description": "Planning visual assets: Claim → Evidence Needed → Data Source → Visual Type", "familyLabel": null, "categoryName": "Block", "categorySlug": "block" }, "agent": "Designer", "layer": "slide", "agents": [ "Designer" ], "matchId": "c2a757a0-f420-4763-bd81-34308fef7585", "evidence": "This slide mentions research supporting the decision to increase special education inclusion.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.5, "extraction": { "at": "2026-07-17 02:11:23.968183+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 17, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null } ], "frameworks": [], "arcBeats": [ { "to": 20, "arc": { "name": "The Consultant's Gambit", "slug": "consultants-gambit", "status": "active", "bestFor": "Business cases, project proposals, strategic recommendations", "canonId": "019dd956-5e0a-73c8-b305-81c38c959e9c", "version": 1, "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49", "structure": "Situation & Context -> Problem & Complication -> Solution & Approach -> Evidence & Proof -> Impact & Next Steps", "description": null, "familyLabel": null }, "from": 1, "name": "Situation & Context", "beatId": "49eaeeb9-de02-4977-a7dc-434bbe197bb2", "matchId": "bb9d3fa1-87dc-4a72-92a6-fb31d2539016", "beatType": { "name": "Situation & Context", "slug": "consultants-gambit-situation-context", "status": "active", "canonId": "019dd9b8-05ae-741b-992d-65ee83c639b3", "version": 1, "description": null }, "evidence": "The document provides an overview of BPS, including demographics, budget allocation, and challenges", "position": 0, "isPrimaryArc": true, "parentBeatType": { "name": "Setup", "slug": "setup", "status": "active", "canonId": "019dd9b8-020e-7505-af9b-d9b9a4679bcc", "version": 1, "description": "Where the deck grounds the reader before doing anything else. Almost every arc opens here." }, "alignedBlockIds": null, "matchConfidence": 0.8 } ], "loops": [], "locked": true }, { "page": 18, "type": "setup", "title": "The slide uses a dual-chart layout to show the relationship between classroom capacity and budget shifts over a 13-year period.", "function": "summarize", "rawType": "executive_summary", "block": null, "metadata": { "slideType": "executive_summary", "slideTypeCanon": { "name": "Executive summary", "slug": "executive_summary", "status": "active", "canonId": "019de52d-06be-73ff-81b3-f99fe7f0025e", "version": 1, "description": null }, "function": "summarize", "functionCanon": { "name": "Summarize", "slug": "summarize", "status": "active", "canonId": "019de52d-1541-704f-b86f-bf7b75056373", "version": 1, "description": null }, "density": "dense", "densityScore": 70, "componentCount": 5, "textChars": 716, "nDataPoints": 24, "notes": "The slide uses a dual-chart layout to show the relationship between classroom capacity and budget shifts over a 13-year period.", "elementsJson": null, "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "at": "2026-07-16 19:35:52.369+00", "seconds": 2.842, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019f6b8e-e3f2-73cd-ba44-d930e8bf3977/18", "deck": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977", "deckAnchor": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977#slide-18", "deckJson": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977.json" }, "components": [ { "bbox": { "h": 0.35, "w": 0.65, "x": 0.05, "y": 0.55 }, "kind": "chart", "text": "Special education annual budget for classroom teaching", "attrs": null, "canon": { "kind": { "name": "Chart", "slug": "chart", "status": "active", "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8", "version": 1, "description": "Quantitative chart." }, "tool": null, "subkind": { "name": "Stacked bar chart", "slug": "bar-stacked", "status": "active", "canonId": "019de52c-feec-74bf-9028-15b74f84f0a7", "version": 1, "description": null }, "framework": null }, "subkind": "bar-stacked", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:52.369+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "143f2caf-95d7-45ec-b8b9-f3618a6bb6bd", "parentComponentId": null }, { "bbox": { "h": 0.25, "w": 0.65, "x": 0.05, "y": 0.18 }, "kind": "chart", "text": "Additional classrooms will add inclusion capacity", "attrs": null, "canon": { "kind": { "name": "Chart", "slug": "chart", "status": "active", "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8", "version": 1, "description": "Quantitative chart." }, "tool": null, "subkind": { "name": "Vertical bar chart", "slug": "bar-vertical", "status": "active", "canonId": "019de52c-fe9d-70f2-b3b7-a9ae294f5917", "version": 1, "description": null }, "framework": null }, "subkind": "bar-vertical", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:52.369+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "e36fa4c2-1349-424b-a6e9-62cfb2a08e4a", "parentComponentId": null }, { "bbox": { "h": 0.7, "w": 0.25, "x": 0.72, "y": 0.18 }, "kind": "list", "text": "The Special Education department's plan for inclusion is phased in fully over 13 years... By the final year... additional costs for inclusion will grow to ~$43M annually... As critical mass of inclusion classrooms grow, a tipping point will occur... The annual SPED budget should drop below historical spends beginning in SY17-18... The total $326M cost of moving to inclusion will be fully paid for by the final year (SY26-27)", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:52.369+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "3d9447c2-c914-40d4-a9c9-50e5ba519af2", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.3, "x": 0.05, "y": 0.95 }, "kind": "other", "text": "Source: Interviews with Office of Special Education", "attrs": null, "canon": { "kind": { "name": "Other", "slug": "other", "status": "active", "canonId": "019de52c-fa90-743c-8bf6-20d1fbe82b6d", "version": 1, "description": "Fallback when no canonical kind applies." }, "tool": null, "subkind": null, "framework": null }, "subkind": "source-note", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:52.369+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "e5a0300a-6664-4942-a6f4-34a23ac2efc1", "parentComponentId": null }, { "bbox": { "h": 0.08, "w": 0.9, "x": 0.05, "y": 0.05 }, "kind": "title", "text": "SPED plan for roll-out currently spreads $326M in additional costs over 10 years, with eventual, annual savings reaching $63M, annually", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:52.369+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "9e9dd730-09bd-4799-8f1f-321d990113e3", "parentComponentId": null } ], "metrics": [], "tools": [ { "tool": { "name": "Chart Selection Guide", "slug": "chart-selection-guide", "status": "active", "bestFor": null, "canonId": "019dd956-b1a0-700b-ba17-0e16c4d5bcae", "version": 1, "bodyDocId": null, "description": "Choosing the right chart type for your data and message", "familyLabel": null, "categoryName": "Slide", "categorySlug": "slide" }, "agent": "Designer", "layer": "slide", "agents": [ "Designer" ], "matchId": "580533f8-699e-485d-a7dd-c1f430647323", "evidence": "This slide contains a stacked bar chart 'Special education annual budget for classroom teaching'.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.5, "extraction": { "at": "2026-07-17 02:11:24.043736+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 18, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null } ], "frameworks": [], "arcBeats": [ { "to": 20, "arc": { "name": "The Consultant's Gambit", "slug": "consultants-gambit", "status": "active", "bestFor": "Business cases, project proposals, strategic recommendations", "canonId": "019dd956-5e0a-73c8-b305-81c38c959e9c", "version": 1, "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49", "structure": "Situation & Context -> Problem & Complication -> Solution & Approach -> Evidence & Proof -> Impact & Next Steps", "description": null, "familyLabel": null }, "from": 1, "name": "Situation & Context", "beatId": "49eaeeb9-de02-4977-a7dc-434bbe197bb2", "matchId": "bb9d3fa1-87dc-4a72-92a6-fb31d2539016", "beatType": { "name": "Situation & Context", "slug": "consultants-gambit-situation-context", "status": "active", "canonId": "019dd9b8-05ae-741b-992d-65ee83c639b3", "version": 1, "description": null }, "evidence": "The document provides an overview of BPS, including demographics, budget allocation, and challenges", "position": 0, "isPrimaryArc": true, "parentBeatType": { "name": "Setup", "slug": "setup", "status": "active", "canonId": "019dd9b8-020e-7505-af9b-d9b9a4679bcc", "version": 1, "description": "Where the deck grounds the reader before doing anything else. Almost every arc opens here." }, "alignedBlockIds": null, "matchConfidence": 0.8 } ], "loops": [], "locked": true }, { "page": 19, "type": "setup", "title": "The slide uses a two-column layout to map specific opportunities to their corresponding decision requirements.", "function": "prioritize", "rawType": "executive_summary", "block": null, "metadata": { "slideType": "executive_summary", "slideTypeCanon": { "name": "Executive summary", "slug": "executive_summary", "status": "active", "canonId": "019de52d-06be-73ff-81b3-f99fe7f0025e", "version": 1, "description": null }, "function": "prioritize", "functionCanon": { "name": "Prioritize", "slug": "prioritize", "status": "active", "canonId": "019de52d-1519-74b0-bca0-2b0217b641fa", "version": 1, "description": null }, "density": "balanced", "densityScore": 36, "componentCount": 4, "textChars": 144, "nDataPoints": 8, "notes": "The slide uses a two-column layout to map specific opportunities to their corresponding decision requirements.", "elementsJson": null, "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "at": "2026-07-16 19:35:52.188+00", "seconds": 2.492, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019f6b8e-e3f2-73cd-ba44-d930e8bf3977/19", "deck": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977", "deckAnchor": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977#slide-19", "deckJson": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977.json" }, "components": [ { "bbox": { "h": 0.02, "w": 0.1, "x": 0.03, "y": 0.96 }, "kind": "source-note", "text": "Source: Team analysis", "attrs": null, "canon": { "kind": { "name": "Source note", "slug": "source-note", "status": "active", "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948", "version": 1, "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": "source-note", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:52.188+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "2dfc0c10-7d10-441a-b36d-5af3d11f4a14", "parentComponentId": null }, { "bbox": { "h": 0.02, "w": 0.15, "x": 0.03, "y": 0.01 }, "kind": "subtitle", "text": "EXECUTIVE SUMMARY", "attrs": null, "canon": { "kind": { "name": "Subtitle", "slug": "subtitle", "status": "active", "canonId": "82d821ee-2793-42e7-8f16-c6131385a3ce", "version": 1, "description": "Header-zone supporting text near the title (= ex body.description with bbox)." }, "tool": null, "subkind": null, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:52.188+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "617be40b-0b78-4b07-a960-25e9fc34aca9", "parentComponentId": null }, { "bbox": { "h": 0.8, "w": 0.95, "x": 0.03, "y": 0.1 }, "kind": "table", "text": "Decisions / actions column mapping opportunities to specific strategic requirements.", "attrs": null, "canon": { "kind": { "name": "Table", "slug": "table", "status": "active", "canonId": "019de52c-f9c8-7148-8119-eaac9594cd28", "version": 1, "description": "Tabular data layout." }, "tool": null, "subkind": { "name": "Data table", "slug": "data", "status": "active", "canonId": "019de52d-02d5-75b8-8abf-88e92bf63569", "version": 1, "description": null }, "framework": null }, "subkind": "data", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:52.188+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "fde0a6b7-4064-4ec5-a88f-153d7936c2cb", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.3, "x": 0.03, "y": 0.03 }, "kind": "title", "text": "Potential action items", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:52.188+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "360fe9dd-282b-4126-b74d-4ac4bf0e3972", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [], "arcBeats": [ { "to": 20, "arc": { "name": "The Consultant's Gambit", "slug": "consultants-gambit", "status": "active", "bestFor": "Business cases, project proposals, strategic recommendations", "canonId": "019dd956-5e0a-73c8-b305-81c38c959e9c", "version": 1, "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49", "structure": "Situation & Context -> Problem & Complication -> Solution & Approach -> Evidence & Proof -> Impact & Next Steps", "description": null, "familyLabel": null }, "from": 1, "name": "Situation & Context", "beatId": "49eaeeb9-de02-4977-a7dc-434bbe197bb2", "matchId": "bb9d3fa1-87dc-4a72-92a6-fb31d2539016", "beatType": { "name": "Situation & Context", "slug": "consultants-gambit-situation-context", "status": "active", "canonId": "019dd9b8-05ae-741b-992d-65ee83c639b3", "version": 1, "description": null }, "evidence": "The document provides an overview of BPS, including demographics, budget allocation, and challenges", "position": 0, "isPrimaryArc": true, "parentBeatType": { "name": "Setup", "slug": "setup", "status": "active", "canonId": "019dd9b8-020e-7505-af9b-d9b9a4679bcc", "version": 1, "description": "Where the deck grounds the reader before doing anything else. Almost every arc opens here." }, "alignedBlockIds": null, "matchConfidence": 0.8 } ], "loops": [], "locked": true }, { "page": 20, "type": "setup", "function": "front_matter", "rawType": "table_of_contents", "block": null, "metadata": { "slideType": "table_of_contents", "slideTypeCanon": { "name": "Table of contents", "slug": "table_of_contents", "status": "active", "canonId": "019de52d-0643-721b-9b85-69676bb85cf8", "version": 1, "description": null }, "function": "front_matter", "functionCanon": { "name": "Front matter", "slug": "front_matter", "status": "active", "canonId": "019de52d-133d-73f0-9e26-201eda96b098", "version": 1, "description": null }, "density": "sparse", "densityScore": 15, "componentCount": 2, "textChars": 193, "nDataPoints": 0, "notes": null, "elementsJson": null, "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "at": "2026-07-16 19:35:51.755+00", "seconds": 1.903, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019f6b8e-e3f2-73cd-ba44-d930e8bf3977/20", "deck": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977", "deckAnchor": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977#slide-20", "deckJson": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977.json" }, "components": [ { "bbox": { "h": 0.6, "w": 0.3, "x": 0.35, "y": 0.19 }, "kind": "list", "text": "Executive summary\nSystem overview\n- System performance\n- Human Capital\n- Organization\nPhase I: Scan of 25 RFP areas\nPhase II: Area deep dives\nPhase III: Capturing opportunities\nAppendix", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:51.755+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "0b546c2c-9043-41ce-8c2a-21bcb9ee62b3", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.13, "x": 0.01, "y": 0.03 }, "kind": "title", "text": "Contents", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:51.755+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "d1542e56-c15b-4c55-888f-343a763f2206", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [], "arcBeats": [ { "to": 20, "arc": { "name": "The Consultant's Gambit", "slug": "consultants-gambit", "status": "active", "bestFor": "Business cases, project proposals, strategic recommendations", "canonId": "019dd956-5e0a-73c8-b305-81c38c959e9c", "version": 1, "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49", "structure": "Situation & Context -> Problem & Complication -> Solution & Approach -> Evidence & Proof -> Impact & Next Steps", "description": null, "familyLabel": null }, "from": 1, "name": "Situation & Context", "beatId": "49eaeeb9-de02-4977-a7dc-434bbe197bb2", "matchId": "bb9d3fa1-87dc-4a72-92a6-fb31d2539016", "beatType": { "name": "Situation & Context", "slug": "consultants-gambit-situation-context", "status": "active", "canonId": "019dd9b8-05ae-741b-992d-65ee83c639b3", "version": 1, "description": null }, "evidence": "The document provides an overview of BPS, including demographics, budget allocation, and challenges", "position": 0, "isPrimaryArc": true, "parentBeatType": { "name": "Setup", "slug": "setup", "status": "active", "canonId": "019dd9b8-020e-7505-af9b-d9b9a4679bcc", "version": 1, "description": "Where the deck grounds the reader before doing anything else. Almost every arc opens here." }, "alignedBlockIds": null, "matchConfidence": 0.8 } ], "loops": [], "locked": true }, { "page": 21, "type": "setup", "title": "The slide uses a structured table format to contrast descriptive overviews with key strategic insights across four domains.", "function": "summarize", "rawType": "executive_summary", "block": null, "metadata": { "slideType": "executive_summary", "slideTypeCanon": { "name": "Executive summary", "slug": "executive_summary", "status": "active", "canonId": "019de52d-06be-73ff-81b3-f99fe7f0025e", "version": 1, "description": null }, "function": "summarize", "functionCanon": { "name": "Summarize", "slug": "summarize", "status": "active", "canonId": "019de52d-1541-704f-b86f-bf7b75056373", "version": 1, "description": null }, "density": "balanced", "densityScore": 46, "componentCount": 4, "textChars": 293, "nDataPoints": 18, "notes": "The slide uses a structured table format to contrast descriptive overviews with key strategic insights across four domains.", "elementsJson": null, "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "at": "2026-07-16 19:35:52.29+00", "seconds": 2.362, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019f6b8e-e3f2-73cd-ba44-d930e8bf3977/21", "deck": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977", "deckAnchor": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977#slide-21", "deckJson": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977.json" }, "components": [ { "bbox": { "h": 0.15, "w": 0.3, "x": 0.2, "y": 0.12 }, "kind": "list", "text": "Demographics: 54K students, 20% Sped, 30% ELL, 78% free/reduced meals.", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:52.29+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "1025f01c-4f1b-40a4-bbea-bb4fcc970fce", "parentComponentId": null }, { "bbox": { "h": 0.15, "w": 0.3, "x": 0.2, "y": 0.55 }, "kind": "list", "text": "Finances: $1.1B budget, $18K per student, 45% central functions, 25% Sped, 10% Transportation.", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:52.29+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "98646889-241c-4375-85ca-3cc6d2382fb3", "parentComponentId": null }, { "bbox": { "h": 0.8, "w": 0.94, "x": 0.03, "y": 0.1 }, "kind": "table", "text": "Table comparing Demographics, Student Outcomes, Finances, and Key Issues across Overview and Key Insights columns.", "attrs": null, "canon": { "kind": { "name": "Table", "slug": "table", "status": "active", "canonId": "019de52c-f9c8-7148-8119-eaac9594cd28", "version": 1, "description": "Tabular data layout." }, "tool": null, "subkind": { "name": "Data table", "slug": "data", "status": "active", "canonId": "019de52d-02d5-75b8-8abf-88e92bf63569", "version": 1, "description": null }, "framework": null }, "subkind": "data", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:52.29+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "157bbc42-2ce3-4381-a990-93a5d0ca1314", "parentComponentId": null }, { "bbox": { "h": 0.04, "w": 0.2, "x": 0.03, "y": 0.03 }, "kind": "title", "text": "Overview of BPS", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:52.29+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "29f4145a-a134-4931-a4d2-a1472e8952a0", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [], "arcBeats": [ { "to": 40, "arc": { "name": "The Consultant's Gambit", "slug": "consultants-gambit", "status": "active", "bestFor": "Business cases, project proposals, strategic recommendations", "canonId": "019dd956-5e0a-73c8-b305-81c38c959e9c", "version": 1, "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49", "structure": "Situation & Context -> Problem & Complication -> Solution & Approach -> Evidence & Proof -> Impact & Next Steps", "description": null, "familyLabel": null }, "from": 21, "name": "Problem & Complication", "beatId": "b48b269e-d44e-47dc-9aa5-06c4bbfac84b", "matchId": "bb9d3fa1-87dc-4a72-92a6-fb31d2539016", "beatType": { "name": "Problem & Complication", "slug": "consultants-gambit-problem-complication", "status": "active", "canonId": "019dd9b8-064a-777f-a374-e9a8c43dedd4", "version": 1, "description": null }, "evidence": "The document highlights issues such as district overextension, special education costs, and variability in classification", "position": 1, "isPrimaryArc": true, "parentBeatType": { "name": "Complication", "slug": "complication", "status": "active", "canonId": "019dd9b8-0275-7709-b2d6-4f77c3fc7579", "version": 1, "description": "The point in the narrative where the audience should feel discomfort. Required for argumentative arcs." }, "alignedBlockIds": null, "matchConfidence": 0.8 } ], "loops": [], "locked": true }, { "page": 22, "type": "appendix", "title": "The slide uses a pie chart to visualize budget allocation percentages.", "function": "analyze_data", "rawType": "other", "block": null, "metadata": { "slideType": "other", "slideTypeCanon": { "name": "Other (fallback)", "slug": "other", "status": "active", "canonId": "019de52d-0af5-71ed-83de-d51ae245fc43", "version": 1, "description": null }, "function": "analyze_data", "functionCanon": { "name": "Analyze data", "slug": "analyze_data", "status": "active", "canonId": "019de52d-1590-7413-8c82-cc218cff40b4", "version": 1, "description": null }, "density": "dense", "densityScore": 55, "componentCount": 5, "textChars": 312, "nDataPoints": 10, "notes": "The slide uses a pie chart to visualize budget allocation percentages.", "elementsJson": null, "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "at": "2026-07-16 19:35:52.7+00", "seconds": 2.615, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019f6b8e-e3f2-73cd-ba44-d930e8bf3977/22", "deck": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977", "deckAnchor": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977#slide-22", "deckJson": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977.json" }, "components": [ { "bbox": { "h": 0.15, "w": 0.2, "x": 0.75, "y": 0.44 }, "kind": "callout", "text": "Teacher salaries, benefits and other teaching services comprised 56% of the FY13 annual budget", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": null, "subkind": { "name": "Primary callout", "slug": "primary", "status": "active", "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d", "version": 1, "description": null }, "framework": null }, "subkind": "primary", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:52.7+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "4370e089-9008-49db-99a2-a1068d37b51b", "parentComponentId": null }, { "bbox": { "h": 0.7, "w": 0.6, "x": 0.05, "y": 0.16 }, "kind": "chart", "text": "BPS budget break down %, FY2013", "attrs": null, "canon": { "kind": { "name": "Chart", "slug": "chart", "status": "active", "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8", "version": 1, "description": "Quantitative chart." }, "tool": null, "subkind": { "name": "Pie chart", "slug": "pie", "status": "active", "canonId": "019de52c-ffdb-71bb-a800-5c5ab9f1c373", "version": 1, "description": null }, "framework": null }, "subkind": "pie", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:52.7+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "4803a1a2-9bc9-40e2-a3bd-0629c17d8b18", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.4, "x": 0.05, "y": 0.95 }, "kind": "other", "text": "Source: Massachusetts Dept. of Elementary and Secondary Education", "attrs": null, "canon": { "kind": { "name": "Other", "slug": "other", "status": "active", "canonId": "019de52c-fa90-743c-8bf6-20d1fbe82b6d", "version": 1, "description": "Fallback when no canonical kind applies." }, "tool": null, "subkind": null, "framework": null }, "subkind": "source-note", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:52.7+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "434a25e7-71df-4c95-9fe3-eee08084d06c", "parentComponentId": null }, { "bbox": { "h": 0.08, "w": 0.8, "x": 0.05, "y": 0.08 }, "kind": "title", "text": "The BPS budget allocates 30% of spending to teacher salaries, another 26% to benefits and teaching services", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Action title", "slug": "action-title", "status": "active", "canonId": "019de52c-fb31-734c-a0f5-a3935b73135d", "version": 1, "description": null }, "framework": null }, "subkind": "action-title", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:52.7+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "9bd87d33-ca52-4be5-995d-6995e28cd78d", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.15, "x": 0.05, "y": 0.05 }, "kind": "title", "text": "SYSTEM OVERVIEW", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:52.7+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "2611dfd8-ee5c-41a2-b599-d1446b85dec0", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [], "arcBeats": [ { "to": 40, "arc": { "name": "The Consultant's Gambit", "slug": "consultants-gambit", "status": "active", "bestFor": "Business cases, project proposals, strategic recommendations", "canonId": "019dd956-5e0a-73c8-b305-81c38c959e9c", "version": 1, "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49", "structure": "Situation & Context -> Problem & Complication -> Solution & Approach -> Evidence & Proof -> Impact & Next Steps", "description": null, "familyLabel": null }, "from": 21, "name": "Problem & Complication", "beatId": "b48b269e-d44e-47dc-9aa5-06c4bbfac84b", "matchId": "bb9d3fa1-87dc-4a72-92a6-fb31d2539016", "beatType": { "name": "Problem & Complication", "slug": "consultants-gambit-problem-complication", "status": "active", "canonId": "019dd9b8-064a-777f-a374-e9a8c43dedd4", "version": 1, "description": null }, "evidence": "The document highlights issues such as district overextension, special education costs, and variability in classification", "position": 1, "isPrimaryArc": true, "parentBeatType": { "name": "Complication", "slug": "complication", "status": "active", "canonId": "019dd9b8-0275-7709-b2d6-4f77c3fc7579", "version": 1, "description": "The point in the narrative where the audience should feel discomfort. Required for argumentative arcs." }, "alignedBlockIds": null, "matchConfidence": 0.8 } ], "loops": [], "locked": true }, { "page": 23, "type": "analysis", "title": "System Overview slide showing budget allocation by category.", "function": "analyze_data", "rawType": "appendix_data", "block": null, "metadata": { "slideType": "appendix_data", "slideTypeCanon": { "name": "Appendix data", "slug": "appendix_data", "status": "active", "canonId": "019de52d-078a-745b-9ee4-c15f2f539acd", "version": 1, "description": null }, "function": "analyze_data", "functionCanon": { "name": "Analyze data", "slug": "analyze_data", "status": "active", "canonId": "019de52d-1590-7413-8c82-cc218cff40b4", "version": 1, "description": null }, "density": "balanced", "densityScore": 40, "componentCount": 4, "textChars": 199, "nDataPoints": 22, "notes": "System Overview slide showing budget allocation by category.", "elementsJson": null, "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "at": "2026-07-16 19:35:52.837+00", "seconds": 2.248, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019f6b8e-e3f2-73cd-ba44-d930e8bf3977/23", "deck": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977", "deckAnchor": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977#slide-23", "deckJson": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977.json" }, "components": [ { "bbox": { "h": 0.03, "w": 0.3, "x": 0.01, "y": 0.96 }, "kind": "other", "text": "Source: BPS Office of Finance, 2015 all funds report", "attrs": null, "canon": { "kind": { "name": "Other", "slug": "other", "status": "active", "canonId": "019de52c-fa90-743c-8bf6-20d1fbe82b6d", "version": 1, "description": "Fallback when no canonical kind applies." }, "tool": null, "subkind": null, "framework": null }, "subkind": "source-note", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:52.837+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "517a77c9-e649-4592-b72e-c88367fcb600", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.15, "x": 0.01, "y": 0.01 }, "kind": "subtitle", "text": "SYSTEM OVERVIEW", "attrs": null, "canon": { "kind": { "name": "Subtitle", "slug": "subtitle", "status": "active", "canonId": "82d821ee-2793-42e7-8f16-c6131385a3ce", "version": 1, "description": "Header-zone supporting text near the title (= ex body.description with bbox)." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:52.837+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "f273c7ce-d0cd-47ce-a934-f18c04607712", "parentComponentId": null }, { "bbox": { "h": 0.72, "w": 0.84, "x": 0.08, "y": 0.16 }, "kind": "table", "text": "Personnel, Operations, Schools, SPED spending items with amounts and percentages", "attrs": null, "canon": { "kind": { "name": "Table", "slug": "table", "status": "active", "canonId": "019de52c-f9c8-7148-8119-eaac9594cd28", "version": 1, "description": "Tabular data layout." }, "tool": null, "subkind": { "name": "Data table", "slug": "data", "status": "active", "canonId": "019de52d-02d5-75b8-8abf-88e92bf63569", "version": 1, "description": null }, "framework": null }, "subkind": "data", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:52.837+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "7830a692-5555-4b91-809a-d1dd5fe4d5b6", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.7, "x": 0.01, "y": 0.04 }, "kind": "title", "text": "The FY15 budget has a number of large spending items", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:52.837+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "41c7ca5d-e4a4-4346-8f10-f9957d668101", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [], "arcBeats": [ { "to": 40, "arc": { "name": "The Consultant's Gambit", "slug": "consultants-gambit", "status": "active", "bestFor": "Business cases, project proposals, strategic recommendations", "canonId": "019dd956-5e0a-73c8-b305-81c38c959e9c", "version": 1, "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49", "structure": "Situation & Context -> Problem & Complication -> Solution & Approach -> Evidence & Proof -> Impact & Next Steps", "description": null, "familyLabel": null }, "from": 21, "name": "Problem & Complication", "beatId": "b48b269e-d44e-47dc-9aa5-06c4bbfac84b", "matchId": "bb9d3fa1-87dc-4a72-92a6-fb31d2539016", "beatType": { "name": "Problem & Complication", "slug": "consultants-gambit-problem-complication", "status": "active", "canonId": "019dd9b8-064a-777f-a374-e9a8c43dedd4", "version": 1, "description": null }, "evidence": "The document highlights issues such as district overextension, special education costs, and variability in classification", "position": 1, "isPrimaryArc": true, "parentBeatType": { "name": "Complication", "slug": "complication", "status": "active", "canonId": "019dd9b8-0275-7709-b2d6-4f77c3fc7579", "version": 1, "description": "The point in the narrative where the audience should feel discomfort. Required for argumentative arcs." }, "alignedBlockIds": null, "matchConfidence": 0.8 } ], "loops": [], "locked": true }, { "page": 24, "type": "appendix", "title": "The chart uses a tree-like structure to decompose total budget into specific line items.", "function": "analyze_data", "rawType": "other", "block": null, "metadata": { "slideType": "other", "slideTypeCanon": { "name": "Other (fallback)", "slug": "other", "status": "active", "canonId": "019de52d-0af5-71ed-83de-d51ae245fc43", "version": 1, "description": null }, "function": "analyze_data", "functionCanon": { "name": "Analyze data", "slug": "analyze_data", "status": "active", "canonId": "019de52d-1590-7413-8c82-cc218cff40b4", "version": 1, "description": null }, "density": "dense", "densityScore": 61, "componentCount": 6, "textChars": 267, "nDataPoints": 14, "notes": "The chart uses a tree-like structure to decompose total budget into specific line items.", "elementsJson": null, "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "at": "2026-07-16 19:35:53.426+00", "seconds": 2.698, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019f6b8e-e3f2-73cd-ba44-d930e8bf3977/24", "deck": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977", "deckAnchor": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977#slide-24", "deckJson": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977.json" }, "components": [ { "bbox": { "h": 0.25, "w": 0.9, "x": 0.05, "y": 0.6 }, "kind": "chart", "text": "Detailed cost breakdown by category", "attrs": null, "canon": { "kind": { "name": "Chart", "slug": "chart", "status": "active", "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8", "version": 1, "description": "Quantitative chart." }, "tool": null, "subkind": { "name": "Vertical bar chart", "slug": "bar-vertical", "status": "active", "canonId": "019de52c-fe9d-70f2-b3b7-a9ae294f5917", "version": 1, "description": null }, "framework": null }, "subkind": "bar-vertical", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:53.426+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "204c42de-9e34-413b-8446-c54b47e6e747", "parentComponentId": null }, { "bbox": { "h": 0.6, "w": 0.9, "x": 0.05, "y": 0.15 }, "kind": "diagram", "text": "Hierarchical cost breakdown tree", "attrs": null, "canon": { "kind": { "name": "Diagram", "slug": "diagram", "status": "active", "canonId": "019de52c-f9f0-734a-81de-15382ff28c65", "version": 1, "description": "Schematic or relational diagram." }, "tool": null, "subkind": { "name": "Process flow", "slug": "process", "status": "active", "canonId": "019de52d-039c-718f-ad3a-efe9c4b3c838", "version": 1, "description": null }, "framework": null }, "subkind": "process", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:53.426+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "2bf4f97a-e42d-469c-a604-ee21d109cf9d", "parentComponentId": null }, { "bbox": { "h": 0.02, "w": 0.25, "x": 0.03, "y": 0.91 }, "kind": "other", "text": "1 Includes private and charter schools", "attrs": null, "canon": { "kind": { "name": "Other", "slug": "other", "status": "active", "canonId": "019de52c-fa90-743c-8bf6-20d1fbe82b6d", "version": 1, "description": "Fallback when no canonical kind applies." }, "tool": null, "subkind": null, "framework": null }, "subkind": "annotation", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:53.426+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "40c803d7-4e0c-4138-8c0a-14272f163dc1", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.4, "x": 0.03, "y": 0.95 }, "kind": "other", "text": "Source: BPS 2013 budget, Massachusetts Department of Elementary and Secondary Education", "attrs": null, "canon": { "kind": { "name": "Other", "slug": "other", "status": "active", "canonId": "019de52c-fa90-743c-8bf6-20d1fbe82b6d", "version": 1, "description": "Fallback when no canonical kind applies." }, "tool": null, "subkind": null, "framework": null }, "subkind": "source-note", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:53.426+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "c17f460b-73da-45ae-be22-de3881195083", "parentComponentId": null }, { "bbox": { "h": 0.04, "w": 0.7, "x": 0.03, "y": 0.07 }, "kind": "title", "text": "Over 50% of spending comes from instructional variable costs", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Action title", "slug": "action-title", "status": "active", "canonId": "019de52c-fb31-734c-a0f5-a3935b73135d", "version": 1, "description": null }, "framework": null }, "subkind": "action-title", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:53.426+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "aaac7823-d06c-45d3-83e0-01ed16e1f88e", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.2, "x": 0.03, "y": 0.03 }, "kind": "title", "text": "SYSTEM OVERVIEW", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:53.426+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "7cceb755-7e08-4c2d-8874-3f799e5f4fda", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [ { "matchId": "7e9b2061-78dd-4201-bb8a-d73b904a9c3b", "evidence": "Hierarchical breakdown of total spending into sub-categories", "framework": null, "confidence": 0.9, "extraction": { "at": "2026-07-16 19:35:53.426+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 24, "frameworkName": "decomposition" } ], "arcBeats": [ { "to": 40, "arc": { "name": "The Consultant's Gambit", "slug": "consultants-gambit", "status": "active", "bestFor": "Business cases, project proposals, strategic recommendations", "canonId": "019dd956-5e0a-73c8-b305-81c38c959e9c", "version": 1, "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49", "structure": "Situation & Context -> Problem & Complication -> Solution & Approach -> Evidence & Proof -> Impact & Next Steps", "description": null, "familyLabel": null }, "from": 21, "name": "Problem & Complication", "beatId": "b48b269e-d44e-47dc-9aa5-06c4bbfac84b", "matchId": "bb9d3fa1-87dc-4a72-92a6-fb31d2539016", "beatType": { "name": "Problem & Complication", "slug": "consultants-gambit-problem-complication", "status": "active", "canonId": "019dd9b8-064a-777f-a374-e9a8c43dedd4", "version": 1, "description": null }, "evidence": "The document highlights issues such as district overextension, special education costs, and variability in classification", "position": 1, "isPrimaryArc": true, "parentBeatType": { "name": "Complication", "slug": "complication", "status": "active", "canonId": "019dd9b8-0275-7709-b2d6-4f77c3fc7579", "version": 1, "description": "The point in the narrative where the audience should feel discomfort. Required for argumentative arcs." }, "alignedBlockIds": null, "matchConfidence": 0.8 } ], "loops": [], "locked": true }, { "page": 25, "type": "appendix", "title": "The slide highlights that ARRA and grant funding have limited flexibility.", "function": "analyze_data", "rawType": "other", "block": null, "metadata": { "slideType": "other", "slideTypeCanon": { "name": "Other (fallback)", "slug": "other", "status": "active", "canonId": "019de52d-0af5-71ed-83de-d51ae245fc43", "version": 1, "description": null }, "function": "analyze_data", "functionCanon": { "name": "Analyze data", "slug": "analyze_data", "status": "active", "canonId": "019de52d-1590-7413-8c82-cc218cff40b4", "version": 1, "description": null }, "density": "dense", "densityScore": 68, "componentCount": 6, "textChars": 422, "nDataPoints": 6, "notes": "The slide highlights that ARRA and grant funding have limited flexibility.", "elementsJson": null, "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "at": "2026-07-16 19:35:53.902+00", "seconds": 2.912, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019f6b8e-e3f2-73cd-ba44-d930e8bf3977/25", "deck": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977", "deckAnchor": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977#slide-25", "deckJson": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977.json" }, "components": [ { "bbox": { "h": 0.08, "w": 0.7, "x": 0.15, "y": 0.77 }, "kind": "callout", "text": "ARRA and grant funding generally has little flexibility, and cannot be used for purposes other than what they were initially identified", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": null, "subkind": { "name": "Primary callout", "slug": "primary", "status": "active", "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d", "version": 1, "description": null }, "framework": null }, "subkind": "primary", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:53.902+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "50c9a996-152d-41ae-b92b-ca0cb2100f9f", "parentComponentId": null }, { "bbox": { "h": 0.4, "w": 0.4, "x": 0.48, "y": 0.23 }, "kind": "chart", "text": "Pie chart showing 45% Central budgets and 55% School budgets.", "attrs": null, "canon": { "kind": { "name": "Chart", "slug": "chart", "status": "active", "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8", "version": 1, "description": "Quantitative chart." }, "tool": null, "subkind": { "name": "Pie chart", "slug": "pie", "status": "active", "canonId": "019de52c-ffdb-71bb-a800-5c5ab9f1c373", "version": 1, "description": null }, "framework": null }, "subkind": "pie", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:53.902+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "6d41c8ef-264f-4d58-b567-b3876e0fff8d", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.3, "x": 0.05, "y": 0.95 }, "kind": "other", "text": "Source: BPS Office of Finance, 2015 all funds report", "attrs": null, "canon": { "kind": { "name": "Other", "slug": "other", "status": "active", "canonId": "019de52c-fa90-743c-8bf6-20d1fbe82b6d", "version": 1, "description": "Fallback when no canonical kind applies." }, "tool": null, "subkind": null, "framework": null }, "subkind": "source-note", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:53.902+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "667bd808-f568-41c6-bc43-c3400aab23b5", "parentComponentId": null }, { "bbox": { "h": 0.5, "w": 0.4, "x": 0.1, "y": 0.2 }, "kind": "table", "text": "Source of funds and Amount breakdown for Federal funds, Lease purchase, Grants, and General funds.", "attrs": null, "canon": { "kind": { "name": "Table", "slug": "table", "status": "active", "canonId": "019de52c-f9c8-7148-8119-eaac9594cd28", "version": 1, "description": "Tabular data layout." }, "tool": null, "subkind": { "name": "Data table", "slug": "data", "status": "active", "canonId": "019de52d-02d5-75b8-8abf-88e92bf63569", "version": 1, "description": null }, "framework": null }, "subkind": "data", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:53.902+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "c5bc24c6-8e01-48bc-80a0-f877f61fd4b6", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.8, "x": 0.05, "y": 0.09 }, "kind": "title", "text": "BPS provides 55% of general fund spending directly to schools", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Action title", "slug": "action-title", "status": "active", "canonId": "019de52c-fb31-734c-a0f5-a3935b73135d", "version": 1, "description": null }, "framework": null }, "subkind": "action-title", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:53.902+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "028c0b58-8f45-4338-aa28-502b327dbb79", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.2, "x": 0.05, "y": 0.05 }, "kind": "title", "text": "SYSTEM OVERVIEW", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:53.902+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "831a4f66-ce8a-4be5-82ec-34677842c1f6", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [], "arcBeats": [ { "to": 40, "arc": { "name": "The Consultant's Gambit", "slug": "consultants-gambit", "status": "active", "bestFor": "Business cases, project proposals, strategic recommendations", "canonId": "019dd956-5e0a-73c8-b305-81c38c959e9c", "version": 1, "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49", "structure": "Situation & Context -> Problem & Complication -> Solution & Approach -> Evidence & Proof -> Impact & Next Steps", "description": null, "familyLabel": null }, "from": 21, "name": "Problem & Complication", "beatId": "b48b269e-d44e-47dc-9aa5-06c4bbfac84b", "matchId": "bb9d3fa1-87dc-4a72-92a6-fb31d2539016", "beatType": { "name": "Problem & Complication", "slug": "consultants-gambit-problem-complication", "status": "active", "canonId": "019dd9b8-064a-777f-a374-e9a8c43dedd4", "version": 1, "description": null }, "evidence": "The document highlights issues such as district overextension, special education costs, and variability in classification", "position": 1, "isPrimaryArc": true, "parentBeatType": { "name": "Complication", "slug": "complication", "status": "active", "canonId": "019dd9b8-0275-7709-b2d6-4f77c3fc7579", "version": 1, "description": "The point in the narrative where the audience should feel discomfort. Required for argumentative arcs." }, "alignedBlockIds": null, "matchConfidence": 0.8 } ], "loops": [], "locked": true }, { "page": 26, "type": "appendix", "title": "The slide uses two waterfall charts to illustrate budget components, with a pie chart showing the high-level split.", "function": "analyze_data", "rawType": "other", "block": null, "metadata": { "slideType": "other", "slideTypeCanon": { "name": "Other (fallback)", "slug": "other", "status": "active", "canonId": "019de52d-0af5-71ed-83de-d51ae245fc43", "version": 1, "description": null }, "function": "analyze_data", "functionCanon": { "name": "Analyze data", "slug": "analyze_data", "status": "active", "canonId": "019de52d-1590-7413-8c82-cc218cff40b4", "version": 1, "description": null }, "density": "dense", "densityScore": 60, "componentCount": 6, "textChars": 230, "nDataPoints": 28, "notes": "The slide uses two waterfall charts to illustrate budget components, with a pie chart showing the high-level split.", "elementsJson": null, "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "at": "2026-07-16 19:35:53.812+00", "seconds": 2.816, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019f6b8e-e3f2-73cd-ba44-d930e8bf3977/26", "deck": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977", "deckAnchor": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977#slide-26", "deckJson": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977.json" }, "components": [ { "bbox": { "h": 0.2, "w": 0.15, "x": 0.02, "y": 0.4 }, "kind": "chart", "text": "Central vs School budget split", "attrs": null, "canon": { "kind": { "name": "Chart", "slug": "chart", "status": "active", "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8", "version": 1, "description": "Quantitative chart." }, "tool": null, "subkind": { "name": "Pie chart", "slug": "pie", "status": "active", "canonId": "019de52c-ffdb-71bb-a800-5c5ab9f1c373", "version": 1, "description": null }, "framework": null }, "subkind": "pie", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:53.812+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "052bab47-7f4a-4551-a4c7-b1e6cbab20a3", "parentComponentId": null }, { "bbox": { "h": 0.25, "w": 0.8, "x": 0.16, "y": 0.55 }, "kind": "chart", "text": "School budgets waterfall chart", "attrs": null, "canon": { "kind": { "name": "Chart", "slug": "chart", "status": "active", "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8", "version": 1, "description": "Quantitative chart." }, "tool": null, "subkind": { "name": "Waterfall chart", "slug": "waterfall", "status": "active", "canonId": "019de52d-002e-733e-b5cf-dd3beb6692cc", "version": 1, "description": null }, "framework": null }, "subkind": "waterfall", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:53.812+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "477c36da-3cb9-4a6f-9783-c4114b8adfd7", "parentComponentId": null }, { "bbox": { "h": 0.25, "w": 0.8, "x": 0.16, "y": 0.18 }, "kind": "chart", "text": "Central budgets waterfall chart", "attrs": null, "canon": { "kind": { "name": "Chart", "slug": "chart", "status": "active", "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8", "version": 1, "description": "Quantitative chart." }, "tool": null, "subkind": { "name": "Waterfall chart", "slug": "waterfall", "status": "active", "canonId": "019de52d-002e-733e-b5cf-dd3beb6692cc", "version": 1, "description": null }, "framework": null }, "subkind": "waterfall", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:53.812+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "d1c9964b-e536-430c-8899-972adf291931", "parentComponentId": null }, { "bbox": { "h": 0.02, "w": 0.3, "x": 0.01, "y": 0.96 }, "kind": "other", "text": "Source: BPS Office of Finance, 2015 all funds report", "attrs": null, "canon": { "kind": { "name": "Other", "slug": "other", "status": "active", "canonId": "019de52c-fa90-743c-8bf6-20d1fbe82b6d", "version": 1, "description": "Fallback when no canonical kind applies." }, "tool": null, "subkind": null, "framework": null }, "subkind": "source-note", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:53.812+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "094d6682-4789-478e-8f53-a5106e5fb3ac", "parentComponentId": null }, { "bbox": { "h": 0.04, "w": 0.6, "x": 0.01, "y": 0.07 }, "kind": "title", "text": "Nearly all spending is driven by personnel at schools and central office", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Action title", "slug": "action-title", "status": "active", "canonId": "019de52c-fb31-734c-a0f5-a3935b73135d", "version": 1, "description": null }, "framework": null }, "subkind": "action-title", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:53.812+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "25a8c7d8-1de8-4b02-8845-1ac36f12e564", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.15, "x": 0.01, "y": 0.03 }, "kind": "title", "text": "SYSTEM OVERVIEW", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:53.812+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "a2581e72-7316-4297-b7c4-98d28d12b869", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [ { "matchId": "d6413b81-a66a-4b45-8474-0d48f8f15979", "evidence": "Two waterfall charts used to decompose budget spending", "framework": null, "confidence": 1, "extraction": { "at": "2026-07-16 19:35:53.812+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 26, "frameworkName": "waterfall-bridge" } ], "arcBeats": [ { "to": 40, "arc": { "name": "The Consultant's Gambit", "slug": "consultants-gambit", "status": "active", "bestFor": "Business cases, project proposals, strategic recommendations", "canonId": "019dd956-5e0a-73c8-b305-81c38c959e9c", "version": 1, "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49", "structure": "Situation & Context -> Problem & Complication -> Solution & Approach -> Evidence & Proof -> Impact & Next Steps", "description": null, "familyLabel": null }, "from": 21, "name": "Problem & Complication", "beatId": "b48b269e-d44e-47dc-9aa5-06c4bbfac84b", "matchId": "bb9d3fa1-87dc-4a72-92a6-fb31d2539016", "beatType": { "name": "Problem & Complication", "slug": "consultants-gambit-problem-complication", "status": "active", "canonId": "019dd9b8-064a-777f-a374-e9a8c43dedd4", "version": 1, "description": null }, "evidence": "The document highlights issues such as district overextension, special education costs, and variability in classification", "position": 1, "isPrimaryArc": true, "parentBeatType": { "name": "Complication", "slug": "complication", "status": "active", "canonId": "019dd9b8-0275-7709-b2d6-4f77c3fc7579", "version": 1, "description": "The point in the narrative where the audience should feel discomfort. Required for argumentative arcs." }, "alignedBlockIds": null, "matchConfidence": 0.8 } ], "loops": [], "locked": true }, { "page": 27, "type": "appendix", "title": "The slide uses a visual metaphor of a school building to categorize staff and operational costs.", "function": "analyze_data", "rawType": "other", "block": null, "metadata": { "slideType": "other", "slideTypeCanon": { "name": "Other (fallback)", "slug": "other", "status": "active", "canonId": "019de52d-0af5-71ed-83de-d51ae245fc43", "version": 1, "description": null }, "function": "analyze_data", "functionCanon": { "name": "Analyze data", "slug": "analyze_data", "status": "active", "canonId": "019de52d-1590-7413-8c82-cc218cff40b4", "version": 1, "description": null }, "density": "dense", "densityScore": 58, "componentCount": 5, "textChars": 378, "nDataPoints": 6, "notes": "The slide uses a visual metaphor of a school building to categorize staff and operational costs.", "elementsJson": null, "confidence": 0.95, "extraction": { "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "at": "2026-07-16 19:35:53.851+00", "seconds": 2.531, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019f6b8e-e3f2-73cd-ba44-d930e8bf3977/27", "deck": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977", "deckAnchor": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977#slide-27", "deckJson": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977.json" }, "components": [ { "bbox": { "h": 0.7, "w": 0.9, "x": 0.05, "y": 0.15 }, "kind": "chart", "text": "Cost breakdown waterfall chart", "attrs": null, "canon": { "kind": { "name": "Chart", "slug": "chart", "status": "active", "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8", "version": 1, "description": "Quantitative chart." }, "tool": null, "subkind": { "name": "Waterfall chart", "slug": "waterfall", "status": "active", "canonId": "019de52d-002e-733e-b5cf-dd3beb6692cc", "version": 1, "description": null }, "framework": null }, "subkind": "waterfall", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:53.851+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "878a1172-891f-4b0d-a147-480f9f34c317", "parentComponentId": null }, { "bbox": { "h": 0.08, "w": 0.6, "x": 0.02, "y": 0.88 }, "kind": "list", "text": "1 Does not separate out SPED or ELL teachers\n2 Does not include deferred maintenance, which is estimated to add costs of ~$6m per school", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:53.851+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "7943c444-da87-466a-bdfb-626f3ead250b", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.4, "x": 0.02, "y": 0.96 }, "kind": "other", "text": "Source: Based on data from BPS Finance and Facilities teams", "attrs": null, "canon": { "kind": { "name": "Other", "slug": "other", "status": "active", "canonId": "019de52c-fa90-743c-8bf6-20d1fbe82b6d", "version": 1, "description": "Fallback when no canonical kind applies." }, "tool": null, "subkind": null, "framework": null }, "subkind": "source-note", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:53.851+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "fef39130-66bb-4781-b799-f232533d3e9a", "parentComponentId": null }, { "bbox": { "h": 0.08, "w": 0.9, "x": 0.02, "y": 0.06 }, "kind": "title", "text": "It costs BPS $4.6M to run the average BPS school, excluding support costs from the Central Office or for ELL or Special Education services", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Action title", "slug": "action-title", "status": "active", "canonId": "019de52c-fb31-734c-a0f5-a3935b73135d", "version": 1, "description": null }, "framework": null }, "subkind": "action-title", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:53.851+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "a36956e0-fcdb-4e3e-bdbc-e335e0a766f4", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.15, "x": 0.02, "y": 0.02 }, "kind": "title", "text": "SYSTEM OVERVIEW", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:53.851+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "fb2ebba6-67ea-4386-9c8c-bee2eb06903d", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [], "arcBeats": [ { "to": 40, "arc": { "name": "The Consultant's Gambit", "slug": "consultants-gambit", "status": "active", "bestFor": "Business cases, project proposals, strategic recommendations", "canonId": "019dd956-5e0a-73c8-b305-81c38c959e9c", "version": 1, "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49", "structure": "Situation & Context -> Problem & Complication -> Solution & Approach -> Evidence & Proof -> Impact & Next Steps", "description": null, "familyLabel": null }, "from": 21, "name": "Problem & Complication", "beatId": "b48b269e-d44e-47dc-9aa5-06c4bbfac84b", "matchId": "bb9d3fa1-87dc-4a72-92a6-fb31d2539016", "beatType": { "name": "Problem & Complication", "slug": "consultants-gambit-problem-complication", "status": "active", "canonId": "019dd9b8-064a-777f-a374-e9a8c43dedd4", "version": 1, "description": null }, "evidence": "The document highlights issues such as district overextension, special education costs, and variability in classification", "position": 1, "isPrimaryArc": true, "parentBeatType": { "name": "Complication", "slug": "complication", "status": "active", "canonId": "019dd9b8-0275-7709-b2d6-4f77c3fc7579", "version": 1, "description": "The point in the narrative where the audience should feel discomfort. Required for argumentative arcs." }, "alignedBlockIds": null, "matchConfidence": 0.8 } ], "loops": [], "locked": true }, { "page": 28, "type": "setup", "title": "Includes two distinct charts: a state-level bar chart and a district-level comparison point.", "function": "compare_peers", "rawType": "peer_benchmark", "block": null, "metadata": { "slideType": "peer_benchmark", "slideTypeCanon": { "name": "Peer benchmark", "slug": "peer_benchmark", "status": "active", "canonId": "019de52d-08f0-7158-a78d-d7b5331fefaf", "version": 1, "description": null }, "function": "compare_peers", "functionCanon": { "name": "Compare peers", "slug": "compare_peers", "status": "active", "canonId": "019de52d-1453-72ba-a367-9ba3d34c1630", "version": 1, "description": null }, "density": "overcrowded", "densityScore": 76, "componentCount": 6, "textChars": 566, "nDataPoints": 45, "notes": "Includes two distinct charts: a state-level bar chart and a district-level comparison point.", "elementsJson": null, "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "at": "2026-07-16 19:35:54.942+00", "seconds": 3.245, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019f6b8e-e3f2-73cd-ba44-d930e8bf3977/28", "deck": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977", "deckAnchor": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977#slide-28", "deckJson": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977.json" }, "components": [ { "bbox": { "h": 0.03, "w": 0.9, "x": 0.02, "y": 0.92 }, "kind": "annotation", "text": "1 NCES 2010-2011 2 MA Department of Elementary and Secondary Education, 2013; counts just general funds 3 Peer districts and methodology in the appendix", "attrs": null, "canon": { "kind": { "name": "Annotation", "slug": "annotation", "status": "deprecated", "canonId": "019de52c-fa68-7188-a17b-7ee103bb6a9e", "version": 1, "description": "Legend, indicator or chart annotation." }, "tool": null, "subkind": { "name": "Source note", "slug": "source-note", "status": "active", "canonId": "019de52d-0552-777e-ab29-4c9a3e577794", "version": 1, "description": null }, "framework": null }, "subkind": "source-note", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:54.942+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "7060f159-4f02-4b6e-b98e-db1211701fcc", "parentComponentId": null }, { "bbox": { "h": 0.75, "w": 0.4, "x": 0.03, "y": 0.15 }, "kind": "chart", "text": "Average per pupil expenditure by state", "attrs": null, "canon": { "kind": { "name": "Chart", "slug": "chart", "status": "active", "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8", "version": 1, "description": "Quantitative chart." }, "tool": null, "subkind": { "name": "Horizontal bar chart", "slug": "bar-horizontal", "status": "active", "canonId": "019de52c-fec4-7221-986b-1cb5f5e84b1f", "version": 1, "description": null }, "framework": null }, "subkind": "bar-horizontal", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:54.942+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "4485bcdb-9546-4559-accf-3904c6cd8332", "parentComponentId": null }, { "bbox": { "h": 0.75, "w": 0.25, "x": 0.45, "y": 0.15 }, "kind": "chart", "text": "Boston vs MA average per pupil expenditure", "attrs": null, "canon": { "kind": { "name": "Chart", "slug": "chart", "status": "active", "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8", "version": 1, "description": "Quantitative chart." }, "tool": null, "subkind": { "name": "Vertical bar chart", "slug": "bar-vertical", "status": "active", "canonId": "019de52c-fe9d-70f2-b3b7-a9ae294f5917", "version": 1, "description": null }, "framework": null }, "subkind": "bar-vertical", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:54.942+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "2ca00508-8ca6-457c-9961-6296129604d6", "parentComponentId": null }, { "bbox": { "h": 0.6, "w": 0.22, "x": 0.75, "y": 0.28 }, "kind": "list", "text": "Massachusetts and New England more broadly have significantly higher per pupil expenditures due to historically high investment in education. BPS' higher per pupil average in the state of Massachusetts is driven mostly by costs of living in Boston.", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:54.942+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "e9ebf0c9-fc42-4b65-ad96-90987a99eda9", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.9, "x": 0.02, "y": 0.05 }, "kind": "title", "text": "BPS has an above average per pupil expenditure, partly driven by region", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Action title", "slug": "action-title", "status": "active", "canonId": "019de52c-fb31-734c-a0f5-a3935b73135d", "version": 1, "description": null }, "framework": null }, "subkind": "action-title", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:54.942+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "1797ab69-659b-4659-ac92-f55ca4c202ea", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.2, "x": 0.02, "y": 0.02 }, "kind": "title", "text": "SYSTEM OVERVIEW", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:54.942+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "5e11a6fd-0344-4160-9c5d-8fbeb1492047", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [ { "matchId": "471de669-8308-4f87-a844-29d92c591c4d", "evidence": "Comparing state-level and district-level spending to contextualize BPS expenditure", "framework": null, "confidence": 0.8, "extraction": { "at": "2026-07-16 19:35:54.942+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 28, "frameworkName": "comparison_frame" } ], "arcBeats": [ { "to": 40, "arc": { "name": "The Consultant's Gambit", "slug": "consultants-gambit", "status": "active", "bestFor": "Business cases, project proposals, strategic recommendations", "canonId": "019dd956-5e0a-73c8-b305-81c38c959e9c", "version": 1, "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49", "structure": "Situation & Context -> Problem & Complication -> Solution & Approach -> Evidence & Proof -> Impact & Next Steps", "description": null, "familyLabel": null }, "from": 21, "name": "Problem & Complication", "beatId": "b48b269e-d44e-47dc-9aa5-06c4bbfac84b", "matchId": "bb9d3fa1-87dc-4a72-92a6-fb31d2539016", "beatType": { "name": "Problem & Complication", "slug": "consultants-gambit-problem-complication", "status": "active", "canonId": "019dd9b8-064a-777f-a374-e9a8c43dedd4", "version": 1, "description": null }, "evidence": "The document highlights issues such as district overextension, special education costs, and variability in classification", "position": 1, "isPrimaryArc": true, "parentBeatType": { "name": "Complication", "slug": "complication", "status": "active", "canonId": "019dd9b8-0275-7709-b2d6-4f77c3fc7579", "version": 1, "description": "The point in the narrative where the audience should feel discomfort. Required for argumentative arcs." }, "alignedBlockIds": null, "matchConfidence": 0.8 } ], "loops": [], "locked": true }, { "page": 29, "type": "appendix", "title": "The chart uses a waterfall-style visualization to decompose total per-pupil spending into functional categories.", "function": "analyze_data", "rawType": "other", "block": null, "metadata": { "slideType": "other", "slideTypeCanon": { "name": "Other (fallback)", "slug": "other", "status": "active", "canonId": "019de52d-0af5-71ed-83de-d51ae245fc43", "version": 1, "description": null }, "function": "analyze_data", "functionCanon": { "name": "Analyze data", "slug": "analyze_data", "status": "active", "canonId": "019de52d-1590-7413-8c82-cc218cff40b4", "version": 1, "description": null }, "density": "dense", "densityScore": 59, "componentCount": 4, "textChars": 680, "nDataPoints": 11, "notes": "The chart uses a waterfall-style visualization to decompose total per-pupil spending into functional categories.", "elementsJson": null, "confidence": 0.95, "extraction": { "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "at": "2026-07-16 19:35:54.47+00", "seconds": 2.636, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019f6b8e-e3f2-73cd-ba44-d930e8bf3977/29", "deck": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977", "deckAnchor": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977#slide-29", "deckJson": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977.json" }, "components": [ { "bbox": { "h": 0.65, "w": 0.2, "x": 0.78, "y": 0.2 }, "kind": "callout", "text": "Central office support functions capture a lot of spend, and needs updated systems for managing towards improved operations outcomes. An overextended BPS footprint stretches limited funds over a large number of schools. Special education drives per pupil expenditures but only reaches 20% of students", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": null, "subkind": { "name": "Primary callout", "slug": "primary", "status": "active", "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d", "version": 1, "description": null }, "framework": null }, "subkind": "primary", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:54.47+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "0167b789-6eae-4088-87bd-eb698662647b", "parentComponentId": null }, { "bbox": { "h": 0.7, "w": 0.75, "x": 0.03, "y": 0.15 }, "kind": "chart", "text": "Waterfall chart showing per pupil spending breakdown", "attrs": null, "canon": { "kind": { "name": "Chart", "slug": "chart", "status": "active", "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8", "version": 1, "description": "Quantitative chart." }, "tool": null, "subkind": { "name": "Waterfall chart", "slug": "waterfall", "status": "active", "canonId": "019de52d-002e-733e-b5cf-dd3beb6692cc", "version": 1, "description": null }, "framework": null }, "subkind": "waterfall", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:54.47+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "c9ba6482-7a4d-4ab2-b08d-76f96a9e6500", "parentComponentId": null }, { "bbox": { "h": 0.06, "w": 0.95, "x": 0.02, "y": 0.92 }, "kind": "other", "text": "1 This excludes out of district tuition dollars, as those students are being educated outside of district. 2 Boston is more in-line when Cost of Living adjustments are made, or only compared to Northeastern cities, but still trends high. Source: BPS FY15 all funds", "attrs": null, "canon": { "kind": { "name": "Other", "slug": "other", "status": "active", "canonId": "019de52c-fa90-743c-8bf6-20d1fbe82b6d", "version": 1, "description": "Fallback when no canonical kind applies." }, "tool": null, "subkind": null, "framework": null }, "subkind": "source-note", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:54.47+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "f518e758-7fd3-468f-aad0-e9458f9edf7e", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.85, "x": 0.02, "y": 0.03 }, "kind": "title", "text": "Of BPS' per pupil spend, 36% reaches directly into the classroom", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:54.47+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "77f0c9b3-2dfd-419b-b399-4a1f629d98b0", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [ { "matchId": "6014ab8d-9cd2-40c9-8eb6-8485f04001e9", "evidence": "The chart uses a waterfall structure to decompose total spending into sub-categories.", "framework": null, "confidence": 0.9, "extraction": { "at": "2026-07-16 19:35:54.47+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 29, "frameworkName": "waterfall-bridge" } ], "arcBeats": [ { "to": 40, "arc": { "name": "The Consultant's Gambit", "slug": "consultants-gambit", "status": "active", "bestFor": "Business cases, project proposals, strategic recommendations", "canonId": "019dd956-5e0a-73c8-b305-81c38c959e9c", "version": 1, "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49", "structure": "Situation & Context -> Problem & Complication -> Solution & Approach -> Evidence & Proof -> Impact & Next Steps", "description": null, "familyLabel": null }, "from": 21, "name": "Problem & Complication", "beatId": "b48b269e-d44e-47dc-9aa5-06c4bbfac84b", "matchId": "bb9d3fa1-87dc-4a72-92a6-fb31d2539016", "beatType": { "name": "Problem & Complication", "slug": "consultants-gambit-problem-complication", "status": "active", "canonId": "019dd9b8-064a-777f-a374-e9a8c43dedd4", "version": 1, "description": null }, "evidence": "The document highlights issues such as district overextension, special education costs, and variability in classification", "position": 1, "isPrimaryArc": true, "parentBeatType": { "name": "Complication", "slug": "complication", "status": "active", "canonId": "019dd9b8-0275-7709-b2d6-4f77c3fc7579", "version": 1, "description": "The point in the narrative where the audience should feel discomfort. Required for argumentative arcs." }, "alignedBlockIds": null, "matchConfidence": 0.8 } ], "loops": [], "locked": true }, { "page": 30, "type": "analysis", "title": "The slide uses a hierarchical tree structure to decompose total SPED spending.", "function": "analyze_data", "rawType": "revenue_buildup", "block": null, "metadata": { "slideType": "revenue_buildup", "slideTypeCanon": { "name": "Revenue buildup", "slug": "revenue_buildup", "status": "active", "canonId": "019de52d-0acd-70b8-a81d-62d89840409b", "version": 1, "description": null }, "function": "analyze_data", "functionCanon": { "name": "Analyze data", "slug": "analyze_data", "status": "active", "canonId": "019de52d-1590-7413-8c82-cc218cff40b4", "version": 1, "description": null }, "density": "dense", "densityScore": 57, "componentCount": 5, "textChars": 345, "nDataPoints": 14, "notes": "The slide uses a hierarchical tree structure to decompose total SPED spending.", "elementsJson": null, "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "at": "2026-07-16 19:35:54.516+00", "seconds": 2.67, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019f6b8e-e3f2-73cd-ba44-d930e8bf3977/30", "deck": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977", "deckAnchor": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977#slide-30", "deckJson": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977.json" }, "components": [ { "bbox": { "h": 0.15, "w": 0.15, "x": 0.15, "y": 0.375 }, "kind": "callout", "text": "As the biggest three areas in the biggest part of the BPS budget, these areas are 18% of total BPS budget", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": null, "subkind": { "name": "Primary callout", "slug": "primary", "status": "active", "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d", "version": 1, "description": null }, "framework": null }, "subkind": "primary", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:54.516+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "e1ff9fdf-176c-4e16-8e2a-bcbf9a18f5b4", "parentComponentId": null }, { "bbox": { "h": 0.7, "w": 0.9, "x": 0.05, "y": 0.18 }, "kind": "diagram", "text": "Hierarchical breakdown of SPED spending", "attrs": null, "canon": { "kind": { "name": "Diagram", "slug": "diagram", "status": "active", "canonId": "019de52c-f9f0-734a-81de-15382ff28c65", "version": 1, "description": "Schematic or relational diagram." }, "tool": null, "subkind": { "name": "Process flow", "slug": "process", "status": "active", "canonId": "019de52d-039c-718f-ad3a-efe9c4b3c838", "version": 1, "description": null }, "framework": null }, "subkind": "process", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:54.516+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "1ae592cb-68d9-4f02-a051-3f8314189f8a", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.3, "x": 0.03, "y": 0.95 }, "kind": "source-note", "text": "Source: BPS 2014 all funds drill down, actual expenses", "attrs": null, "canon": { "kind": { "name": "Source note", "slug": "source-note", "status": "active", "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948", "version": 1, "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": "source-note", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:54.516+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "5e4a16fa-5463-46e9-b4d0-81e833be1fca", "parentComponentId": null }, { "bbox": { "h": 0.08, "w": 0.9, "x": 0.03, "y": 0.07 }, "kind": "title", "text": "SPED is ~25% of BPS annual spending and 73% of SPED costs are in three areas: classroom staff, transportation and private placements", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Action title", "slug": "action-title", "status": "active", "canonId": "019de52c-fb31-734c-a0f5-a3935b73135d", "version": 1, "description": null }, "framework": null }, "subkind": "action-title", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:54.516+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "9145843d-3a9d-46c7-a3dc-7b0894540fe8", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.2, "x": 0.03, "y": 0.03 }, "kind": "title", "text": "SYSTEM OVERVIEW", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:54.516+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "b433c216-9ea9-4bf0-9bc8-6f26229fc2e7", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [ { "matchId": "243220de-41ba-4b97-a125-43baf771f41b", "evidence": "Hierarchical breakdown of total spending into sub-categories", "framework": null, "confidence": 0.9, "extraction": { "at": "2026-07-16 19:35:54.516+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 30, "frameworkName": "decomposition" } ], "arcBeats": [ { "to": 40, "arc": { "name": "The Consultant's Gambit", "slug": "consultants-gambit", "status": "active", "bestFor": "Business cases, project proposals, strategic recommendations", "canonId": "019dd956-5e0a-73c8-b305-81c38c959e9c", "version": 1, "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49", "structure": "Situation & Context -> Problem & Complication -> Solution & Approach -> Evidence & Proof -> Impact & Next Steps", "description": null, "familyLabel": null }, "from": 21, "name": "Problem & Complication", "beatId": "b48b269e-d44e-47dc-9aa5-06c4bbfac84b", "matchId": "bb9d3fa1-87dc-4a72-92a6-fb31d2539016", "beatType": { "name": "Problem & Complication", "slug": "consultants-gambit-problem-complication", "status": "active", "canonId": "019dd9b8-064a-777f-a374-e9a8c43dedd4", "version": 1, "description": null }, "evidence": "The document highlights issues such as district overextension, special education costs, and variability in classification", "position": 1, "isPrimaryArc": true, "parentBeatType": { "name": "Complication", "slug": "complication", "status": "active", "canonId": "019dd9b8-0275-7709-b2d6-4f77c3fc7579", "version": 1, "description": "The point in the narrative where the audience should feel discomfort. Required for argumentative arcs." }, "alignedBlockIds": null, "matchConfidence": 0.8 } ], "loops": [], "locked": true }, { "page": 31, "type": "tension", "title": "The chart uses a dual-axis approach to show budget (bars) and student population (line).", "function": "frame_problem", "rawType": "problem_statement", "block": null, "metadata": { "slideType": "problem_statement", "slideTypeCanon": { "name": "Problem statement", "slug": "problem_statement", "status": "active", "canonId": "019de52d-0879-768d-bba8-8da8a5a121d4", "version": 1, "description": null }, "function": "frame_problem", "functionCanon": { "name": "Frame problem", "slug": "frame_problem", "status": "active", "canonId": "019de52d-13db-753e-ad70-e9b2d0dab398", "version": 1, "description": null }, "density": "dense", "densityScore": 68, "componentCount": 5, "textChars": 611, "nDataPoints": 22, "notes": "The chart uses a dual-axis approach to show budget (bars) and student population (line).", "elementsJson": null, "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "at": "2026-07-16 19:35:54.659+00", "seconds": 2.798, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019f6b8e-e3f2-73cd-ba44-d930e8bf3977/31", "deck": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977", "deckAnchor": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977#slide-31", "deckJson": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977.json" }, "components": [ { "bbox": { "h": 0.65, "w": 0.65, "x": 0.02, "y": 0.2 }, "kind": "chart", "text": "BPS budget (millions) vs student population (line)", "attrs": null, "canon": { "kind": { "name": "Chart", "slug": "chart", "status": "active", "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8", "version": 1, "description": "Quantitative chart." }, "tool": null, "subkind": { "name": "Vertical bar chart", "slug": "bar-vertical", "status": "active", "canonId": "019de52c-fe9d-70f2-b3b7-a9ae294f5917", "version": 1, "description": null }, "framework": null }, "subkind": "bar-vertical", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:54.659+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "1a0ad4ed-c2d8-4229-9909-ab21bc87b51d", "parentComponentId": null }, { "bbox": { "h": 0.6, "w": 0.25, "x": 0.72, "y": 0.23 }, "kind": "list", "text": "In 2005, BPS had a per pupil spending rate of $15,915, by 2015, that same rate had grown to $20,568. Because the BPS footprint did not adjust with population, the per pupil spend is forced up to cover fixed operating costs. If BPS had maintained its per pupil spending rate in 2015, the budget should have fallen to $864M, 23% less than FY15’s budget", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:54.659+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "f88ca5ff-b6b1-44e4-882e-f3cf54d72b06", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.5, "x": 0.02, "y": 0.95 }, "kind": "other", "text": "Source: Massachusetts Department of Elementary and Secondary Education, includes grant funds and other sources", "attrs": null, "canon": { "kind": { "name": "Other", "slug": "other", "status": "active", "canonId": "019de52c-fa90-743c-8bf6-20d1fbe82b6d", "version": 1, "description": "Fallback when no canonical kind applies." }, "tool": null, "subkind": null, "framework": null }, "subkind": "annotation", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:54.659+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "6e008595-7737-4d4f-897a-bae004c75473", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.4, "x": 0.02, "y": 0.12 }, "kind": "subtitle", "text": "BPS budgets and student population since 2005", "attrs": null, "canon": { "kind": { "name": "Subtitle", "slug": "subtitle", "status": "active", "canonId": "82d821ee-2793-42e7-8f16-c6131385a3ce", "version": 1, "description": "Header-zone supporting text near the title (= ex body.description with bbox)." }, "tool": null, "subkind": null, "framework": null }, "subkind": "subtitle", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:54.659+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "388e0699-6f1c-40d3-9257-ea199ab5e583", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.6, "x": 0.02, "y": 0.03 }, "kind": "title", "text": "The BPS budget has not accounted for student declines...", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:54.659+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "7ecc883f-8ae2-4c40-8f2e-5fd4402f8ef7", "parentComponentId": null } ], "metrics": [], "tools": [ { "tool": { "name": "Before-After-Bridge", "slug": "before-after-bridge", "status": "active", "bestFor": null, "canonId": "019dd956-8604-7188-883f-42370288ad05", "version": 1, "bodyDocId": null, "description": "Narrative structure: Paint the before, show the after, explain the bridge", "familyLabel": null, "categoryName": "Block", "categorySlug": "block" }, "agent": "Storyteller", "layer": "slide", "agents": [ "Storyteller" ], "matchId": "a296eed5-2725-42a3-b043-9253541d7d8f", "evidence": "In 2005, BPS had a per pupil spending rate of $15,915, by 2015, that same rate had grown to $20,568.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.6, "extraction": { "at": "2026-07-17 02:11:17.306777+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 31, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "tool": { "name": "Problem Statement Canvas", "slug": "problem-statement-canvas", "status": "active", "bestFor": null, "canonId": "019dd956-839d-744b-ad11-9bf3e3642a18", "version": 1, "bodyDocId": null, "description": "Structured definition of the problem: What? Who? Where? When? Scale?", "familyLabel": null, "categoryName": "Block", "categorySlug": "block" }, "agent": "Architect", "layer": "slide", "agents": [ "Architect" ], "matchId": "e8c4f1c4-f6c2-4310-927e-277d62e32da0", "evidence": "The BPS budget has not accounted for student declines...", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.7, "extraction": { "at": "2026-07-17 02:11:17.269606+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 31, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null } ], "frameworks": [], "arcBeats": [ { "to": 40, "arc": { "name": "The Consultant's Gambit", "slug": "consultants-gambit", "status": "active", "bestFor": "Business cases, project proposals, strategic recommendations", "canonId": "019dd956-5e0a-73c8-b305-81c38c959e9c", "version": 1, "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49", "structure": "Situation & Context -> Problem & Complication -> Solution & Approach -> Evidence & Proof -> Impact & Next Steps", "description": null, "familyLabel": null }, "from": 21, "name": "Problem & Complication", "beatId": "b48b269e-d44e-47dc-9aa5-06c4bbfac84b", "matchId": "bb9d3fa1-87dc-4a72-92a6-fb31d2539016", "beatType": { "name": "Problem & Complication", "slug": "consultants-gambit-problem-complication", "status": "active", "canonId": "019dd9b8-064a-777f-a374-e9a8c43dedd4", "version": 1, "description": null }, "evidence": "The document highlights issues such as district overextension, special education costs, and variability in classification", "position": 1, "isPrimaryArc": true, "parentBeatType": { "name": "Complication", "slug": "complication", "status": "active", "canonId": "019dd9b8-0275-7709-b2d6-4f77c3fc7579", "version": 1, "description": "The point in the narrative where the audience should feel discomfort. Required for argumentative arcs." }, "alignedBlockIds": null, "matchConfidence": 0.8 } ], "loops": [ { "to": 34, "from": 31, "loop": { "name": "27_cost_of_inaction", "slug": "27-cost-of-inaction", "status": "active", "bestFor": "Urgent budget requests, compliance, risk mitigation", "canonId": "019dd956-70d1-7395-a15b-857ba858b394", "version": 1, "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21", "structure": "The Status Quo -> The Hidden Costs Accumulating -> The Future State of Inaction -> The Tipping Point", "description": "Quantify what happens if the audience does nothing", "familyLabel": null }, "matchId": "2ea08923-23bd-42c5-ad26-097dc10740e0", "evidence": "The document notes that BPS' budget has not accounted for student declines, leading to potential cost savings through consolidation", "position": 0, "objective": "Highlight the costs of inaction in addressing district overextension", "confidence": 0.6, "extraction": { "at": "2026-07-16 23:17:59.555298+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": "doc-narrative-v1" } } ], "locked": true }, { "page": 32, "type": "appendix", "title": "The chart combines a stacked bar chart (FTEs) with a line chart (student population).", "function": "analyze_data", "rawType": "other", "block": null, "metadata": { "slideType": "other", "slideTypeCanon": { "name": "Other (fallback)", "slug": "other", "status": "active", "canonId": "019de52d-0af5-71ed-83de-d51ae245fc43", "version": 1, "description": null }, "function": "analyze_data", "functionCanon": { "name": "Analyze data", "slug": "analyze_data", "status": "active", "canonId": "019de52d-1590-7413-8c82-cc218cff40b4", "version": 1, "description": null }, "density": "dense", "densityScore": 67, "componentCount": 5, "textChars": 633, "nDataPoints": 12, "notes": "The chart combines a stacked bar chart (FTEs) with a line chart (student population).", "elementsJson": null, "confidence": 0.95, "extraction": { "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "at": "2026-07-16 19:35:54.712+00", "seconds": 2.805, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019f6b8e-e3f2-73cd-ba44-d930e8bf3977/32", "deck": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977", "deckAnchor": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977#slide-32", "deckJson": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977.json" }, "components": [ { "bbox": { "h": 0.75, "w": 0.65, "x": 0.02, "y": 0.12 }, "kind": "chart", "text": "BPS FTE's and student population since 2009", "attrs": null, "canon": { "kind": { "name": "Chart", "slug": "chart", "status": "active", "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8", "version": 1, "description": "Quantitative chart." }, "tool": null, "subkind": { "name": "Stacked bar chart", "slug": "bar-stacked", "status": "active", "canonId": "019de52c-feec-74bf-9028-15b74f84f0a7", "version": 1, "description": null }, "framework": null }, "subkind": "bar-stacked", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:54.712+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "d69ce6c0-3ca9-464e-a6a1-06b09971ea3e", "parentComponentId": null }, { "bbox": { "h": 0.08, "w": 0.1, "x": 0.85, "y": 0.05 }, "kind": "legend", "text": "Central office, Schools", "attrs": null, "canon": { "kind": { "name": "Legend", "slug": "legend", "status": "active", "canonId": "31361933-3d22-4c70-bbad-0801e9fffc0c", "version": 1, "description": "Color/symbol decoder placed adjacent to a chart or diagram." }, "tool": null, "subkind": null, "framework": null }, "subkind": "legend", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:54.712+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "4339ba92-15d4-42cb-b873-f4d9473fe483", "parentComponentId": null }, { "bbox": { "h": 0.7, "w": 0.3, "x": 0.68, "y": 0.15 }, "kind": "list", "text": "If BPS were to decrease staff with future enrollment trends and historical central office FTE counts, BPS would shrink by ~7-10%. In 2009-10, BPS had a ratio of 5.5 students per FTE, by 2014-15, that ratio had fallen to 5.0. If BPS had maintained its 2009-10 student to FTE ratio, in 2014-15, BPS would have 9,875 FTE's, 902 fewer than six years ago, at a savings of ~$60-70M. By operating its current number of schools, BPS cannot currently bring school staff down commensurately.", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:54.712+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "cae52009-1adc-4a9f-acc5-a28da01b9fa8", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.35, "x": 0.02, "y": 0.95 }, "kind": "other", "text": "Source: BPS Human Capital data and Enrollment data", "attrs": null, "canon": { "kind": { "name": "Other", "slug": "other", "status": "active", "canonId": "019de52c-fa90-743c-8bf6-20d1fbe82b6d", "version": 1, "description": "Fallback when no canonical kind applies." }, "tool": null, "subkind": null, "framework": null }, "subkind": "source-note", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:54.712+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "c11628c8-3395-41e1-b260-dc8517a29f4c", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.35, "x": 0.02, "y": 0.02 }, "kind": "title", "text": "SYSTEM OVERVIEW ...nor has FTE count", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:54.712+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "939dcbce-4d7b-4416-a8b4-edb569918bfd", "parentComponentId": null } ], "metrics": [], "tools": [ { "tool": { "name": "Analytical method", "slug": "analytical-method", "status": "active", "bestFor": null, "canonId": "b42c4911-7946-49b5-951c-5f3d23f4e2bd", "version": 1, "bodyDocId": null, "description": "Diagnostic / structuring methods (5-whys, fishbone, issue tree, hypothesis-driven).", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "2b219f65-f066-486a-b9af-823693fc13bb", "evidence": "If BPS were to decrease staff with future enrollment trends and historical central office FTE counts, BPS would shrink by ~7-10%.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.7, "extraction": { "at": "2026-07-17 02:11:17.381193+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 32, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null } ], "frameworks": [], "arcBeats": [ { "to": 40, "arc": { "name": "The Consultant's Gambit", "slug": "consultants-gambit", "status": "active", "bestFor": "Business cases, project proposals, strategic recommendations", "canonId": "019dd956-5e0a-73c8-b305-81c38c959e9c", "version": 1, "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49", "structure": "Situation & Context -> Problem & Complication -> Solution & Approach -> Evidence & Proof -> Impact & Next Steps", "description": null, "familyLabel": null }, "from": 21, "name": "Problem & Complication", "beatId": "b48b269e-d44e-47dc-9aa5-06c4bbfac84b", "matchId": "bb9d3fa1-87dc-4a72-92a6-fb31d2539016", "beatType": { "name": "Problem & Complication", "slug": "consultants-gambit-problem-complication", "status": "active", "canonId": "019dd9b8-064a-777f-a374-e9a8c43dedd4", "version": 1, "description": null }, "evidence": "The document highlights issues such as district overextension, special education costs, and variability in classification", "position": 1, "isPrimaryArc": true, "parentBeatType": { "name": "Complication", "slug": "complication", "status": "active", "canonId": "019dd9b8-0275-7709-b2d6-4f77c3fc7579", "version": 1, "description": "The point in the narrative where the audience should feel discomfort. Required for argumentative arcs." }, "alignedBlockIds": null, "matchConfidence": 0.8 } ], "loops": [ { "to": 34, "from": 31, "loop": { "name": "27_cost_of_inaction", "slug": "27-cost-of-inaction", "status": "active", "bestFor": "Urgent budget requests, compliance, risk mitigation", "canonId": "019dd956-70d1-7395-a15b-857ba858b394", "version": 1, "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21", "structure": "The Status Quo -> The Hidden Costs Accumulating -> The Future State of Inaction -> The Tipping Point", "description": "Quantify what happens if the audience does nothing", "familyLabel": null }, "matchId": "2ea08923-23bd-42c5-ad26-097dc10740e0", "evidence": "The document notes that BPS' budget has not accounted for student declines, leading to potential cost savings through consolidation", "position": 0, "objective": "Highlight the costs of inaction in addressing district overextension", "confidence": 0.6, "extraction": { "at": "2026-07-16 23:17:59.555298+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": "doc-narrative-v1" } } ], "locked": true }, { "page": 33, "type": "resolution", "title": "The slide includes a callout box explaining the recent shift in shares.", "function": "analyze_data", "rawType": "key_takeaways", "block": null, "metadata": { "slideType": "key_takeaways", "slideTypeCanon": { "name": "Key takeaways", "slug": "key_takeaways", "status": "active", "canonId": "019de52d-06e7-7674-a891-9f7de3b11b6d", "version": 1, "description": null }, "function": "analyze_data", "functionCanon": { "name": "Analyze data", "slug": "analyze_data", "status": "active", "canonId": "019de52d-1590-7413-8c82-cc218cff40b4", "version": 1, "description": null }, "density": "dense", "densityScore": 69, "componentCount": 6, "textChars": 412, "nDataPoints": 12, "notes": "The slide includes a callout box explaining the recent shift in shares.", "elementsJson": null, "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "at": "2026-07-16 19:35:55.05+00", "seconds": 2.719, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019f6b8e-e3f2-73cd-ba44-d930e8bf3977/33", "deck": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977", "deckAnchor": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977#slide-33", "deckJson": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977.json" }, "components": [ { "bbox": { "h": 0.35, "w": 0.15, "x": 0.8, "y": 0.23 }, "kind": "callout", "text": "The change in share is representative of smaller school staff numbers with slightly increased central office shares", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": null, "subkind": { "name": "Primary callout", "slug": "primary", "status": "active", "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d", "version": 1, "description": null }, "framework": null }, "subkind": "primary", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:55.05+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "a7ca1dca-f29a-4546-9683-91313ca709a0", "parentComponentId": null }, { "bbox": { "h": 0.55, "w": 0.75, "x": 0.04, "y": 0.16 }, "kind": "chart", "text": "FTE break down", "attrs": null, "canon": { "kind": { "name": "Chart", "slug": "chart", "status": "active", "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8", "version": 1, "description": "Quantitative chart." }, "tool": null, "subkind": { "name": "Stacked bar chart (100%)", "slug": "bar-stacked-100pct", "status": "active", "canonId": "019de52c-ff14-71b8-8d88-860f8d7da84b", "version": 1, "description": null }, "framework": null }, "subkind": "bar-stacked-100pct", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:55.05+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "a6db21cb-bf6c-4ba7-992e-7b968ccbb5ae", "parentComponentId": null }, { "bbox": { "h": 0.08, "w": 0.08, "x": 0.9, "y": 0.05 }, "kind": "legend", "text": "Central\nSchools", "attrs": null, "canon": { "kind": { "name": "Legend", "slug": "legend", "status": "active", "canonId": "31361933-3d22-4c70-bbad-0801e9fffc0c", "version": 1, "description": "Color/symbol decoder placed adjacent to a chart or diagram." }, "tool": null, "subkind": null, "framework": null }, "subkind": "legend", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:55.05+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "7d50a4e2-5a33-47a7-a174-0ed6693a1281", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.3, "x": 0.02, "y": 0.96 }, "kind": "other", "text": "Source: BPS employee data, Office of Human Capital", "attrs": null, "canon": { "kind": { "name": "Other", "slug": "other", "status": "active", "canonId": "019de52c-fa90-743c-8bf6-20d1fbe82b6d", "version": 1, "description": "Fallback when no canonical kind applies." }, "tool": null, "subkind": null, "framework": null }, "subkind": "source-note", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:55.05+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "777278d0-ffd6-4b99-82d4-618c8c1e5cbf", "parentComponentId": null }, { "bbox": { "h": 0.1, "w": 0.55, "x": 0.23, "y": 0.75 }, "kind": "paragraph", "text": "The ratio of school-level to central office BPS employees constant over the past 6 years, with a slight uptick in central to school ratios in recent years", "attrs": null, "canon": { "kind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4", "version": 1, "description": "Single prose block in the body of a slide." }, "tool": null, "subkind": null, "framework": null }, "subkind": "paragraph", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:55.05+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "bbc49bd3-963b-4282-ab89-28f01021c616", "parentComponentId": null }, { "bbox": { "h": 0.04, "w": 0.85, "x": 0.02, "y": 0.04 }, "kind": "title", "text": "The share of school-based employees has remained mostly constant", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:55.05+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "c6583666-8a85-4861-a422-8d7ff0b21907", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [], "arcBeats": [ { "to": 40, "arc": { "name": "The Consultant's Gambit", "slug": "consultants-gambit", "status": "active", "bestFor": "Business cases, project proposals, strategic recommendations", "canonId": "019dd956-5e0a-73c8-b305-81c38c959e9c", "version": 1, "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49", "structure": "Situation & Context -> Problem & Complication -> Solution & Approach -> Evidence & Proof -> Impact & Next Steps", "description": null, "familyLabel": null }, "from": 21, "name": "Problem & Complication", "beatId": "b48b269e-d44e-47dc-9aa5-06c4bbfac84b", "matchId": "bb9d3fa1-87dc-4a72-92a6-fb31d2539016", "beatType": { "name": "Problem & Complication", "slug": "consultants-gambit-problem-complication", "status": "active", "canonId": "019dd9b8-064a-777f-a374-e9a8c43dedd4", "version": 1, "description": null }, "evidence": "The document highlights issues such as district overextension, special education costs, and variability in classification", "position": 1, "isPrimaryArc": true, "parentBeatType": { "name": "Complication", "slug": "complication", "status": "active", "canonId": "019dd9b8-0275-7709-b2d6-4f77c3fc7579", "version": 1, "description": "The point in the narrative where the audience should feel discomfort. Required for argumentative arcs." }, "alignedBlockIds": null, "matchConfidence": 0.8 } ], "loops": [ { "to": 34, "from": 31, "loop": { "name": "27_cost_of_inaction", "slug": "27-cost-of-inaction", "status": "active", "bestFor": "Urgent budget requests, compliance, risk mitigation", "canonId": "019dd956-70d1-7395-a15b-857ba858b394", "version": 1, "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21", "structure": "The Status Quo -> The Hidden Costs Accumulating -> The Future State of Inaction -> The Tipping Point", "description": "Quantify what happens if the audience does nothing", "familyLabel": null }, "matchId": "2ea08923-23bd-42c5-ad26-097dc10740e0", "evidence": "The document notes that BPS' budget has not accounted for student declines, leading to potential cost savings through consolidation", "position": 0, "objective": "Highlight the costs of inaction in addressing district overextension", "confidence": 0.6, "extraction": { "at": "2026-07-16 23:17:59.555298+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": "doc-narrative-v1" } } ], "locked": true }, { "page": 34, "type": "setup", "title": "The slide uses stacked bar charts to compare racial composition and simple bar charts for poverty indicators, accompanied by a summary list of key takeaways.", "function": "analyze_data", "rawType": "key_messages", "block": null, "metadata": { "slideType": "key_messages", "slideTypeCanon": { "name": "Key messages", "slug": "key_messages", "status": "active", "canonId": "019de52d-0712-703f-89f5-bda6688faf3f", "version": 1, "description": null }, "function": "analyze_data", "functionCanon": { "name": "Analyze data", "slug": "analyze_data", "status": "active", "canonId": "019de52d-1590-7413-8c82-cc218cff40b4", "version": 1, "description": null }, "density": "overcrowded", "densityScore": 76, "componentCount": 6, "textChars": 598, "nDataPoints": 20, "notes": "The slide uses stacked bar charts to compare racial composition and simple bar charts for poverty indicators, accompanied by a summary list of key takeaways.", "elementsJson": null, "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "at": "2026-07-16 19:35:55.298+00", "seconds": 2.953, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019f6b8e-e3f2-73cd-ba44-d930e8bf3977/34", "deck": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977", "deckAnchor": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977#slide-34", "deckJson": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977.json" }, "components": [ { "bbox": { "h": 0.35, "w": 0.65, "x": 0.03, "y": 0.18 }, "kind": "chart", "text": "Racial break down", "attrs": null, "canon": { "kind": { "name": "Chart", "slug": "chart", "status": "active", "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8", "version": 1, "description": "Quantitative chart." }, "tool": null, "subkind": { "name": "Stacked bar chart", "slug": "bar-stacked", "status": "active", "canonId": "019de52c-feec-74bf-9028-15b74f84f0a7", "version": 1, "description": null }, "framework": null }, "subkind": "bar-stacked", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:55.298+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "e46bca38-c772-485d-bc87-767e34153ab3", "parentComponentId": null }, { "bbox": { "h": 0.3, "w": 0.45, "x": 0.03, "y": 0.58 }, "kind": "chart", "text": "Poverty indicators", "attrs": null, "canon": { "kind": { "name": "Chart", "slug": "chart", "status": "active", "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8", "version": 1, "description": "Quantitative chart." }, "tool": null, "subkind": { "name": "Vertical bar chart", "slug": "bar-vertical", "status": "active", "canonId": "019de52c-fe9d-70f2-b3b7-a9ae294f5917", "version": 1, "description": null }, "framework": null }, "subkind": "bar-vertical", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:55.298+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "618c57a2-04bf-4a2d-9786-b21155056b77", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.5, "x": 0.25, "y": 0.1 }, "kind": "legend", "text": "Hispanic, Black, White (non-Hispanic), Asian, Other/multiracial", "attrs": null, "canon": { "kind": { "name": "Legend", "slug": "legend", "status": "active", "canonId": "31361933-3d22-4c70-bbad-0801e9fffc0c", "version": 1, "description": "Color/symbol decoder placed adjacent to a chart or diagram." }, "tool": null, "subkind": null, "framework": null }, "subkind": "legend", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:55.298+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "2917fb6b-93d7-4e49-9dd2-1b72ab375a7b", "parentComponentId": null }, { "bbox": { "h": 0.7, "w": 0.28, "x": 0.7, "y": 0.15 }, "kind": "list", "text": "White BPS teachers represent 30% more of the teaching force than of the city of Boston... BPS Hispanic students represent double the student body share... The Black share of the BPS student body is >50% greater than the teaching force...", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:55.298+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "362b7917-7d3d-42cf-af1b-011f2bb6c88d", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.95, "x": 0.03, "y": 0.92 }, "kind": "other", "text": "1 BPS at a Glance, SY 2013-2014; 2 BPS employee data, Jan 1, 2015; 3 US Census Bureau, 2010; 4 BPS data, 2013; 5 Estimate from CLR research, 2010; 6 EdWeek, Profiles of teachers in the US, 2011", "attrs": null, "canon": { "kind": { "name": "Other", "slug": "other", "status": "active", "canonId": "019de52c-fa90-743c-8bf6-20d1fbe82b6d", "version": 1, "description": "Fallback when no canonical kind applies." }, "tool": null, "subkind": null, "framework": null }, "subkind": "source-note", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:55.298+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "06804fa8-f662-46ca-ae02-b80100c7e3a4", "parentComponentId": null }, { "bbox": { "h": 0.08, "w": 0.7, "x": 0.03, "y": 0.04 }, "kind": "title", "text": "BPS is a diverse system, whose demographics differ from Boston overall", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:55.298+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "9ce6d139-14fb-4707-b6c0-5120c600dcf0", "parentComponentId": null } ], "metrics": [], "tools": [ { "tool": { "name": "Audience Definition", "slug": "audience-definition", "status": "active", "bestFor": null, "canonId": "019dd956-7f2a-775d-aeee-ff099bcb7756", "version": 1, "bodyDocId": null, "description": "Six key questions: Who are they? What do they know? What do they believe? What do they care about? What do they fear? What decisions can they make?", "familyLabel": null, "categoryName": "Block", "categorySlug": "block" }, "agent": "Storyteller", "layer": "slide", "agents": [ "Storyteller" ], "matchId": "e62b39bd-08c9-4b3f-b9f1-e73e24fa8f98", "evidence": "BPS is a diverse system, whose demographics differ from Boston overall", "pageRefs": null, "priority": "Core", "whenToUse": null, "confidence": 0.6, "extraction": { "at": "2026-07-17 02:11:17.494877+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 34, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null } ], "frameworks": [], "arcBeats": [ { "to": 40, "arc": { "name": "The Consultant's Gambit", "slug": "consultants-gambit", "status": "active", "bestFor": "Business cases, project proposals, strategic recommendations", "canonId": "019dd956-5e0a-73c8-b305-81c38c959e9c", "version": 1, "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49", "structure": "Situation & Context -> Problem & Complication -> Solution & Approach -> Evidence & Proof -> Impact & Next Steps", "description": null, "familyLabel": null }, "from": 21, "name": "Problem & Complication", "beatId": "b48b269e-d44e-47dc-9aa5-06c4bbfac84b", "matchId": "bb9d3fa1-87dc-4a72-92a6-fb31d2539016", "beatType": { "name": "Problem & Complication", "slug": "consultants-gambit-problem-complication", "status": "active", "canonId": "019dd9b8-064a-777f-a374-e9a8c43dedd4", "version": 1, "description": null }, "evidence": "The document highlights issues such as district overextension, special education costs, and variability in classification", "position": 1, "isPrimaryArc": true, "parentBeatType": { "name": "Complication", "slug": "complication", "status": "active", "canonId": "019dd9b8-0275-7709-b2d6-4f77c3fc7579", "version": 1, "description": "The point in the narrative where the audience should feel discomfort. Required for argumentative arcs." }, "alignedBlockIds": null, "matchConfidence": 0.8 } ], "loops": [ { "to": 34, "from": 31, "loop": { "name": "27_cost_of_inaction", "slug": "27-cost-of-inaction", "status": "active", "bestFor": "Urgent budget requests, compliance, risk mitigation", "canonId": "019dd956-70d1-7395-a15b-857ba858b394", "version": 1, "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21", "structure": "The Status Quo -> The Hidden Costs Accumulating -> The Future State of Inaction -> The Tipping Point", "description": "Quantify what happens if the audience does nothing", "familyLabel": null }, "matchId": "2ea08923-23bd-42c5-ad26-097dc10740e0", "evidence": "The document notes that BPS' budget has not accounted for student declines, leading to potential cost savings through consolidation", "position": 0, "objective": "Highlight the costs of inaction in addressing district overextension", "confidence": 0.6, "extraction": { "at": "2026-07-16 23:17:59.555298+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": "doc-narrative-v1" } } ], "locked": true }, { "page": 35, "type": "resolution", "title": "Includes a bar chart of state-level data and a stacked bar chart of district-type distribution.", "function": "analyze_data", "rawType": "key_takeaways", "block": null, "metadata": { "slideType": "key_takeaways", "slideTypeCanon": { "name": "Key takeaways", "slug": "key_takeaways", "status": "active", "canonId": "019de52d-06e7-7674-a891-9f7de3b11b6d", "version": 1, "description": null }, "function": "analyze_data", "functionCanon": { "name": "Analyze data", "slug": "analyze_data", "status": "active", "canonId": "019de52d-1590-7413-8c82-cc218cff40b4", "version": 1, "description": null }, "density": "overcrowded", "densityScore": 76, "componentCount": 6, "textChars": 580, "nDataPoints": 50, "notes": "Includes a bar chart of state-level data and a stacked bar chart of district-type distribution.", "elementsJson": null, "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "at": "2026-07-16 19:35:55.311+00", "seconds": 2.848, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019f6b8e-e3f2-73cd-ba44-d930e8bf3977/35", "deck": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977", "deckAnchor": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977#slide-35", "deckJson": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977.json" }, "components": [ { "bbox": { "h": 0.45, "w": 0.15, "x": 0.83, "y": 0.275 }, "kind": "callout", "text": "BPS outpaces the nation and Massachusetts districts in the percentage of students qualifying for free and reduced meals. BPS is more in line with urban districts, where 38% of these districts have greater than 75% of students qualifying for free and reduced meals.", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": null, "subkind": { "name": "Primary callout", "slug": "primary", "status": "active", "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d", "version": 1, "description": null }, "framework": null }, "subkind": "primary", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:55.311+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "10817220-0a6b-4498-9a4b-fe74a6684293", "parentComponentId": null }, { "bbox": { "h": 0.7, "w": 0.45, "x": 0.02, "y": 0.15 }, "kind": "chart", "text": "State-level free and reduced meal rates", "attrs": null, "canon": { "kind": { "name": "Chart", "slug": "chart", "status": "active", "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8", "version": 1, "description": "Quantitative chart." }, "tool": null, "subkind": { "name": "Horizontal bar chart", "slug": "bar-horizontal", "status": "active", "canonId": "019de52c-fec4-7221-986b-1cb5f5e84b1f", "version": 1, "description": null }, "framework": null }, "subkind": "bar-horizontal", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:55.311+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "31a17084-ba4a-47cb-8d5d-9e95593b9932", "parentComponentId": null }, { "bbox": { "h": 0.4, "w": 0.45, "x": 0.48, "y": 0.4 }, "kind": "chart", "text": "Percentage distribution of public elementary and secondary students by school eligibility for FRPL", "attrs": null, "canon": { "kind": { "name": "Chart", "slug": "chart", "status": "active", "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8", "version": 1, "description": "Quantitative chart." }, "tool": null, "subkind": { "name": "Stacked bar chart (100%)", "slug": "bar-stacked-100pct", "status": "active", "canonId": "019de52c-ff14-71b8-8d88-860f8d7da84b", "version": 1, "description": null }, "framework": null }, "subkind": "bar-stacked-100pct", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:55.311+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "27a0e7f0-8c2a-4e45-8992-d497f7299014", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.2, "x": 0.02, "y": 0.9 }, "kind": "other", "text": "1 US Dept. of Education, 2011; 2 Kidscount data, 2012", "attrs": null, "canon": { "kind": { "name": "Other", "slug": "other", "status": "active", "canonId": "019de52c-fa90-743c-8bf6-20d1fbe82b6d", "version": 1, "description": "Fallback when no canonical kind applies." }, "tool": null, "subkind": null, "framework": null }, "subkind": "source-note", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:55.311+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "92cf9d9f-46bb-4d1c-a1b1-42ca491c37c2", "parentComponentId": null }, { "bbox": { "h": 0.06, "w": 0.9, "x": 0.02, "y": 0.05 }, "kind": "title", "text": "BPS has a significantly higher rate of students qualifying for Free and reduced meals than the state and nation", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Action title", "slug": "action-title", "status": "active", "canonId": "019de52c-fb31-734c-a0f5-a3935b73135d", "version": 1, "description": null }, "framework": null }, "subkind": "action-title", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:55.311+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "994bab29-c38f-4624-8ab9-ec36239f23be", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.2, "x": 0.02, "y": 0.02 }, "kind": "title", "text": "SYSTEM OVERVIEW", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:55.311+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "349fcb4c-fcfc-4964-9641-e5b72ef5332e", "parentComponentId": null } ], "metrics": [], "tools": [ { "tool": { "name": "Comparison frame", "slug": "comparison-frame", "status": "active", "bestFor": null, "canonId": "019dd9e1-484b-7399-a4fc-d14644b99f93", "version": 1, "bodyDocId": null, "description": "Two or more states/subjects placed side by side to expose a gap.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "756791c8-59c9-4cd1-a9dc-5ac9e17af827", "evidence": "BPS has a significantly higher rate of students qualifying for Free and reduced meals than the state and nation", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.7, "extraction": { "at": "2026-07-17 02:11:17.567994+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 35, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null } ], "frameworks": [], "arcBeats": [ { "to": 40, "arc": { "name": "The Consultant's Gambit", "slug": "consultants-gambit", "status": "active", "bestFor": "Business cases, project proposals, strategic recommendations", "canonId": "019dd956-5e0a-73c8-b305-81c38c959e9c", "version": 1, "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49", "structure": "Situation & Context -> Problem & Complication -> Solution & Approach -> Evidence & Proof -> Impact & Next Steps", "description": null, "familyLabel": null }, "from": 21, "name": "Problem & Complication", "beatId": "b48b269e-d44e-47dc-9aa5-06c4bbfac84b", "matchId": "bb9d3fa1-87dc-4a72-92a6-fb31d2539016", "beatType": { "name": "Problem & Complication", "slug": "consultants-gambit-problem-complication", "status": "active", "canonId": "019dd9b8-064a-777f-a374-e9a8c43dedd4", "version": 1, "description": null }, "evidence": "The document highlights issues such as district overextension, special education costs, and variability in classification", "position": 1, "isPrimaryArc": true, "parentBeatType": { "name": "Complication", "slug": "complication", "status": "active", "canonId": "019dd9b8-0275-7709-b2d6-4f77c3fc7579", "version": 1, "description": "The point in the narrative where the audience should feel discomfort. Required for argumentative arcs." }, "alignedBlockIds": null, "matchConfidence": 0.8 } ], "loops": [], "locked": true }, { "page": 36, "type": "analysis", "title": "The slide uses a dual-chart layout to compare national state-level data with local district-level data.", "function": "analyze_data", "rawType": "comparison_table", "block": null, "metadata": { "slideType": "comparison_table", "slideTypeCanon": { "name": "Comparison table", "slug": "comparison_table", "status": "active", "canonId": "019de52d-0a06-73f8-8813-fe022fab1de2", "version": 1, "description": null }, "function": "analyze_data", "functionCanon": { "name": "Analyze data", "slug": "analyze_data", "status": "active", "canonId": "019de52d-1590-7413-8c82-cc218cff40b4", "version": 1, "description": null }, "density": "overcrowded", "densityScore": 88, "componentCount": 7, "textChars": 1040, "nDataPoints": 50, "notes": "The slide uses a dual-chart layout to compare national state-level data with local district-level data.", "elementsJson": null, "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "at": "2026-07-16 19:35:55.793+00", "seconds": 3.237, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019f6b8e-e3f2-73cd-ba44-d930e8bf3977/36", "deck": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977", "deckAnchor": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977#slide-36", "deckJson": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977.json" }, "components": [ { "bbox": { "h": 0.7, "w": 0.3, "x": 0.35, "y": 0.15 }, "kind": "chart", "text": "Identification Rate of Students with Disabilities, by MA district 2013", "attrs": null, "canon": { "kind": { "name": "Chart", "slug": "chart", "status": "active", "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8", "version": 1, "description": "Quantitative chart." }, "tool": null, "subkind": { "name": "Horizontal bar chart", "slug": "bar-horizontal", "status": "active", "canonId": "019de52c-fec4-7221-986b-1cb5f5e84b1f", "version": 1, "description": null }, "framework": null }, "subkind": "bar-horizontal", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:55.793+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "887b0294-7f81-43c3-be84-e75847ec5ce2", "parentComponentId": null }, { "bbox": { "h": 0.7, "w": 0.3, "x": 0.02, "y": 0.15 }, "kind": "chart", "text": "Identification Rate of Students with Disabilities, by State 2009-10", "attrs": null, "canon": { "kind": { "name": "Chart", "slug": "chart", "status": "active", "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8", "version": 1, "description": "Quantitative chart." }, "tool": null, "subkind": { "name": "Horizontal bar chart", "slug": "bar-horizontal", "status": "active", "canonId": "019de52c-fec4-7221-986b-1cb5f5e84b1f", "version": 1, "description": null }, "framework": null }, "subkind": "bar-horizontal", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:55.793+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "e820b233-50db-42ce-8310-b167d8bfbbd1", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.25, "x": 0.65, "y": 0.08 }, "kind": "legend", "text": "New England states, Massachusetts/Boston, Group average", "attrs": null, "canon": { "kind": { "name": "Legend", "slug": "legend", "status": "active", "canonId": "31361933-3d22-4c70-bbad-0801e9fffc0c", "version": 1, "description": "Color/symbol decoder placed adjacent to a chart or diagram." }, "tool": null, "subkind": null, "framework": null }, "subkind": "legend", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:55.793+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "f4c2bd9b-dec2-4ca0-a300-c26279b0d59a", "parentComponentId": null }, { "bbox": { "h": 0.5, "w": 0.28, "x": 0.7, "y": 0.25 }, "kind": "list", "text": "Massachusetts has historically higher SPED numbers due to being a leader in SPED beginning in the 1970s - their being higher than national averages is not a reflection of any state policies, but of state culture. Assuming direct labor aligns with the number of students, BPS could save roughly $5M for every one percentage drop in classification. Aligning with state average could translate to $10-15M in savings. Aligning with New England average of 16.2% could capture $15-18M.", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:55.793+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "4f0bf7d0-5b69-4772-9bb9-fcf2c6418fbf", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.95, "x": 0.02, "y": 0.88 }, "kind": "source-note", "text": "1 Fordham Institute, \"Shifting trends in Special Education,\" May 2011 2 MA Department of Elementary and Secondary Education, 2013; this includes all 409 \"districts\" in MA, many of which are individual schools; the state average remains unchanged when just traditional districts are considered", "attrs": null, "canon": { "kind": { "name": "Source note", "slug": "source-note", "status": "active", "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948", "version": 1, "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": "source-note", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:55.793+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "68d220a9-2ddc-4d29-a0ec-345d0061ba3e", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.8, "x": 0.02, "y": 0.05 }, "kind": "title", "text": "BPS SPED classification is above MA average, well above nation", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Action title", "slug": "action-title", "status": "active", "canonId": "019de52c-fb31-734c-a0f5-a3935b73135d", "version": 1, "description": null }, "framework": null }, "subkind": "action-title", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:55.793+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "95e0876f-7576-4067-8afa-eb3e498ada53", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.2, "x": 0.02, "y": 0.02 }, "kind": "title", "text": "SYSTEM OVERVIEW", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:55.793+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "814129c9-e9fe-42c0-80e7-6efba76b222a", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [], "arcBeats": [ { "to": 40, "arc": { "name": "The Consultant's Gambit", "slug": "consultants-gambit", "status": "active", "bestFor": "Business cases, project proposals, strategic recommendations", "canonId": "019dd956-5e0a-73c8-b305-81c38c959e9c", "version": 1, "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49", "structure": "Situation & Context -> Problem & Complication -> Solution & Approach -> Evidence & Proof -> Impact & Next Steps", "description": null, "familyLabel": null }, "from": 21, "name": "Problem & Complication", "beatId": "b48b269e-d44e-47dc-9aa5-06c4bbfac84b", "matchId": "bb9d3fa1-87dc-4a72-92a6-fb31d2539016", "beatType": { "name": "Problem & Complication", "slug": "consultants-gambit-problem-complication", "status": "active", "canonId": "019dd9b8-064a-777f-a374-e9a8c43dedd4", "version": 1, "description": null }, "evidence": "The document highlights issues such as district overextension, special education costs, and variability in classification", "position": 1, "isPrimaryArc": true, "parentBeatType": { "name": "Complication", "slug": "complication", "status": "active", "canonId": "019dd9b8-0275-7709-b2d6-4f77c3fc7579", "version": 1, "description": "The point in the narrative where the audience should feel discomfort. Required for argumentative arcs." }, "alignedBlockIds": null, "matchConfidence": 0.8 } ], "loops": [], "locked": true }, { "page": 37, "type": "analysis", "title": "Includes a trend line and specific callouts for outlier districts.", "function": "analyze_data", "rawType": "comparison_table", "block": null, "metadata": { "slideType": "comparison_table", "slideTypeCanon": { "name": "Comparison table", "slug": "comparison_table", "status": "active", "canonId": "019de52d-0a06-73f8-8813-fe022fab1de2", "version": 1, "description": null }, "function": "analyze_data", "functionCanon": { "name": "Analyze data", "slug": "analyze_data", "status": "active", "canonId": "019de52d-1590-7413-8c82-cc218cff40b4", "version": 1, "description": null }, "density": "dense", "densityScore": 68, "componentCount": 5, "textChars": 567, "nDataPoints": 150, "notes": "Includes a trend line and specific callouts for outlier districts.", "elementsJson": null, "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "at": "2026-07-16 19:35:55.298+00", "seconds": 2.552, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019f6b8e-e3f2-73cd-ba44-d930e8bf3977/37", "deck": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977", "deckAnchor": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977#slide-37", "deckJson": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977.json" }, "components": [ { "bbox": { "h": 0.25, "w": 0.28, "x": 0.7, "y": 0.55 }, "kind": "callout", "text": "A 2014 Massachusetts study found that low-income students in the state were identified as eligible for special education services at substantially higher rates than non-low-income students", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": null, "subkind": { "name": "Primary callout", "slug": "primary", "status": "active", "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d", "version": 1, "description": null }, "framework": null }, "subkind": "primary", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:55.298+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "5906a9dd-4e95-4e8e-be38-ffeb1d62a4bc", "parentComponentId": null }, { "bbox": { "h": 0.25, "w": 0.28, "x": 0.7, "y": 0.24 }, "kind": "callout", "text": "Districts with equal or greater FARM, but lower SWD: Revere, Everett, Brockton, Lynn, Chelsea, Springfield. Districts with equal or greater FARM, but higher SWD: Lawrence, Fall River, Holyoke", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": null, "subkind": { "name": "Primary callout", "slug": "primary", "status": "active", "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d", "version": 1, "description": null }, "framework": null }, "subkind": "primary", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:55.298+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "5fcce1c8-a6b0-4d79-a0cb-6a5db58412e3", "parentComponentId": null }, { "bbox": { "h": 0.75, "w": 0.65, "x": 0.03, "y": 0.12 }, "kind": "chart", "text": "Plot of MA districts by Free and Reduced Meal and Disability status", "attrs": null, "canon": { "kind": { "name": "Chart", "slug": "chart", "status": "active", "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8", "version": 1, "description": "Quantitative chart." }, "tool": null, "subkind": { "name": "Scatter plot", "slug": "scatter", "status": "active", "canonId": "019de52d-007d-72ec-8689-c79fb78e21a2", "version": 1, "description": null }, "framework": null }, "subkind": "scatter", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:55.298+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "ebf609ad-4ace-4433-93c5-a329c4f1ad9a", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.4, "x": 0.03, "y": 0.91 }, "kind": "other", "text": "1 MA Department of Elementary and Secondary Education, 2013", "attrs": null, "canon": { "kind": { "name": "Other", "slug": "other", "status": "active", "canonId": "019de52c-fa90-743c-8bf6-20d1fbe82b6d", "version": 1, "description": "Fallback when no canonical kind applies." }, "tool": null, "subkind": null, "framework": null }, "subkind": "source-note", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:55.298+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "cb9b284d-be36-4e31-80ef-f93034b089c9", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.7, "x": 0.03, "y": 0.03 }, "kind": "title", "text": "SWD and FARM classification are correlated across MA districts", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:55.298+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "94b0c1b8-01b7-4054-8307-5950e8752e05", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [ { "matchId": "d3d511e3-0f9d-48d3-95b7-e3f08bb6b346", "evidence": "Scatter plot with trend line showing relationship between two variables", "framework": null, "confidence": 0.9, "extraction": { "at": "2026-07-16 19:35:55.298+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 37, "frameworkName": "correlation-analysis" } ], "arcBeats": [ { "to": 40, "arc": { "name": "The Consultant's Gambit", "slug": "consultants-gambit", "status": "active", "bestFor": "Business cases, project proposals, strategic recommendations", "canonId": "019dd956-5e0a-73c8-b305-81c38c959e9c", "version": 1, "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49", "structure": "Situation & Context -> Problem & Complication -> Solution & Approach -> Evidence & Proof -> Impact & Next Steps", "description": null, "familyLabel": null }, "from": 21, "name": "Problem & Complication", "beatId": "b48b269e-d44e-47dc-9aa5-06c4bbfac84b", "matchId": "bb9d3fa1-87dc-4a72-92a6-fb31d2539016", "beatType": { "name": "Problem & Complication", "slug": "consultants-gambit-problem-complication", "status": "active", "canonId": "019dd9b8-064a-777f-a374-e9a8c43dedd4", "version": 1, "description": null }, "evidence": "The document highlights issues such as district overextension, special education costs, and variability in classification", "position": 1, "isPrimaryArc": true, "parentBeatType": { "name": "Complication", "slug": "complication", "status": "active", "canonId": "019dd9b8-0275-7709-b2d6-4f77c3fc7579", "version": 1, "description": "The point in the narrative where the audience should feel discomfort. Required for argumentative arcs." }, "alignedBlockIds": null, "matchConfidence": 0.8 } ], "loops": [], "locked": true }, { "page": 38, "type": "setup", "title": "The chart highlights a 10% growth in Boston's ELL population, representing a raw increase of 7,656 students.", "function": "compare_peers", "rawType": "peer_benchmark", "block": null, "metadata": { "slideType": "peer_benchmark", "slideTypeCanon": { "name": "Peer benchmark", "slug": "peer_benchmark", "status": "active", "canonId": "019de52d-08f0-7158-a78d-d7b5331fefaf", "version": 1, "description": null }, "function": "compare_peers", "functionCanon": { "name": "Compare peers", "slug": "compare_peers", "status": "active", "canonId": "019de52d-1453-72ba-a367-9ba3d34c1630", "version": 1, "description": null }, "density": "dense", "densityScore": 53, "componentCount": 4, "textChars": 416, "nDataPoints": 28, "notes": "The chart highlights a 10% growth in Boston's ELL population, representing a raw increase of 7,656 students.", "elementsJson": null, "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "at": "2026-07-16 19:35:55.153+00", "seconds": 2.258, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019f6b8e-e3f2-73cd-ba44-d930e8bf3977/38", "deck": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977", "deckAnchor": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977#slide-38", "deckJson": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977.json" }, "components": [ { "bbox": { "h": 0.45, "w": 0.15, "x": 0.84, "y": 0.28 }, "kind": "callout", "text": "41% of BPS students now identify as Hispanic. BPS' FY16 Weighted Student Formula allocates a blended rate of $1,677 per ELL student. At FY16 rates, this 10% change would add $12.8M to district needs", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": null, "subkind": { "name": "Primary callout", "slug": "primary", "status": "active", "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d", "version": 1, "description": null }, "framework": null }, "subkind": "primary", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:55.153+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "74cdb6b4-ab0b-4fa9-96fb-fe440e50a614", "parentComponentId": null }, { "bbox": { "h": 0.7, "w": 0.85, "x": 0.02, "y": 0.18 }, "kind": "chart", "text": "Percentage of ELL students across peer districts", "attrs": null, "canon": { "kind": { "name": "Chart", "slug": "chart", "status": "active", "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8", "version": 1, "description": "Quantitative chart." }, "tool": null, "subkind": { "name": "Grouped bar chart", "slug": "bar-grouped", "status": "active", "canonId": "019de52c-ff3b-751e-a8ff-f21ff11097b1", "version": 1, "description": null }, "framework": null }, "subkind": "bar-grouped", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:55.153+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "4a075c88-4b9f-4ab3-99fe-204b1e29668c", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.4, "x": 0.02, "y": 0.95 }, "kind": "other", "text": "Source: NCES 2010-11, 2012 – 2013; adjusted MA DESE reporting", "attrs": null, "canon": { "kind": { "name": "Other", "slug": "other", "status": "active", "canonId": "019de52c-fa90-743c-8bf6-20d1fbe82b6d", "version": 1, "description": "Fallback when no canonical kind applies." }, "tool": null, "subkind": null, "framework": null }, "subkind": "source-note", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:55.153+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "307668a5-9f03-44b5-bf94-7368a1f0fc20", "parentComponentId": null }, { "bbox": { "h": 0.08, "w": 0.75, "x": 0.02, "y": 0.04 }, "kind": "title", "text": "BPS' English Language Learners population continues to grow, making it among the highest in national peer set", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:55.153+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "a93a8f6c-eec4-42d2-9c6c-775000dea371", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [], "arcBeats": [ { "to": 40, "arc": { "name": "The Consultant's Gambit", "slug": "consultants-gambit", "status": "active", "bestFor": "Business cases, project proposals, strategic recommendations", "canonId": "019dd956-5e0a-73c8-b305-81c38c959e9c", "version": 1, "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49", "structure": "Situation & Context -> Problem & Complication -> Solution & Approach -> Evidence & Proof -> Impact & Next Steps", "description": null, "familyLabel": null }, "from": 21, "name": "Problem & Complication", "beatId": "b48b269e-d44e-47dc-9aa5-06c4bbfac84b", "matchId": "bb9d3fa1-87dc-4a72-92a6-fb31d2539016", "beatType": { "name": "Problem & Complication", "slug": "consultants-gambit-problem-complication", "status": "active", "canonId": "019dd9b8-064a-777f-a374-e9a8c43dedd4", "version": 1, "description": null }, "evidence": "The document highlights issues such as district overextension, special education costs, and variability in classification", "position": 1, "isPrimaryArc": true, "parentBeatType": { "name": "Complication", "slug": "complication", "status": "active", "canonId": "019dd9b8-0275-7709-b2d6-4f77c3fc7579", "version": 1, "description": "The point in the narrative where the audience should feel discomfort. Required for argumentative arcs." }, "alignedBlockIds": null, "matchConfidence": 0.8 } ], "loops": [], "locked": true }, { "page": 39, "type": "setup", "function": "front_matter", "rawType": "table_of_contents", "block": null, "metadata": { "slideType": "table_of_contents", "slideTypeCanon": { "name": "Table of contents", "slug": "table_of_contents", "status": "active", "canonId": "019de52d-0643-721b-9b85-69676bb85cf8", "version": 1, "description": null }, "function": "front_matter", "functionCanon": { "name": "Front matter", "slug": "front_matter", "status": "active", "canonId": "019de52d-133d-73f0-9e26-201eda96b098", "version": 1, "description": null }, "density": "sparse", "densityScore": 15, "componentCount": 2, "textChars": 193, "nDataPoints": 0, "notes": null, "elementsJson": null, "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "at": "2026-07-16 19:35:55.001+00", "seconds": 1.986, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019f6b8e-e3f2-73cd-ba44-d930e8bf3977/39", "deck": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977", "deckAnchor": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977#slide-39", "deckJson": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977.json" }, "components": [ { "bbox": { "h": 0.6, "w": 0.3, "x": 0.35, "y": 0.19 }, "kind": "list", "text": "Executive summary\nSystem overview\n- System performance\n- Human Capital\n- Organization\nPhase I: Scan of 25 RFP areas\nPhase II: Area deep dives\nPhase III: Capturing opportunities\nAppendix", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:55.001+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "b6008d5d-87ef-4484-ac07-97da8d2fa6ca", "parentComponentId": null }, { "bbox": { "h": 0.04, "w": 0.13, "x": 0.12, "y": 0.04 }, "kind": "title", "text": "Contents", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:55.001+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "050da1d3-538a-4f3d-b26b-5f97d58c14aa", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [], "arcBeats": [ { "to": 40, "arc": { "name": "The Consultant's Gambit", "slug": "consultants-gambit", "status": "active", "bestFor": "Business cases, project proposals, strategic recommendations", "canonId": "019dd956-5e0a-73c8-b305-81c38c959e9c", "version": 1, "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49", "structure": "Situation & Context -> Problem & Complication -> Solution & Approach -> Evidence & Proof -> Impact & Next Steps", "description": null, "familyLabel": null }, "from": 21, "name": "Problem & Complication", "beatId": "b48b269e-d44e-47dc-9aa5-06c4bbfac84b", "matchId": "bb9d3fa1-87dc-4a72-92a6-fb31d2539016", "beatType": { "name": "Problem & Complication", "slug": "consultants-gambit-problem-complication", "status": "active", "canonId": "019dd9b8-064a-777f-a374-e9a8c43dedd4", "version": 1, "description": null }, "evidence": "The document highlights issues such as district overextension, special education costs, and variability in classification", "position": 1, "isPrimaryArc": true, "parentBeatType": { "name": "Complication", "slug": "complication", "status": "active", "canonId": "019dd9b8-0275-7709-b2d6-4f77c3fc7579", "version": 1, "description": "The point in the narrative where the audience should feel discomfort. Required for argumentative arcs." }, "alignedBlockIds": null, "matchConfidence": 0.8 } ], "loops": [], "locked": true }, { "page": 40, "type": "resolution", "function": "summarize", "rawType": "key_takeaways", "block": null, "metadata": { "slideType": "key_takeaways", "slideTypeCanon": { "name": "Key takeaways", "slug": "key_takeaways", "status": "active", "canonId": "019de52d-06e7-7674-a891-9f7de3b11b6d", "version": 1, "description": null }, "function": "summarize", "functionCanon": { "name": "Summarize", "slug": "summarize", "status": "active", "canonId": "019de52d-1541-704f-b86f-bf7b75056373", "version": 1, "description": null }, "density": "balanced", "densityScore": 47, "componentCount": 3, "textChars": 1064, "nDataPoints": 0, "notes": null, "elementsJson": null, "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "at": "2026-07-16 19:35:56.101+00", "seconds": 2.36, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019f6b8e-e3f2-73cd-ba44-d930e8bf3977/40", "deck": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977", "deckAnchor": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977#slide-40", "deckJson": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977.json" }, "components": [ { "bbox": { "h": 0.65, "w": 0.8, "x": 0.1, "y": 0.18 }, "kind": "list", "text": "BPS, beginning in the late 1990s, began a transformation that brought it national recognition as a high-performing, urban system. A 2010 report on the world's most improved systems identified Boston as one of the 20 systems in the world – and one of just 3 in the US – to make significant, systemic, and sustained improvements in student achievement during the period from 1995-2009. Since 2009, BPS' momentum has stalled. While it continues to track with Massachusetts performance averages, the gap it narrowed in the early 2000s, is annually persistent. While BPS' ELL population performs almost exactly as well as the BPS student average and performs nearly as well as Massachusetts' ELL population, BPS' SPED population lags all BPS students dramatically and continues to lag Massachusetts' SPED population significantly. The achievement gap between black and Hispanic students and their white peers has not narrowed much in recent years.", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:56.101+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "174a6a34-f03c-41c5-9f87-4cf09f522e10", "parentComponentId": null }, { "bbox": { "h": 0.04, "w": 0.45, "x": 0.01, "y": 0.95 }, "kind": "source-note", "text": "1 McKinsey and Company, \"How the world's most improved school systems keep getting better,\" 2010", "attrs": null, "canon": { "kind": { "name": "Source note", "slug": "source-note", "status": "active", "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948", "version": 1, "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": "source-note", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:56.101+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "9601bc76-d5f1-4db6-af93-9112fee70fd8", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.4, "x": 0.01, "y": 0.03 }, "kind": "title", "text": "System performance summary", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:56.101+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "1c93db60-1a9d-4883-aa42-85620daaab69", "parentComponentId": null } ], "metrics": [], "tools": [ { "tool": { "name": "Executive summary", "slug": "executive-summary", "status": "active", "bestFor": null, "canonId": "019dd9e1-4b63-72d5-9734-da757d91ca61", "version": 1, "bodyDocId": null, "description": "A condensed view of the entire argument on a single slide / block.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "40919716-85f9-4df5-b896-29fb51a05395", "evidence": "System performance summary", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.8, "extraction": { "at": "2026-07-17 02:11:17.792383+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 40, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null } ], "frameworks": [], "arcBeats": [ { "to": 40, "arc": { "name": "The Consultant's Gambit", "slug": "consultants-gambit", "status": "active", "bestFor": "Business cases, project proposals, strategic recommendations", "canonId": "019dd956-5e0a-73c8-b305-81c38c959e9c", "version": 1, "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49", "structure": "Situation & Context -> Problem & Complication -> Solution & Approach -> Evidence & Proof -> Impact & Next Steps", "description": null, "familyLabel": null }, "from": 21, "name": "Problem & Complication", "beatId": "b48b269e-d44e-47dc-9aa5-06c4bbfac84b", "matchId": "bb9d3fa1-87dc-4a72-92a6-fb31d2539016", "beatType": { "name": "Problem & Complication", "slug": "consultants-gambit-problem-complication", "status": "active", "canonId": "019dd9b8-064a-777f-a374-e9a8c43dedd4", "version": 1, "description": null }, "evidence": "The document highlights issues such as district overextension, special education costs, and variability in classification", "position": 1, "isPrimaryArc": true, "parentBeatType": { "name": "Complication", "slug": "complication", "status": "active", "canonId": "019dd9b8-0275-7709-b2d6-4f77c3fc7579", "version": 1, "description": "The point in the narrative where the audience should feel discomfort. Required for argumentative arcs." }, "alignedBlockIds": null, "matchConfidence": 0.8 } ], "loops": [], "locked": true }, { "page": 41, "type": "resolution", "title": "The slide uses NAEP TUDA data to compare Boston Public Schools (BPS) against national and large city averages.", "function": "analyze_data", "rawType": "key_takeaways", "block": null, "metadata": { "slideType": "key_takeaways", "slideTypeCanon": { "name": "Key takeaways", "slug": "key_takeaways", "status": "active", "canonId": "019de52d-06e7-7674-a891-9f7de3b11b6d", "version": 1, "description": null }, "function": "analyze_data", "functionCanon": { "name": "Analyze data", "slug": "analyze_data", "status": "active", "canonId": "019de52d-1590-7413-8c82-cc218cff40b4", "version": 1, "description": null }, "density": "overcrowded", "densityScore": 84, "componentCount": 7, "textChars": 688, "nDataPoints": 36, "notes": "The slide uses NAEP TUDA data to compare Boston Public Schools (BPS) against national and large city averages.", "elementsJson": null, "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "at": "2026-07-16 19:35:57.224+00", "seconds": 3.185, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019f6b8e-e3f2-73cd-ba44-d930e8bf3977/41", "deck": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977", "deckAnchor": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977#slide-41", "deckJson": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977.json" }, "components": [ { "bbox": { "h": 0.15, "w": 0.5, "x": 0.25, "y": 0.67 }, "kind": "callout", "text": "BPS reading is beginning to decline: After large gains from 2003 through 2009, BPS' performance has stalled. Reading scores in particular are beginning to decline", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": null, "subkind": { "name": "Primary callout", "slug": "primary", "status": "active", "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d", "version": 1, "description": null }, "framework": null }, "subkind": "primary", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:57.224+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "21d97d57-5859-444d-a22e-9f674b54f87d", "parentComponentId": null }, { "bbox": { "h": 0.45, "w": 0.48, "x": 0.51, "y": 0.18 }, "kind": "chart", "text": "Grade 8 Reading Average scale scores: 2003-2013", "attrs": null, "canon": { "kind": { "name": "Chart", "slug": "chart", "status": "active", "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8", "version": 1, "description": "Quantitative chart." }, "tool": null, "subkind": { "name": "Line chart", "slug": "line", "status": "active", "canonId": "019de52c-ff62-778f-8f6c-a952ceae8677", "version": 1, "description": null }, "framework": null }, "subkind": "line", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:57.224+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "26aea4c6-a8ab-4e71-bdd7-c9fa728b6d07", "parentComponentId": null }, { "bbox": { "h": 0.45, "w": 0.48, "x": 0.02, "y": 0.18 }, "kind": "chart", "text": "Grade 4 Reading Average scale scores: 2003-2013", "attrs": null, "canon": { "kind": { "name": "Chart", "slug": "chart", "status": "active", "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8", "version": 1, "description": "Quantitative chart." }, "tool": null, "subkind": { "name": "Line chart", "slug": "line", "status": "active", "canonId": "019de52c-ff62-778f-8f6c-a952ceae8677", "version": 1, "description": null }, "framework": null }, "subkind": "line", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:57.224+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "7087e45a-60d3-48e3-aba2-64793712440b", "parentComponentId": null }, { "bbox": { "h": 0.08, "w": 0.5, "x": 0.02, "y": 0.85 }, "kind": "other", "text": "Note: The NAEP Reading scale ranges from 0 to 500. 1 Significantly different (P <.05) from 2013. 2 Significantly different (P <.05) from Large City in 2013. 3 Significantly different (P <.05) from Nation in 2013.", "attrs": null, "canon": { "kind": { "name": "Other", "slug": "other", "status": "active", "canonId": "019de52c-fa90-743c-8bf6-20d1fbe82b6d", "version": 1, "description": "Fallback when no canonical kind applies." }, "tool": null, "subkind": null, "framework": null }, "subkind": "source-note", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:57.224+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "4dcaa13f-3c37-45d6-ac74-bfcf8c28ef6a", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.4, "x": 0.02, "y": 0.94 }, "kind": "other", "text": "Source: Report on 2013 Trial Urban District Assessment (TUDA) National Assessment of Educational Progress (NAEP)", "attrs": null, "canon": { "kind": { "name": "Other", "slug": "other", "status": "active", "canonId": "019de52c-fa90-743c-8bf6-20d1fbe82b6d", "version": 1, "description": "Fallback when no canonical kind applies." }, "tool": null, "subkind": null, "framework": null }, "subkind": "source-note", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:57.224+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "8ba185ad-3e20-4406-961b-00339f3d5f34", "parentComponentId": null }, { "bbox": { "h": 0.06, "w": 0.9, "x": 0.02, "y": 0.05 }, "kind": "title", "text": "Reading scores show frequent performance above Large City index but below National average", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Action title", "slug": "action-title", "status": "active", "canonId": "019de52c-fb31-734c-a0f5-a3935b73135d", "version": 1, "description": null }, "framework": null }, "subkind": "action-title", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:57.224+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "14db3eae-7283-439c-a0d9-f4bf74ed98c3", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.2, "x": 0.02, "y": 0.02 }, "kind": "title", "text": "SYSTEM PERFORMANCE", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:57.224+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "ae09d0c7-3903-4462-ae6b-169b39324cc3", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [], "arcBeats": [ { "to": 60, "arc": { "name": "The Consultant's Gambit", "slug": "consultants-gambit", "status": "active", "bestFor": "Business cases, project proposals, strategic recommendations", "canonId": "019dd956-5e0a-73c8-b305-81c38c959e9c", "version": 1, "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49", "structure": "Situation & Context -> Problem & Complication -> Solution & Approach -> Evidence & Proof -> Impact & Next Steps", "description": null, "familyLabel": null }, "from": 41, "name": "Evidence & Proof", "beatId": "ae027e08-bea9-4fd6-b23a-799e373ad079", "matchId": "bb9d3fa1-87dc-4a72-92a6-fb31d2539016", "beatType": { "name": "Evidence & Proof", "slug": "consultants-gambit-evidence-proof", "status": "active", "canonId": "019dd9b8-07b1-7688-8e1e-7637fec3802a", "version": 1, "description": null }, "evidence": "The document presents data and analysis to support the identified problems and potential solutions", "position": 2, "isPrimaryArc": true, "parentBeatType": { "name": "Evidence", "slug": "evidence", "status": "active", "canonId": "019dd9b8-03f9-772a-b84a-4f07b415b77a", "version": 1, "description": "A dedicated proof beat exists in only ~4 arcs (Gambit, Sequoia, AIDA, Monroes). Other arcs embed evidence inline within development." }, "alignedBlockIds": null, "matchConfidence": 0.8 } ], "loops": [], "locked": true }, { "page": 42, "type": "resolution", "title": "The slide uses NAEP TUDA data to track longitudinal performance trends.", "function": "analyze_data", "rawType": "key_takeaways", "block": null, "metadata": { "slideType": "key_takeaways", "slideTypeCanon": { "name": "Key takeaways", "slug": "key_takeaways", "status": "active", "canonId": "019de52d-06e7-7674-a891-9f7de3b11b6d", "version": 1, "description": null }, "function": "analyze_data", "functionCanon": { "name": "Analyze data", "slug": "analyze_data", "status": "active", "canonId": "019de52d-1590-7413-8c82-cc218cff40b4", "version": 1, "description": null }, "density": "overcrowded", "densityScore": 88, "componentCount": 8, "textChars": 772, "nDataPoints": 36, "notes": "The slide uses NAEP TUDA data to track longitudinal performance trends.", "elementsJson": null, "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "at": "2026-07-16 19:35:57.465+00", "seconds": 3.344, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019f6b8e-e3f2-73cd-ba44-d930e8bf3977/42", "deck": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977", "deckAnchor": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977#slide-42", "deckJson": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977.json" }, "components": [ { "bbox": { "h": 0.15, "w": 0.5, "x": 0.25, "y": 0.66 }, "kind": "callout", "text": "BPS math has leveled off: After large gains from 2003 through 2009, BPS' performance has fallen in line with the national trajectory. Math scores were rising rapidly but have recently begun to plateau", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": null, "subkind": { "name": "Primary callout", "slug": "primary", "status": "active", "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d", "version": 1, "description": null }, "framework": null }, "subkind": "primary", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:57.465+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "7242b994-5155-46b9-b353-890cebf9b694", "parentComponentId": null }, { "bbox": { "h": 0.45, "w": 0.45, "x": 0.52, "y": 0.18 }, "kind": "chart", "text": "Grade 8 mathematics average scale scores 2003-2013", "attrs": null, "canon": { "kind": { "name": "Chart", "slug": "chart", "status": "active", "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8", "version": 1, "description": "Quantitative chart." }, "tool": null, "subkind": { "name": "Line chart", "slug": "line", "status": "active", "canonId": "019de52c-ff62-778f-8f6c-a952ceae8677", "version": 1, "description": null }, "framework": null }, "subkind": "line", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:57.465+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "dbf10661-366b-488a-9b09-05a073a4e847", "parentComponentId": null }, { "bbox": { "h": 0.45, "w": 0.45, "x": 0.03, "y": 0.18 }, "kind": "chart", "text": "Grade 4 mathematics average scale scores 2003-2013", "attrs": null, "canon": { "kind": { "name": "Chart", "slug": "chart", "status": "active", "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8", "version": 1, "description": "Quantitative chart." }, "tool": null, "subkind": { "name": "Line chart", "slug": "line", "status": "active", "canonId": "019de52c-ff62-778f-8f6c-a952ceae8677", "version": 1, "description": null }, "framework": null }, "subkind": "line", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:57.465+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "e991e3a0-ee9c-490a-a55a-bf53e39de009", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.3, "x": 0.65, "y": 0.13 }, "kind": "legend", "text": "Nation, Boston, Large city", "attrs": null, "canon": { "kind": { "name": "Legend", "slug": "legend", "status": "active", "canonId": "31361933-3d22-4c70-bbad-0801e9fffc0c", "version": 1, "description": "Color/symbol decoder placed adjacent to a chart or diagram." }, "tool": null, "subkind": null, "framework": null }, "subkind": "legend", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:57.465+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "b64ece29-a084-4bb6-82d3-04384a1f9216", "parentComponentId": null }, { "bbox": { "h": 0.1, "w": 0.5, "x": 0.03, "y": 0.84 }, "kind": "other", "text": "Note: The NAEP Mathematics scale ranges from 0 to 500. 1 Significantly different (P <.05) from 2013. 2 Significantly different (P <.05) from Large City in 2013. 3 Significantly different (P <.05) from Nation in 2013", "attrs": null, "canon": { "kind": { "name": "Other", "slug": "other", "status": "active", "canonId": "019de52c-fa90-743c-8bf6-20d1fbe82b6d", "version": 1, "description": "Fallback when no canonical kind applies." }, "tool": null, "subkind": null, "framework": null }, "subkind": "annotation", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:57.465+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "8518e4c8-d0aa-40c9-a2ec-c1a99d5a5a54", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.5, "x": 0.03, "y": 0.95 }, "kind": "other", "text": "Source: Report on 2013 Trial Urban District Assessment (TUDA) National Assessment of Educational Progress (NAEP)", "attrs": null, "canon": { "kind": { "name": "Other", "slug": "other", "status": "active", "canonId": "019de52c-fa90-743c-8bf6-20d1fbe82b6d", "version": 1, "description": "Fallback when no canonical kind applies." }, "tool": null, "subkind": null, "framework": null }, "subkind": "source-note", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:57.465+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "a4c3f535-ad28-42e2-b8e2-4c491eff72c9", "parentComponentId": null }, { "bbox": { "h": 0.08, "w": 0.9, "x": 0.03, "y": 0.07 }, "kind": "title", "text": "Math scores show frequent performance above Large City index and only slightly below National average", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Action title", "slug": "action-title", "status": "active", "canonId": "019de52c-fb31-734c-a0f5-a3935b73135d", "version": 1, "description": null }, "framework": null }, "subkind": "action-title", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:57.465+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "4d73b1f4-f84a-4cd5-bb23-7612e1edccc5", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.25, "x": 0.03, "y": 0.03 }, "kind": "title", "text": "SYSTEM PERFORMANCE", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:57.465+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "b7707db6-f58b-47ef-98f2-af6bbb324a30", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [ { "matchId": "adabe833-3752-485b-a0f6-1b713f5601b0", "evidence": "The slide title is a full sentence summarizing the key takeaway.", "framework": null, "confidence": 1, "extraction": { "at": "2026-07-16 19:35:57.465+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 42, "frameworkName": "action-titles" } ], "arcBeats": [ { "to": 60, "arc": { "name": "The Consultant's Gambit", "slug": "consultants-gambit", "status": "active", "bestFor": "Business cases, project proposals, strategic recommendations", "canonId": "019dd956-5e0a-73c8-b305-81c38c959e9c", "version": 1, "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49", "structure": "Situation & Context -> Problem & Complication -> Solution & Approach -> Evidence & Proof -> Impact & Next Steps", "description": null, "familyLabel": null }, "from": 41, "name": "Evidence & Proof", "beatId": "ae027e08-bea9-4fd6-b23a-799e373ad079", "matchId": "bb9d3fa1-87dc-4a72-92a6-fb31d2539016", "beatType": { "name": "Evidence & Proof", "slug": "consultants-gambit-evidence-proof", "status": "active", "canonId": "019dd9b8-07b1-7688-8e1e-7637fec3802a", "version": 1, "description": null }, "evidence": "The document presents data and analysis to support the identified problems and potential solutions", "position": 2, "isPrimaryArc": true, "parentBeatType": { "name": "Evidence", "slug": "evidence", "status": "active", "canonId": "019dd9b8-03f9-772a-b84a-4f07b415b77a", "version": 1, "description": "A dedicated proof beat exists in only ~4 arcs (Gambit, Sequoia, AIDA, Monroes). Other arcs embed evidence inline within development." }, "alignedBlockIds": null, "matchConfidence": 0.8 } ], "loops": [], "locked": true }, { "page": 43, "type": "setup", "title": "The slide highlights a persistent performance gap between BPS and the state, with a slight narrowing trend by 10th grade.", "function": "compare_peers", "rawType": "peer_benchmark", "block": null, "metadata": { "slideType": "peer_benchmark", "slideTypeCanon": { "name": "Peer benchmark", "slug": "peer_benchmark", "status": "active", "canonId": "019de52d-08f0-7158-a78d-d7b5331fefaf", "version": 1, "description": null }, "function": "compare_peers", "functionCanon": { "name": "Compare peers", "slug": "compare_peers", "status": "active", "canonId": "019de52d-1453-72ba-a367-9ba3d34c1630", "version": 1, "description": null }, "density": "overcrowded", "densityScore": 77, "componentCount": 8, "textChars": 442, "nDataPoints": 4, "notes": "The slide highlights a persistent performance gap between BPS and the state, with a slight narrowing trend by 10th grade.", "elementsJson": null, "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "at": "2026-07-16 19:35:57.299+00", "seconds": 3.096, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019f6b8e-e3f2-73cd-ba44-d930e8bf3977/43", "deck": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977", "deckAnchor": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977#slide-43", "deckJson": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977.json" }, "components": [ { "bbox": { "h": 0.45, "w": 0.14, "x": 0.85, "y": 0.3 }, "kind": "callout", "text": "While BPS tracks with the state, Boston consistently underperforms state averages. BPS students are narrowing the gap by 10th grade, but are starting significantly behind their peers in the early grades.", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": null, "subkind": { "name": "Primary callout", "slug": "primary", "status": "active", "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d", "version": 1, "description": null }, "framework": null }, "subkind": "primary", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:57.299+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "9a648a7e-ce21-41f4-9d09-1c92844c3d03", "parentComponentId": null }, { "bbox": { "h": 0.25, "w": 0.4, "x": 0.45, "y": 0.2 }, "kind": "chart", "text": "3rd grade Math performance trends", "attrs": null, "canon": { "kind": { "name": "Chart", "slug": "chart", "status": "active", "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8", "version": 1, "description": "Quantitative chart." }, "tool": null, "subkind": { "name": "Line chart", "slug": "line", "status": "active", "canonId": "019de52c-ff62-778f-8f6c-a952ceae8677", "version": 1, "description": null }, "framework": null }, "subkind": "line", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:57.299+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "1444195f-d092-4843-b726-1f9889bafc9f", "parentComponentId": null }, { "bbox": { "h": 0.25, "w": 0.4, "x": 0.45, "y": 0.55 }, "kind": "chart", "text": "10th grade Math performance trends", "attrs": null, "canon": { "kind": { "name": "Chart", "slug": "chart", "status": "active", "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8", "version": 1, "description": "Quantitative chart." }, "tool": null, "subkind": { "name": "Line chart", "slug": "line", "status": "active", "canonId": "019de52c-ff62-778f-8f6c-a952ceae8677", "version": 1, "description": null }, "framework": null }, "subkind": "line", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:57.299+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "2aed0dc0-1f8d-4a8f-bb7e-2460f89f01e1", "parentComponentId": null }, { "bbox": { "h": 0.25, "w": 0.4, "x": 0.02, "y": 0.2 }, "kind": "chart", "text": "3rd grade ELA performance trends", "attrs": null, "canon": { "kind": { "name": "Chart", "slug": "chart", "status": "active", "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8", "version": 1, "description": "Quantitative chart." }, "tool": null, "subkind": { "name": "Line chart", "slug": "line", "status": "active", "canonId": "019de52c-ff62-778f-8f6c-a952ceae8677", "version": 1, "description": null }, "framework": null }, "subkind": "line", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:57.299+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "46f05246-7c11-4f23-b477-ec6e935c2f20", "parentComponentId": null }, { "bbox": { "h": 0.25, "w": 0.4, "x": 0.02, "y": 0.55 }, "kind": "chart", "text": "10th grade ELA performance trends", "attrs": null, "canon": { "kind": { "name": "Chart", "slug": "chart", "status": "active", "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8", "version": 1, "description": "Quantitative chart." }, "tool": null, "subkind": { "name": "Line chart", "slug": "line", "status": "active", "canonId": "019de52c-ff62-778f-8f6c-a952ceae8677", "version": 1, "description": null }, "framework": null }, "subkind": "line", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:57.299+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "8dd23d8a-d720-4529-a24c-c44903921131", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.1, "x": 0.02, "y": 0.95 }, "kind": "source-note", "text": "Source: MA DESE", "attrs": null, "canon": { "kind": { "name": "Source note", "slug": "source-note", "status": "active", "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948", "version": 1, "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": "source-note", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:57.299+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "89f64cc3-78d7-4cdd-8975-ecda7ddee856", "parentComponentId": null }, { "bbox": { "h": 0.06, "w": 0.7, "x": 0.02, "y": 0.05 }, "kind": "title", "text": "BPS tracks with, but consistently lags state districts in MCAS performance", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Action title", "slug": "action-title", "status": "active", "canonId": "019de52c-fb31-734c-a0f5-a3935b73135d", "version": 1, "description": null }, "framework": null }, "subkind": "action-title", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:57.299+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "3b44ca49-d925-4266-a0cc-4a6b1217ec09", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.2, "x": 0.02, "y": 0.02 }, "kind": "title", "text": "SYSTEM PERFORMANCE", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:57.299+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "0a75cb1c-2f21-4e25-9731-22e72e183eb1", "parentComponentId": null } ], "metrics": [], "tools": [ { "tool": { "name": "Slide recipe: the peer-gap chart", "slug": "peer-gap-chart-recipe", "status": "active", "bestFor": null, "canonId": "019df269-2b04-75bc-ad85-e0179264bdd7", "version": 1, "bodyDocId": "019df269-2ae1-771d-9cd1-193a2e25f21c", "description": "The single most-copied slide in activism. This is the exact layout, used", "familyLabel": "slide-recipe", "categoryName": "Slide", "categorySlug": "slide" }, "agent": "designer", "layer": "slide", "agents": [ "designer" ], "matchId": "bb29f124-6d62-4a29-b4a3-95ff5fa3820e", "evidence": "peer_benchmark type and chart/line components", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.8, "extraction": { "at": "2026-07-17 02:11:25.644871+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 43, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null } ], "frameworks": [ { "matchId": "2d3e7d63-992e-4b73-8bd4-2d1a8dd91605", "evidence": "Comparing BPS performance against state benchmarks over time.", "framework": null, "confidence": 0.9, "extraction": { "at": "2026-07-16 19:35:57.299+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 43, "frameworkName": "comparison_frame" } ], "arcBeats": [ { "to": 60, "arc": { "name": "The Consultant's Gambit", "slug": "consultants-gambit", "status": "active", "bestFor": "Business cases, project proposals, strategic recommendations", "canonId": "019dd956-5e0a-73c8-b305-81c38c959e9c", "version": 1, "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49", "structure": "Situation & Context -> Problem & Complication -> Solution & Approach -> Evidence & Proof -> Impact & Next Steps", "description": null, "familyLabel": null }, "from": 41, "name": "Evidence & Proof", "beatId": "ae027e08-bea9-4fd6-b23a-799e373ad079", "matchId": "bb9d3fa1-87dc-4a72-92a6-fb31d2539016", "beatType": { "name": "Evidence & Proof", "slug": "consultants-gambit-evidence-proof", "status": "active", "canonId": "019dd9b8-07b1-7688-8e1e-7637fec3802a", "version": 1, "description": null }, "evidence": "The document presents data and analysis to support the identified problems and potential solutions", "position": 2, "isPrimaryArc": true, "parentBeatType": { "name": "Evidence", "slug": "evidence", "status": "active", "canonId": "019dd9b8-03f9-772a-b84a-4f07b415b77a", "version": 1, "description": "A dedicated proof beat exists in only ~4 arcs (Gambit, Sequoia, AIDA, Monroes). Other arcs embed evidence inline within development." }, "alignedBlockIds": null, "matchConfidence": 0.8 } ], "loops": [], "locked": true }, { "page": 44, "type": "tension", "title": "The slide uses four line charts to demonstrate a persistent performance gap.", "function": "analyze_data", "rawType": "problem_statement", "block": null, "metadata": { "slideType": "problem_statement", "slideTypeCanon": { "name": "Problem statement", "slug": "problem_statement", "status": "active", "canonId": "019de52d-0879-768d-bba8-8da8a5a121d4", "version": 1, "description": null }, "function": "analyze_data", "functionCanon": { "name": "Analyze data", "slug": "analyze_data", "status": "active", "canonId": "019de52d-1590-7413-8c82-cc218cff40b4", "version": 1, "description": null }, "density": "overcrowded", "densityScore": 76, "componentCount": 8, "textChars": 344, "nDataPoints": 56, "notes": "The slide uses four line charts to demonstrate a persistent performance gap.", "elementsJson": null, "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "at": "2026-07-16 19:35:57.538+00", "seconds": 2.763, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019f6b8e-e3f2-73cd-ba44-d930e8bf3977/44", "deck": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977", "deckAnchor": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977#slide-44", "deckJson": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977.json" }, "components": [ { "bbox": { "h": 0.25, "w": 0.15, "x": 0.83, "y": 0.365 }, "kind": "callout", "text": "BPS SPED students are tracking with state performance, but with a significant gap in performance from their Massachusetts peers", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": null, "subkind": { "name": "Primary callout", "slug": "primary", "status": "active", "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d", "version": 1, "description": null }, "framework": null }, "subkind": "primary", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:57.538+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "6f0f14e9-a03e-4325-a566-4549b63ec25d", "parentComponentId": null }, { "bbox": { "h": 0.2, "w": 0.4, "x": 0.45, "y": 0.23 }, "kind": "chart", "text": "3rd grade Math performance", "attrs": null, "canon": { "kind": { "name": "Chart", "slug": "chart", "status": "active", "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8", "version": 1, "description": "Quantitative chart." }, "tool": null, "subkind": { "name": "Line chart", "slug": "line", "status": "active", "canonId": "019de52c-ff62-778f-8f6c-a952ceae8677", "version": 1, "description": null }, "framework": null }, "subkind": "line", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:57.538+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "13c57700-48aa-48f7-a237-58ef9b331297", "parentComponentId": null }, { "bbox": { "h": 0.2, "w": 0.4, "x": 0.03, "y": 0.23 }, "kind": "chart", "text": "3rd grade ELA performance", "attrs": null, "canon": { "kind": { "name": "Chart", "slug": "chart", "status": "active", "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8", "version": 1, "description": "Quantitative chart." }, "tool": null, "subkind": { "name": "Line chart", "slug": "line", "status": "active", "canonId": "019de52c-ff62-778f-8f6c-a952ceae8677", "version": 1, "description": null }, "framework": null }, "subkind": "line", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:57.538+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "441da45c-6b61-472b-8108-b9dcf2a3bbb7", "parentComponentId": null }, { "bbox": { "h": 0.2, "w": 0.4, "x": 0.03, "y": 0.55 }, "kind": "chart", "text": "10th grade ELA performance", "attrs": null, "canon": { "kind": { "name": "Chart", "slug": "chart", "status": "active", "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8", "version": 1, "description": "Quantitative chart." }, "tool": null, "subkind": { "name": "Line chart", "slug": "line", "status": "active", "canonId": "019de52c-ff62-778f-8f6c-a952ceae8677", "version": 1, "description": null }, "framework": null }, "subkind": "line", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:57.538+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "6eeaf094-3f29-40c3-837a-c90413e374da", "parentComponentId": null }, { "bbox": { "h": 0.2, "w": 0.4, "x": 0.45, "y": 0.55 }, "kind": "chart", "text": "10th grade Math performance", "attrs": null, "canon": { "kind": { "name": "Chart", "slug": "chart", "status": "active", "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8", "version": 1, "description": "Quantitative chart." }, "tool": null, "subkind": { "name": "Line chart", "slug": "line", "status": "active", "canonId": "019de52c-ff62-778f-8f6c-a952ceae8677", "version": 1, "description": null }, "framework": null }, "subkind": "line", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:57.538+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "c0b6e2bf-ab92-4874-97c9-9f15434d2f72", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.1, "x": 0.03, "y": 0.95 }, "kind": "other", "text": "Source: MA DESE", "attrs": null, "canon": { "kind": { "name": "Other", "slug": "other", "status": "active", "canonId": "019de52c-fa90-743c-8bf6-20d1fbe82b6d", "version": 1, "description": "Fallback when no canonical kind applies." }, "tool": null, "subkind": null, "framework": null }, "subkind": "source-note", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:57.538+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "909a0c40-6d2f-42dc-8739-ff9eab97b403", "parentComponentId": null }, { "bbox": { "h": 0.08, "w": 0.7, "x": 0.03, "y": 0.07 }, "kind": "title", "text": "BPS SPED students lag state districts in MCAS performance by even larger margins", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Action title", "slug": "action-title", "status": "active", "canonId": "019de52c-fb31-734c-a0f5-a3935b73135d", "version": 1, "description": null }, "framework": null }, "subkind": "action-title", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:57.538+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "53b82688-1d9e-4b7f-bca8-8ecb4204b480", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.2, "x": 0.03, "y": 0.03 }, "kind": "title", "text": "SYSTEM PERFORMANCE", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:57.538+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "02997823-dfd1-4309-a3fc-423122977307", "parentComponentId": null } ], "metrics": [], "tools": [ { "tool": { "name": "Problem Statement Canvas", "slug": "problem-statement-canvas", "status": "active", "bestFor": null, "canonId": "019dd956-839d-744b-ad11-9bf3e3642a18", "version": 1, "bodyDocId": null, "description": "Structured definition of the problem: What? Who? Where? When? Scale?", "familyLabel": null, "categoryName": "Block", "categorySlug": "block" }, "agent": "Architect", "layer": "slide", "agents": [ "Architect" ], "matchId": "19d40e01-4c86-4f49-b477-2236b4f50a49", "evidence": "problem_statement type and callout/primary component", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.7, "extraction": { "at": "2026-07-17 02:11:25.713905+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 44, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null } ], "frameworks": [], "arcBeats": [ { "to": 60, "arc": { "name": "The Consultant's Gambit", "slug": "consultants-gambit", "status": "active", "bestFor": "Business cases, project proposals, strategic recommendations", "canonId": "019dd956-5e0a-73c8-b305-81c38c959e9c", "version": 1, "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49", "structure": "Situation & Context -> Problem & Complication -> Solution & Approach -> Evidence & Proof -> Impact & Next Steps", "description": null, "familyLabel": null }, "from": 41, "name": "Evidence & Proof", "beatId": "ae027e08-bea9-4fd6-b23a-799e373ad079", "matchId": "bb9d3fa1-87dc-4a72-92a6-fb31d2539016", "beatType": { "name": "Evidence & Proof", "slug": "consultants-gambit-evidence-proof", "status": "active", "canonId": "019dd9b8-07b1-7688-8e1e-7637fec3802a", "version": 1, "description": null }, "evidence": "The document presents data and analysis to support the identified problems and potential solutions", "position": 2, "isPrimaryArc": true, "parentBeatType": { "name": "Evidence", "slug": "evidence", "status": "active", "canonId": "019dd9b8-03f9-772a-b84a-4f07b415b77a", "version": 1, "description": "A dedicated proof beat exists in only ~4 arcs (Gambit, Sequoia, AIDA, Monroes). Other arcs embed evidence inline within development." }, "alignedBlockIds": null, "matchConfidence": 0.8 } ], "loops": [], "locked": true }, { "page": 45, "type": "resolution", "title": "The slide uses line charts to show longitudinal performance trends. The callout box summarizes the key takeaway regarding BPS ELL performance relative to state ", "function": "analyze_data", "rawType": "key_takeaways", "block": null, "metadata": { "slideType": "key_takeaways", "slideTypeCanon": { "name": "Key takeaways", "slug": "key_takeaways", "status": "active", "canonId": "019de52d-06e7-7674-a891-9f7de3b11b6d", "version": 1, "description": null }, "function": "analyze_data", "functionCanon": { "name": "Analyze data", "slug": "analyze_data", "status": "active", "canonId": "019de52d-1590-7413-8c82-cc218cff40b4", "version": 1, "description": null }, "density": "overcrowded", "densityScore": 75, "componentCount": 8, "textChars": 388, "nDataPoints": 4, "notes": "The slide uses line charts to show longitudinal performance trends. The callout box summarizes the key takeaway regarding BPS ELL performance relative to state benchmarks.", "elementsJson": null, "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "at": "2026-07-16 19:35:58.063+00", "seconds": 3.271, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019f6b8e-e3f2-73cd-ba44-d930e8bf3977/45", "deck": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977", "deckAnchor": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977#slide-45", "deckJson": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977.json" }, "components": [ { "bbox": { "h": 0.3, "w": 0.14, "x": 0.85, "y": 0.35 }, "kind": "callout", "text": "BPS ELL students rival the performance of MA ELL students. BPS ELL students' scores are consistently at or near overall BPS performance.", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": null, "subkind": { "name": "Primary callout", "slug": "primary", "status": "active", "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d", "version": 1, "description": null }, "framework": null }, "subkind": "primary", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:58.063+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "a435b286-89b4-4a27-b9c8-14e1aacd8b5a", "parentComponentId": null }, { "bbox": { "h": 0.25, "w": 0.4, "x": 0.02, "y": 0.18 }, "kind": "chart", "text": "3rd grade ELA performance trends", "attrs": null, "canon": { "kind": { "name": "Chart", "slug": "chart", "status": "active", "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8", "version": 1, "description": "Quantitative chart." }, "tool": null, "subkind": { "name": "Line chart", "slug": "line", "status": "active", "canonId": "019de52c-ff62-778f-8f6c-a952ceae8677", "version": 1, "description": null }, "framework": null }, "subkind": "line", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:58.063+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "6c9eeb2c-222c-476e-8611-9a2ea6498cf3", "parentComponentId": null }, { "bbox": { "h": 0.25, "w": 0.4, "x": 0.02, "y": 0.55 }, "kind": "chart", "text": "10th grade ELA performance trends", "attrs": null, "canon": { "kind": { "name": "Chart", "slug": "chart", "status": "active", "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8", "version": 1, "description": "Quantitative chart." }, "tool": null, "subkind": { "name": "Line chart", "slug": "line", "status": "active", "canonId": "019de52c-ff62-778f-8f6c-a952ceae8677", "version": 1, "description": null }, "framework": null }, "subkind": "line", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:58.063+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "828e70a9-c1d6-45be-9822-8eb27c2ff423", "parentComponentId": null }, { "bbox": { "h": 0.25, "w": 0.4, "x": 0.45, "y": 0.55 }, "kind": "chart", "text": "10th grade Math performance trends", "attrs": null, "canon": { "kind": { "name": "Chart", "slug": "chart", "status": "active", "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8", "version": 1, "description": "Quantitative chart." }, "tool": null, "subkind": { "name": "Line chart", "slug": "line", "status": "active", "canonId": "019de52c-ff62-778f-8f6c-a952ceae8677", "version": 1, "description": null }, "framework": null }, "subkind": "line", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:58.063+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "cc6f9140-6ac0-46f4-a363-330777265758", "parentComponentId": null }, { "bbox": { "h": 0.25, "w": 0.4, "x": 0.45, "y": 0.18 }, "kind": "chart", "text": "3rd grade Math performance trends", "attrs": null, "canon": { "kind": { "name": "Chart", "slug": "chart", "status": "active", "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8", "version": 1, "description": "Quantitative chart." }, "tool": null, "subkind": { "name": "Line chart", "slug": "line", "status": "active", "canonId": "019de52c-ff62-778f-8f6c-a952ceae8677", "version": 1, "description": null }, "framework": null }, "subkind": "line", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:58.063+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "dc8fe82c-7f83-4d08-8ab6-b7a22c4678ee", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.1, "x": 0.02, "y": 0.95 }, "kind": "other", "text": "Source: MA DESE", "attrs": null, "canon": { "kind": { "name": "Other", "slug": "other", "status": "active", "canonId": "019de52c-fa90-743c-8bf6-20d1fbe82b6d", "version": 1, "description": "Fallback when no canonical kind applies." }, "tool": null, "subkind": null, "framework": null }, "subkind": "source-note", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:58.063+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "575e6848-093f-4669-8c92-266e95414382", "parentComponentId": null }, { "bbox": { "h": 0.08, "w": 0.8, "x": 0.02, "y": 0.05 }, "kind": "title", "text": "BPS ELL students track with and occasionally surpass state averages in MCAS performance", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Action title", "slug": "action-title", "status": "active", "canonId": "019de52c-fb31-734c-a0f5-a3935b73135d", "version": 1, "description": null }, "framework": null }, "subkind": "action-title", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:58.063+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "43e77f83-cb2c-48f0-be05-ac71c4da2d57", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.2, "x": 0.02, "y": 0.02 }, "kind": "title", "text": "SYSTEM PERFORMANCE", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:58.063+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "6feba3cc-3c86-411b-af80-a103eadacd02", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [], "arcBeats": [ { "to": 60, "arc": { "name": "The Consultant's Gambit", "slug": "consultants-gambit", "status": "active", "bestFor": "Business cases, project proposals, strategic recommendations", "canonId": "019dd956-5e0a-73c8-b305-81c38c959e9c", "version": 1, "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49", "structure": "Situation & Context -> Problem & Complication -> Solution & Approach -> Evidence & Proof -> Impact & Next Steps", "description": null, "familyLabel": null }, "from": 41, "name": "Evidence & Proof", "beatId": "ae027e08-bea9-4fd6-b23a-799e373ad079", "matchId": "bb9d3fa1-87dc-4a72-92a6-fb31d2539016", "beatType": { "name": "Evidence & Proof", "slug": "consultants-gambit-evidence-proof", "status": "active", "canonId": "019dd9b8-07b1-7688-8e1e-7637fec3802a", "version": 1, "description": null }, "evidence": "The document presents data and analysis to support the identified problems and potential solutions", "position": 2, "isPrimaryArc": true, "parentBeatType": { "name": "Evidence", "slug": "evidence", "status": "active", "canonId": "019dd9b8-03f9-772a-b84a-4f07b415b77a", "version": 1, "description": "A dedicated proof beat exists in only ~4 arcs (Gambit, Sequoia, AIDA, Monroes). Other arcs embed evidence inline within development." }, "alignedBlockIds": null, "matchConfidence": 0.8 } ], "loops": [], "locked": true }, { "page": 46, "type": "resolution", "title": "The slide uses line charts to compare performance trends over time (2000-2014) for different student demographics.", "function": "analyze_data", "rawType": "key_takeaways", "block": null, "metadata": { "slideType": "key_takeaways", "slideTypeCanon": { "name": "Key takeaways", "slug": "key_takeaways", "status": "active", "canonId": "019de52d-06e7-7674-a891-9f7de3b11b6d", "version": 1, "description": null }, "function": "analyze_data", "functionCanon": { "name": "Analyze data", "slug": "analyze_data", "status": "active", "canonId": "019de52d-1590-7413-8c82-cc218cff40b4", "version": 1, "description": null }, "density": "overcrowded", "densityScore": 79, "componentCount": 8, "textChars": 480, "nDataPoints": 4, "notes": "The slide uses line charts to compare performance trends over time (2000-2014) for different student demographics.", "elementsJson": null, "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "at": "2026-07-16 19:35:58.438+00", "seconds": 3.593, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019f6b8e-e3f2-73cd-ba44-d930e8bf3977/46", "deck": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977", "deckAnchor": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977#slide-46", "deckJson": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977.json" }, "components": [ { "bbox": { "h": 0.4, "w": 0.15, "x": 0.83, "y": 0.32 }, "kind": "callout", "text": "White BPS students perform at or better than the state average. Students of color consistently achieve at a rate nearly half that of white students in the early grades.", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": null, "subkind": { "name": "Primary callout", "slug": "primary", "status": "active", "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d", "version": 1, "description": null }, "framework": null }, "subkind": "primary", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:58.438+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "2efb7f16-cbef-4143-bf07-d7733c981ba9", "parentComponentId": null }, { "bbox": { "h": 0.25, "w": 0.4, "x": 0.42, "y": 0.2 }, "kind": "chart", "text": "3rd grade Math performance trends", "attrs": null, "canon": { "kind": { "name": "Chart", "slug": "chart", "status": "active", "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8", "version": 1, "description": "Quantitative chart." }, "tool": null, "subkind": { "name": "Line chart", "slug": "line", "status": "active", "canonId": "019de52c-ff62-778f-8f6c-a952ceae8677", "version": 1, "description": null }, "framework": null }, "subkind": "line", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:58.438+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "5e1dcefb-60be-4828-a6cc-e618634717a0", "parentComponentId": null }, { "bbox": { "h": 0.25, "w": 0.4, "x": 0.02, "y": 0.55 }, "kind": "chart", "text": "10th grade ELA performance trends", "attrs": null, "canon": { "kind": { "name": "Chart", "slug": "chart", "status": "active", "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8", "version": 1, "description": "Quantitative chart." }, "tool": null, "subkind": { "name": "Line chart", "slug": "line", "status": "active", "canonId": "019de52c-ff62-778f-8f6c-a952ceae8677", "version": 1, "description": null }, "framework": null }, "subkind": "line", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:58.438+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "afe9d557-39c7-4552-991a-8d7ffa9f15f3", "parentComponentId": null }, { "bbox": { "h": 0.25, "w": 0.4, "x": 0.42, "y": 0.55 }, "kind": "chart", "text": "10th grade Math performance trends", "attrs": null, "canon": { "kind": { "name": "Chart", "slug": "chart", "status": "active", "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8", "version": 1, "description": "Quantitative chart." }, "tool": null, "subkind": { "name": "Line chart", "slug": "line", "status": "active", "canonId": "019de52c-ff62-778f-8f6c-a952ceae8677", "version": 1, "description": null }, "framework": null }, "subkind": "line", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:58.438+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "e7937c95-0aec-46da-b39b-d57572783324", "parentComponentId": null }, { "bbox": { "h": 0.25, "w": 0.4, "x": 0.02, "y": 0.2 }, "kind": "chart", "text": "3rd grade ELA performance trends", "attrs": null, "canon": { "kind": { "name": "Chart", "slug": "chart", "status": "active", "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8", "version": 1, "description": "Quantitative chart." }, "tool": null, "subkind": { "name": "Line chart", "slug": "line", "status": "active", "canonId": "019de52c-ff62-778f-8f6c-a952ceae8677", "version": 1, "description": null }, "framework": null }, "subkind": "line", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:58.438+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "ed071ce3-dfea-4b5b-b5e3-35c5270bc9c4", "parentComponentId": null }, { "bbox": { "h": 0.04, "w": 0.4, "x": 0.45, "y": 0.04 }, "kind": "legend", "text": "White BPS students, Black BPS students, Mass. avg., Hispanic BPS students", "attrs": null, "canon": { "kind": { "name": "Legend", "slug": "legend", "status": "active", "canonId": "31361933-3d22-4c70-bbad-0801e9fffc0c", "version": 1, "description": "Color/symbol decoder placed adjacent to a chart or diagram." }, "tool": null, "subkind": null, "framework": null }, "subkind": "legend", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:58.438+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "1ee11535-6975-441f-bdf7-0e719cf3db1a", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.1, "x": 0.02, "y": 0.95 }, "kind": "other", "text": "Source: MA DESE", "attrs": null, "canon": { "kind": { "name": "Other", "slug": "other", "status": "active", "canonId": "019de52c-fa90-743c-8bf6-20d1fbe82b6d", "version": 1, "description": "Fallback when no canonical kind applies." }, "tool": null, "subkind": null, "framework": null }, "subkind": "source-note", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:58.438+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "c0d797e6-74b5-483b-a5f3-a15664d50600", "parentComponentId": null }, { "bbox": { "h": 0.06, "w": 0.8, "x": 0.02, "y": 0.04 }, "kind": "title", "text": "BPS has not closed the achievement gap in most areas, with 10th grade ELA being an exception", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:58.438+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "494db651-f0fc-4f29-b441-875a29151ac4", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [ { "matchId": "b900a13d-3c08-45c5-a6e2-c3d565cee1a7", "evidence": "Uses longitudinal data to support a specific thesis about achievement gaps.", "framework": null, "confidence": 0.8, "extraction": { "at": "2026-07-16 19:35:58.438+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 46, "frameworkName": "data-story-arc" } ], "arcBeats": [ { "to": 60, "arc": { "name": "The Consultant's Gambit", "slug": "consultants-gambit", "status": "active", "bestFor": "Business cases, project proposals, strategic recommendations", "canonId": "019dd956-5e0a-73c8-b305-81c38c959e9c", "version": 1, "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49", "structure": "Situation & Context -> Problem & Complication -> Solution & Approach -> Evidence & Proof -> Impact & Next Steps", "description": null, "familyLabel": null }, "from": 41, "name": "Evidence & Proof", "beatId": "ae027e08-bea9-4fd6-b23a-799e373ad079", "matchId": "bb9d3fa1-87dc-4a72-92a6-fb31d2539016", "beatType": { "name": "Evidence & Proof", "slug": "consultants-gambit-evidence-proof", "status": "active", "canonId": "019dd9b8-07b1-7688-8e1e-7637fec3802a", "version": 1, "description": null }, "evidence": "The document presents data and analysis to support the identified problems and potential solutions", "position": 2, "isPrimaryArc": true, "parentBeatType": { "name": "Evidence", "slug": "evidence", "status": "active", "canonId": "019dd9b8-03f9-772a-b84a-4f07b415b77a", "version": 1, "description": "A dedicated proof beat exists in only ~4 arcs (Gambit, Sequoia, AIDA, Monroes). Other arcs embed evidence inline within development." }, "alignedBlockIds": null, "matchConfidence": 0.8 } ], "loops": [], "locked": true }, { "page": 47, "type": "analysis", "title": "The slide uses scatter plots with trend lines to demonstrate a negative correlation between SWD share and performance, specifically calling out Boston as an out", "function": "analyze_data", "rawType": "comparison_table", "block": null, "metadata": { "slideType": "comparison_table", "slideTypeCanon": { "name": "Comparison table", "slug": "comparison_table", "status": "active", "canonId": "019de52d-0a06-73f8-8813-fe022fab1de2", "version": 1, "description": null }, "function": "analyze_data", "functionCanon": { "name": "Analyze data", "slug": "analyze_data", "status": "active", "canonId": "019de52d-1590-7413-8c82-cc218cff40b4", "version": 1, "description": null }, "density": "dense", "densityScore": 59, "componentCount": 5, "textChars": 423, "nDataPoints": 2, "notes": "The slide uses scatter plots with trend lines to demonstrate a negative correlation between SWD share and performance, specifically calling out Boston as an outlier.", "elementsJson": null, "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "at": "2026-07-16 19:35:57.966+00", "seconds": 3.063, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019f6b8e-e3f2-73cd-ba44-d930e8bf3977/47", "deck": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977", "deckAnchor": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977#slide-47", "deckJson": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977.json" }, "components": [ { "bbox": { "h": 0.3, "w": 0.2, "x": 0.75, "y": 0.35 }, "kind": "callout", "text": "There is a correlation in the state between share of students classified and overall SWD performance. Boston has a higher share, but its SWD population is performing worse than would be expected", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": null, "subkind": { "name": "Primary callout", "slug": "primary", "status": "active", "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d", "version": 1, "description": null }, "framework": null }, "subkind": "primary", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:57.966+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "00a3eabd-d3a0-4870-835a-c3e63a76e6ea", "parentComponentId": null }, { "bbox": { "h": 0.6, "w": 0.7, "x": 0.04, "y": 0.165 }, "kind": "chart", "text": "Plot of MA district by SWD share and SWD 10th grade performance", "attrs": null, "canon": { "kind": { "name": "Chart", "slug": "chart", "status": "active", "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8", "version": 1, "description": "Quantitative chart." }, "tool": null, "subkind": { "name": "Scatter plot", "slug": "scatter", "status": "active", "canonId": "019de52d-007d-72ec-8689-c79fb78e21a2", "version": 1, "description": null }, "framework": null }, "subkind": "scatter", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:57.966+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "17224c24-ad91-4cda-a377-b1f3a9200854", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.4, "x": 0.04, "y": 0.95 }, "kind": "other", "text": "Source: MA Department of Elementary and Secondary Education", "attrs": null, "canon": { "kind": { "name": "Other", "slug": "other", "status": "active", "canonId": "019de52c-fa90-743c-8bf6-20d1fbe82b6d", "version": 1, "description": "Fallback when no canonical kind applies." }, "tool": null, "subkind": null, "framework": null }, "subkind": "source-note", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:57.966+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "cad73987-c619-4207-b8a9-e71a13a7d4aa", "parentComponentId": null }, { "bbox": { "h": 0.08, "w": 0.7, "x": 0.04, "y": 0.08 }, "kind": "title", "text": "BPS has a larger SPED share than most MA districts, and its population performs less well", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Action title", "slug": "action-title", "status": "active", "canonId": "019de52c-fb31-734c-a0f5-a3935b73135d", "version": 1, "description": null }, "framework": null }, "subkind": "action-title", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:57.966+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "8540647b-9cd8-4681-926a-977345687c0e", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.2, "x": 0.04, "y": 0.04 }, "kind": "title", "text": "SYSTEM PERFORMANCE", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:57.966+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "f1ddb17e-1065-4038-a4e3-74bb6282d7f9", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [ { "matchId": "ab228fec-0f07-4b14-b1e0-e807468e12b8", "evidence": "Scatter plots with trend lines used to show relationship between two variables", "framework": null, "confidence": 0.9, "extraction": { "at": "2026-07-16 19:35:57.966+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 47, "frameworkName": "correlation-analysis" } ], "arcBeats": [ { "to": 60, "arc": { "name": "The Consultant's Gambit", "slug": "consultants-gambit", "status": "active", "bestFor": "Business cases, project proposals, strategic recommendations", "canonId": "019dd956-5e0a-73c8-b305-81c38c959e9c", "version": 1, "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49", "structure": "Situation & Context -> Problem & Complication -> Solution & Approach -> Evidence & Proof -> Impact & Next Steps", "description": null, "familyLabel": null }, "from": 41, "name": "Evidence & Proof", "beatId": "ae027e08-bea9-4fd6-b23a-799e373ad079", "matchId": "bb9d3fa1-87dc-4a72-92a6-fb31d2539016", "beatType": { "name": "Evidence & Proof", "slug": "consultants-gambit-evidence-proof", "status": "active", "canonId": "019dd9b8-07b1-7688-8e1e-7637fec3802a", "version": 1, "description": null }, "evidence": "The document presents data and analysis to support the identified problems and potential solutions", "position": 2, "isPrimaryArc": true, "parentBeatType": { "name": "Evidence", "slug": "evidence", "status": "active", "canonId": "019dd9b8-03f9-772a-b84a-4f07b415b77a", "version": 1, "description": "A dedicated proof beat exists in only ~4 arcs (Gambit, Sequoia, AIDA, Monroes). Other arcs embed evidence inline within development." }, "alignedBlockIds": null, "matchConfidence": 0.8 } ], "loops": [], "locked": true }, { "page": 48, "type": "resolution", "title": "The slide uses a scatter plot with a trend line to demonstrate that Boston (BPS) performs above the expected regression line for its ELL population size.", "function": "analyze_data", "rawType": "key_takeaways", "block": null, "metadata": { "slideType": "key_takeaways", "slideTypeCanon": { "name": "Key takeaways", "slug": "key_takeaways", "status": "active", "canonId": "019de52d-06e7-7674-a891-9f7de3b11b6d", "version": 1, "description": null }, "function": "analyze_data", "functionCanon": { "name": "Analyze data", "slug": "analyze_data", "status": "active", "canonId": "019de52d-1590-7413-8c82-cc218cff40b4", "version": 1, "description": null }, "density": "dense", "densityScore": 58, "componentCount": 5, "textChars": 397, "nDataPoints": 2, "notes": "The slide uses a scatter plot with a trend line to demonstrate that Boston (BPS) performs above the expected regression line for its ELL population size.", "elementsJson": null, "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "at": "2026-07-16 19:35:57.772+00", "seconds": 2.676, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019f6b8e-e3f2-73cd-ba44-d930e8bf3977/48", "deck": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977", "deckAnchor": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977#slide-48", "deckJson": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977.json" }, "components": [ { "bbox": { "h": 0.25, "w": 0.2, "x": 0.75, "y": 0.38 }, "kind": "callout", "text": "BPS has one of the largest shares of ELL students in the state of Massachusetts. BPS ELL students outperform the expected performance levels", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": null, "subkind": { "name": "Primary callout", "slug": "primary", "status": "active", "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d", "version": 1, "description": null }, "framework": null }, "subkind": "primary", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:57.772+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "5ae917e2-dceb-40f2-b7b6-f7ac4f417d04", "parentComponentId": null }, { "bbox": { "h": 0.7, "w": 0.7, "x": 0.05, "y": 0.18 }, "kind": "chart", "text": "Plot of MA district by ELL performance and $ spent", "attrs": null, "canon": { "kind": { "name": "Chart", "slug": "chart", "status": "active", "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8", "version": 1, "description": "Quantitative chart." }, "tool": null, "subkind": { "name": "Scatter plot", "slug": "scatter", "status": "active", "canonId": "019de52d-007d-72ec-8689-c79fb78e21a2", "version": 1, "description": null }, "framework": null }, "subkind": "scatter", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:57.772+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "bb60068e-e201-4e4a-9923-6b25d61535fa", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.4, "x": 0.05, "y": 0.95 }, "kind": "other", "text": "Source: MA Department of Elementary and Secondary Education, 2013", "attrs": null, "canon": { "kind": { "name": "Other", "slug": "other", "status": "active", "canonId": "019de52c-fa90-743c-8bf6-20d1fbe82b6d", "version": 1, "description": "Fallback when no canonical kind applies." }, "tool": null, "subkind": null, "framework": null }, "subkind": "source-note", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:57.772+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "8c6207b8-4cbf-41d2-b923-bf0fad44941e", "parentComponentId": null }, { "bbox": { "h": 0.06, "w": 0.85, "x": 0.05, "y": 0.08 }, "kind": "title", "text": "While having one of the largest ELL shares in the state, BPS' ELL population performs better than correlations would predict", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Action title", "slug": "action-title", "status": "active", "canonId": "019de52c-fb31-734c-a0f5-a3935b73135d", "version": 1, "description": null }, "framework": null }, "subkind": "action-title", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:57.772+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "e37682e3-cd13-4a9c-bc79-78eec00a7c0c", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.25, "x": 0.05, "y": 0.05 }, "kind": "title", "text": "SYSTEM PERFORMANCE", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:57.772+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "40ff249f-cb17-4c2a-b0d3-e31061ddc623", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [ { "matchId": "e6d1e0fe-b8cc-4239-b39b-76ada3af1adc", "evidence": "Scatter plot with trend line used to show performance relative to population size", "framework": null, "confidence": 0.9, "extraction": { "at": "2026-07-16 19:35:57.772+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 48, "frameworkName": "correlation-analysis" } ], "arcBeats": [ { "to": 60, "arc": { "name": "The Consultant's Gambit", "slug": "consultants-gambit", "status": "active", "bestFor": "Business cases, project proposals, strategic recommendations", "canonId": "019dd956-5e0a-73c8-b305-81c38c959e9c", "version": 1, "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49", "structure": "Situation & Context -> Problem & Complication -> Solution & Approach -> Evidence & Proof -> Impact & Next Steps", "description": null, "familyLabel": null }, "from": 41, "name": "Evidence & Proof", "beatId": "ae027e08-bea9-4fd6-b23a-799e373ad079", "matchId": "bb9d3fa1-87dc-4a72-92a6-fb31d2539016", "beatType": { "name": "Evidence & Proof", "slug": "consultants-gambit-evidence-proof", "status": "active", "canonId": "019dd9b8-07b1-7688-8e1e-7637fec3802a", "version": 1, "description": null }, "evidence": "The document presents data and analysis to support the identified problems and potential solutions", "position": 2, "isPrimaryArc": true, "parentBeatType": { "name": "Evidence", "slug": "evidence", "status": "active", "canonId": "019dd9b8-03f9-772a-b84a-4f07b415b77a", "version": 1, "description": "A dedicated proof beat exists in only ~4 arcs (Gambit, Sequoia, AIDA, Monroes). Other arcs embed evidence inline within development." }, "alignedBlockIds": null, "matchConfidence": 0.8 } ], "loops": [], "locked": true }, { "page": 49, "type": "resolution", "title": "The chart shows a persistent gap between BPS and the state average, despite both showing upward trends.", "function": "analyze_data", "rawType": "key_takeaways", "block": null, "metadata": { "slideType": "key_takeaways", "slideTypeCanon": { "name": "Key takeaways", "slug": "key_takeaways", "status": "active", "canonId": "019de52d-06e7-7674-a891-9f7de3b11b6d", "version": 1, "description": null }, "function": "analyze_data", "functionCanon": { "name": "Analyze data", "slug": "analyze_data", "status": "active", "canonId": "019de52d-1590-7413-8c82-cc218cff40b4", "version": 1, "description": null }, "density": "dense", "densityScore": 50, "componentCount": 4, "textChars": 375, "nDataPoints": 18, "notes": "The chart shows a persistent gap between BPS and the state average, despite both showing upward trends.", "elementsJson": null, "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "at": "2026-07-16 19:35:57.508+00", "seconds": 2.281, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019f6b8e-e3f2-73cd-ba44-d930e8bf3977/49", "deck": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977", "deckAnchor": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977#slide-49", "deckJson": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977.json" }, "components": [ { "bbox": { "h": 0.4, "w": 0.24, "x": 0.74, "y": 0.3 }, "kind": "callout", "text": "While on the upswing, BPS' 4-year graduation rate is significantly below the Massachusetts average. BPS does track generally with Massachusetts' graduation rate improvement, but is not closing the gap.", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": null, "subkind": { "name": "Primary callout", "slug": "primary", "status": "active", "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d", "version": 1, "description": null }, "framework": null }, "subkind": "primary", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:57.508+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "2747b8a8-69f3-4d57-b901-be2f6da5f6a3", "parentComponentId": null }, { "bbox": { "h": 0.7, "w": 0.7, "x": 0.02, "y": 0.125 }, "kind": "chart", "text": "Graduation rates line chart comparing BPS and Mass state average", "attrs": null, "canon": { "kind": { "name": "Chart", "slug": "chart", "status": "active", "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8", "version": 1, "description": "Quantitative chart." }, "tool": null, "subkind": { "name": "Line chart", "slug": "line", "status": "active", "canonId": "019de52c-ff62-778f-8f6c-a952ceae8677", "version": 1, "description": null }, "framework": null }, "subkind": "line", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:57.508+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "59b0f473-78ca-4133-ba47-6dd3927b357a", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.3, "x": 0.02, "y": 0.95 }, "kind": "other", "text": "1 MA DESE 4-year graduation rate. Source: MA DESE", "attrs": null, "canon": { "kind": { "name": "Other", "slug": "other", "status": "active", "canonId": "019de52c-fa90-743c-8bf6-20d1fbe82b6d", "version": 1, "description": "Fallback when no canonical kind applies." }, "tool": null, "subkind": null, "framework": null }, "subkind": "source-note", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:57.508+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "73297348-0aae-4484-9640-ab8871f37b05", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.75, "x": 0.02, "y": 0.03 }, "kind": "title", "text": "BPS lags, but tracks with state districts in graduation rates", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:57.508+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "cb28129c-b34c-4ba7-9713-1b0a7dcd80a5", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [], "arcBeats": [ { "to": 60, "arc": { "name": "The Consultant's Gambit", "slug": "consultants-gambit", "status": "active", "bestFor": "Business cases, project proposals, strategic recommendations", "canonId": "019dd956-5e0a-73c8-b305-81c38c959e9c", "version": 1, "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49", "structure": "Situation & Context -> Problem & Complication -> Solution & Approach -> Evidence & Proof -> Impact & Next Steps", "description": null, "familyLabel": null }, "from": 41, "name": "Evidence & Proof", "beatId": "ae027e08-bea9-4fd6-b23a-799e373ad079", "matchId": "bb9d3fa1-87dc-4a72-92a6-fb31d2539016", "beatType": { "name": "Evidence & Proof", "slug": "consultants-gambit-evidence-proof", "status": "active", "canonId": "019dd9b8-07b1-7688-8e1e-7637fec3802a", "version": 1, "description": null }, "evidence": "The document presents data and analysis to support the identified problems and potential solutions", "position": 2, "isPrimaryArc": true, "parentBeatType": { "name": "Evidence", "slug": "evidence", "status": "active", "canonId": "019dd9b8-03f9-772a-b84a-4f07b415b77a", "version": 1, "description": "A dedicated proof beat exists in only ~4 arcs (Gambit, Sequoia, AIDA, Monroes). Other arcs embed evidence inline within development." }, "alignedBlockIds": null, "matchConfidence": 0.8 } ], "loops": [], "locked": true }, { "page": 50, "type": "resolution", "title": "Includes both bar charts for Likert-scale responses and a horizontal bar chart for average scores, alongside qualitative testimonials.", "function": "summarize", "rawType": "key_takeaways", "block": null, "metadata": { "slideType": "key_takeaways", "slideTypeCanon": { "name": "Key takeaways", "slug": "key_takeaways", "status": "active", "canonId": "019de52d-06e7-7674-a891-9f7de3b11b6d", "version": 1, "description": null }, "function": "summarize", "functionCanon": { "name": "Summarize", "slug": "summarize", "status": "active", "canonId": "019de52d-1541-704f-b86f-bf7b75056373", "version": 1, "description": null }, "density": "overcrowded", "densityScore": 79, "componentCount": 7, "textChars": 531, "nDataPoints": 18, "notes": "Includes both bar charts for Likert-scale responses and a horizontal bar chart for average scores, alongside qualitative testimonials.", "elementsJson": null, "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "at": "2026-07-16 19:35:58.226+00", "seconds": 2.936, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019f6b8e-e3f2-73cd-ba44-d930e8bf3977/50", "deck": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977", "deckAnchor": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977#slide-50", "deckJson": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977.json" }, "components": [ { "bbox": { "h": 0.45, "w": 0.3, "x": 0.34, "y": 0.45 }, "kind": "chart", "text": "Parents perception of...", "attrs": null, "canon": { "kind": { "name": "Chart", "slug": "chart", "status": "active", "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8", "version": 1, "description": "Quantitative chart." }, "tool": null, "subkind": { "name": "Horizontal bar chart", "slug": "bar-horizontal", "status": "active", "canonId": "019de52c-fec4-7221-986b-1cb5f5e84b1f", "version": 1, "description": null }, "framework": null }, "subkind": "bar-horizontal", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:58.226+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "d4340978-9d34-4443-864f-692b6ee37412", "parentComponentId": null }, { "bbox": { "h": 0.25, "w": 0.3, "x": 0.34, "y": 0.15 }, "kind": "chart", "text": "My child's teacher challenges him/her to do their best and works hard to meet the needs of my child", "attrs": null, "canon": { "kind": { "name": "Chart", "slug": "chart", "status": "active", "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8", "version": 1, "description": "Quantitative chart." }, "tool": null, "subkind": { "name": "Vertical bar chart", "slug": "bar-vertical", "status": "active", "canonId": "019de52c-fe9d-70f2-b3b7-a9ae294f5917", "version": 1, "description": null }, "framework": null }, "subkind": "bar-vertical", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:58.226+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "0c460e83-27c6-4520-8970-d1d080cb0a3f", "parentComponentId": null }, { "bbox": { "h": 0.25, "w": 0.3, "x": 0.02, "y": 0.45 }, "kind": "chart", "text": "The school is doing a good job at preventing bullying and harassment based on race, gender, sexual preference and disabilities", "attrs": null, "canon": { "kind": { "name": "Chart", "slug": "chart", "status": "active", "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8", "version": 1, "description": "Quantitative chart." }, "tool": null, "subkind": { "name": "Vertical bar chart", "slug": "bar-vertical", "status": "active", "canonId": "019de52c-fe9d-70f2-b3b7-a9ae294f5917", "version": 1, "description": null }, "framework": null }, "subkind": "bar-vertical", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:58.226+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "1d6b6c55-9c91-48d0-9975-6c29aa84f185", "parentComponentId": null }, { "bbox": { "h": 0.25, "w": 0.3, "x": 0.02, "y": 0.15 }, "kind": "chart", "text": "This school is a good place for my child to learn", "attrs": null, "canon": { "kind": { "name": "Chart", "slug": "chart", "status": "active", "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8", "version": 1, "description": "Quantitative chart." }, "tool": null, "subkind": { "name": "Vertical bar chart", "slug": "bar-vertical", "status": "active", "canonId": "019de52c-fe9d-70f2-b3b7-a9ae294f5917", "version": 1, "description": null }, "framework": null }, "subkind": "bar-vertical", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:58.226+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "fc6d22c6-ad40-46ce-aa15-f92d07748e48", "parentComponentId": null }, { "bbox": { "h": 0.75, "w": 0.3, "x": 0.66, "y": 0.15 }, "kind": "list", "text": "Perspectives from parents focus groups", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:58.226+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "57de8da8-9036-48c8-83d7-ee371dd28c38", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.4, "x": 0.02, "y": 0.95 }, "kind": "other", "text": "Source: Annual BPS school climate survey, 2013-2014; 20% of parents on average responded to survey at each school", "attrs": null, "canon": { "kind": { "name": "Other", "slug": "other", "status": "active", "canonId": "019de52c-fa90-743c-8bf6-20d1fbe82b6d", "version": 1, "description": "Fallback when no canonical kind applies." }, "tool": null, "subkind": null, "framework": null }, "subkind": "source-note", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:58.226+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "6a1ffe26-dd82-476d-b271-505f5071a47f", "parentComponentId": null }, { "bbox": { "h": 0.06, "w": 0.8, "x": 0.02, "y": 0.04 }, "kind": "title", "text": "Surveys show parents generally satisfied with schools, with some specific concerns", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:58.226+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "33bc2256-2e6e-44bb-ba9b-02ef1cdc9bdd", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [], "arcBeats": [ { "to": 60, "arc": { "name": "The Consultant's Gambit", "slug": "consultants-gambit", "status": "active", "bestFor": "Business cases, project proposals, strategic recommendations", "canonId": "019dd956-5e0a-73c8-b305-81c38c959e9c", "version": 1, "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49", "structure": "Situation & Context -> Problem & Complication -> Solution & Approach -> Evidence & Proof -> Impact & Next Steps", "description": null, "familyLabel": null }, "from": 41, "name": "Evidence & Proof", "beatId": "ae027e08-bea9-4fd6-b23a-799e373ad079", "matchId": "bb9d3fa1-87dc-4a72-92a6-fb31d2539016", "beatType": { "name": "Evidence & Proof", "slug": "consultants-gambit-evidence-proof", "status": "active", "canonId": "019dd9b8-07b1-7688-8e1e-7637fec3802a", "version": 1, "description": null }, "evidence": "The document presents data and analysis to support the identified problems and potential solutions", "position": 2, "isPrimaryArc": true, "parentBeatType": { "name": "Evidence", "slug": "evidence", "status": "active", "canonId": "019dd9b8-03f9-772a-b84a-4f07b415b77a", "version": 1, "description": "A dedicated proof beat exists in only ~4 arcs (Gambit, Sequoia, AIDA, Monroes). Other arcs embed evidence inline within development." }, "alignedBlockIds": null, "matchConfidence": 0.8 } ], "loops": [], "locked": true }, { "page": 51, "type": "setup", "function": "front_matter", "rawType": "table_of_contents", "block": null, "metadata": { "slideType": "table_of_contents", "slideTypeCanon": { "name": "Table of contents", "slug": "table_of_contents", "status": "active", "canonId": "019de52d-0643-721b-9b85-69676bb85cf8", "version": 1, "description": null }, "function": "front_matter", "functionCanon": { "name": "Front matter", "slug": "front_matter", "status": "active", "canonId": "019de52d-133d-73f0-9e26-201eda96b098", "version": 1, "description": null }, "density": "balanced", "densityScore": 26, "componentCount": 3, "textChars": 249, "nDataPoints": 0, "notes": null, "elementsJson": null, "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "at": "2026-07-16 19:35:57.516+00", "seconds": 2.208, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019f6b8e-e3f2-73cd-ba44-d930e8bf3977/51", "deck": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977", "deckAnchor": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977#slide-51", "deckJson": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977.json" }, "components": [ { "bbox": { "h": 0.504, "w": 0.282, "x": 0.358, "y": 0.196 }, "kind": "list", "text": "Executive summary\nSystem overview\n- System performance\n- Human Capital\n- Organization\nPhase I: Scan of 25 RFP areas\nPhase II: Area deep dives\nPhase III: Capturing opportunities\nAppendix", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:57.516+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "8d2f8f6e-5259-4c97-9470-f8feafc0deeb", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.38, "x": 0.6, "y": 0.95 }, "kind": "other", "text": "DRAFT Pre-decisional - Proprietary and Confidential | 50", "attrs": null, "canon": { "kind": { "name": "Other", "slug": "other", "status": "active", "canonId": "019de52c-fa90-743c-8bf6-20d1fbe82b6d", "version": 1, "description": "Fallback when no canonical kind applies." }, "tool": null, "subkind": { "name": "Unclassified", "slug": "unclassified", "status": "active", "canonId": "019de52d-05ca-77db-81fb-db7d4234bbc0", "version": 1, "description": null }, "framework": null }, "subkind": "unclassified", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:57.516+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "b10ac980-9173-44b4-84c4-f570aad05160", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.13, "x": 0.12, "y": 0.04 }, "kind": "title", "text": "Contents", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:57.516+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "395d6df4-0cf2-4f27-93d8-24ee4e61cff8", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [], "arcBeats": [ { "to": 60, "arc": { "name": "The Consultant's Gambit", "slug": "consultants-gambit", "status": "active", "bestFor": "Business cases, project proposals, strategic recommendations", "canonId": "019dd956-5e0a-73c8-b305-81c38c959e9c", "version": 1, "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49", "structure": "Situation & Context -> Problem & Complication -> Solution & Approach -> Evidence & Proof -> Impact & Next Steps", "description": null, "familyLabel": null }, "from": 41, "name": "Evidence & Proof", "beatId": "ae027e08-bea9-4fd6-b23a-799e373ad079", "matchId": "bb9d3fa1-87dc-4a72-92a6-fb31d2539016", "beatType": { "name": "Evidence & Proof", "slug": "consultants-gambit-evidence-proof", "status": "active", "canonId": "019dd9b8-07b1-7688-8e1e-7637fec3802a", "version": 1, "description": null }, "evidence": "The document presents data and analysis to support the identified problems and potential solutions", "position": 2, "isPrimaryArc": true, "parentBeatType": { "name": "Evidence", "slug": "evidence", "status": "active", "canonId": "019dd9b8-03f9-772a-b84a-4f07b415b77a", "version": 1, "description": "A dedicated proof beat exists in only ~4 arcs (Gambit, Sequoia, AIDA, Monroes). Other arcs embed evidence inline within development." }, "alignedBlockIds": null, "matchConfidence": 0.8 } ], "loops": [], "locked": true }, { "page": 52, "type": "resolution", "title": "The slide uses two bar charts to visualize teacher age and evaluation status, supplemented by key statistics in callout boxes.", "function": "analyze_data", "rawType": "key_takeaways", "block": null, "metadata": { "slideType": "key_takeaways", "slideTypeCanon": { "name": "Key takeaways", "slug": "key_takeaways", "status": "active", "canonId": "019de52d-06e7-7674-a891-9f7de3b11b6d", "version": 1, "description": null }, "function": "analyze_data", "functionCanon": { "name": "Analyze data", "slug": "analyze_data", "status": "active", "canonId": "019de52d-1590-7413-8c82-cc218cff40b4", "version": 1, "description": null }, "density": "overcrowded", "densityScore": 76, "componentCount": 7, "textChars": 447, "nDataPoints": 11, "notes": "The slide uses two bar charts to visualize teacher age and evaluation status, supplemented by key statistics in callout boxes.", "elementsJson": null, "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "at": "2026-07-16 19:35:58.38+00", "seconds": 2.859, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019f6b8e-e3f2-73cd-ba44-d930e8bf3977/52", "deck": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977", "deckAnchor": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977#slide-52", "deckJson": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977.json" }, "components": [ { "bbox": { "h": 0.1, "w": 0.12, "x": 0.56, "y": 0.18 }, "kind": "callout", "text": "The average BPS teacher is 42 years old", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": null, "subkind": { "name": "Primary callout", "slug": "primary", "status": "active", "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d", "version": 1, "description": null }, "framework": null }, "subkind": "primary", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:58.38+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "728963fc-c1e1-4f98-af86-63d66a2e82ea", "parentComponentId": null }, { "bbox": { "h": 0.08, "w": 0.18, "x": 0.18, "y": 0.62 }, "kind": "callout", "text": "21% of the teaching force does not have an evaluation on file", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": null, "subkind": { "name": "Primary callout", "slug": "primary", "status": "active", "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d", "version": 1, "description": null }, "framework": null }, "subkind": "primary", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:58.38+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "f350d46c-0169-4678-abfc-3e9ac49654ee", "parentComponentId": null }, { "bbox": { "h": 0.25, "w": 0.65, "x": 0.04, "y": 0.13 }, "kind": "chart", "text": "Year of birth distribution", "attrs": null, "canon": { "kind": { "name": "Chart", "slug": "chart", "status": "active", "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8", "version": 1, "description": "Quantitative chart." }, "tool": null, "subkind": { "name": "Vertical bar chart", "slug": "bar-vertical", "status": "active", "canonId": "019de52c-fe9d-70f2-b3b7-a9ae294f5917", "version": 1, "description": null }, "framework": null }, "subkind": "bar-vertical", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:58.38+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "c20119e3-d12c-4811-8f78-84627f0f75c1", "parentComponentId": null }, { "bbox": { "h": 0.25, "w": 0.65, "x": 0.04, "y": 0.53 }, "kind": "chart", "text": "Evaluation rating distribution", "attrs": null, "canon": { "kind": { "name": "Chart", "slug": "chart", "status": "active", "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8", "version": 1, "description": "Quantitative chart." }, "tool": null, "subkind": { "name": "Vertical bar chart", "slug": "bar-vertical", "status": "active", "canonId": "019de52c-fe9d-70f2-b3b7-a9ae294f5917", "version": 1, "description": null }, "framework": null }, "subkind": "bar-vertical", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:58.38+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "ffb42f98-65cb-4d36-bb26-28aaff33a4ba", "parentComponentId": null }, { "bbox": { "h": 0.2, "w": 0.25, "x": 0.72, "y": 0.36 }, "kind": "list", "text": "94% of teachers are licensed to teach in their subject are, compared to 98% of teachers state-wide. 96% of teachers with evaluations on file are rated proficient or higher", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:58.38+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "ab67a6a1-d282-436d-ac5f-68a0256bcd3f", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.3, "x": 0.02, "y": 0.96 }, "kind": "other", "text": "Source: BPS Office of Human Capital data", "attrs": null, "canon": { "kind": { "name": "Other", "slug": "other", "status": "active", "canonId": "019de52c-fa90-743c-8bf6-20d1fbe82b6d", "version": 1, "description": "Fallback when no canonical kind applies." }, "tool": null, "subkind": null, "framework": null }, "subkind": "source-note", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:58.38+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "123ccf7d-c30b-43e4-85a4-02dfd2705af4", "parentComponentId": null }, { "bbox": { "h": 0.08, "w": 0.85, "x": 0.02, "y": 0.03 }, "kind": "title", "text": "BPS teachers have a predictable age distribution, and have been rated proficient", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:58.38+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "91745a1f-0d44-42db-a676-ac35016508ec", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [], "arcBeats": [ { "to": 60, "arc": { "name": "The Consultant's Gambit", "slug": "consultants-gambit", "status": "active", "bestFor": "Business cases, project proposals, strategic recommendations", "canonId": "019dd956-5e0a-73c8-b305-81c38c959e9c", "version": 1, "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49", "structure": "Situation & Context -> Problem & Complication -> Solution & Approach -> Evidence & Proof -> Impact & Next Steps", "description": null, "familyLabel": null }, "from": 41, "name": "Evidence & Proof", "beatId": "ae027e08-bea9-4fd6-b23a-799e373ad079", "matchId": "bb9d3fa1-87dc-4a72-92a6-fb31d2539016", "beatType": { "name": "Evidence & Proof", "slug": "consultants-gambit-evidence-proof", "status": "active", "canonId": "019dd9b8-07b1-7688-8e1e-7637fec3802a", "version": 1, "description": null }, "evidence": "The document presents data and analysis to support the identified problems and potential solutions", "position": 2, "isPrimaryArc": true, "parentBeatType": { "name": "Evidence", "slug": "evidence", "status": "active", "canonId": "019dd9b8-03f9-772a-b84a-4f07b415b77a", "version": 1, "description": "A dedicated proof beat exists in only ~4 arcs (Gambit, Sequoia, AIDA, Monroes). Other arcs embed evidence inline within development." }, "alignedBlockIds": null, "matchConfidence": 0.8 } ], "loops": [], "locked": true }, { "page": 53, "type": "resolution", "title": "The slide includes a 'DRAFT' watermark and proprietary footer.", "function": "analyze_data", "rawType": "key_takeaways", "block": null, "metadata": { "slideType": "key_takeaways", "slideTypeCanon": { "name": "Key takeaways", "slug": "key_takeaways", "status": "active", "canonId": "019de52d-06e7-7674-a891-9f7de3b11b6d", "version": 1, "description": null }, "function": "analyze_data", "functionCanon": { "name": "Analyze data", "slug": "analyze_data", "status": "active", "canonId": "019de52d-1590-7413-8c82-cc218cff40b4", "version": 1, "description": null }, "density": "dense", "densityScore": 55, "componentCount": 5, "textChars": 316, "nDataPoints": 10, "notes": "The slide includes a 'DRAFT' watermark and proprietary footer.", "elementsJson": null, "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "at": "2026-07-16 19:35:57.778+00", "seconds": 2.243, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019f6b8e-e3f2-73cd-ba44-d930e8bf3977/53", "deck": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977", "deckAnchor": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977#slide-53", "deckJson": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977.json" }, "components": [ { "bbox": { "h": 0.15, "w": 0.25, "x": 0.72, "y": 0.43 }, "kind": "callout", "text": "Principals rated lower than proficient will almost always be moved out of the system", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": null, "subkind": { "name": "Primary callout", "slug": "primary", "status": "active", "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d", "version": 1, "description": null }, "framework": null }, "subkind": "primary", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:57.778+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "864d6876-f7b2-4b59-8b52-4988fcc86b8e", "parentComponentId": null }, { "bbox": { "h": 0.35, "w": 0.65, "x": 0.05, "y": 0.52 }, "kind": "chart", "text": "Evaluation rating of teachers", "attrs": null, "canon": { "kind": { "name": "Chart", "slug": "chart", "status": "active", "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8", "version": 1, "description": "Quantitative chart." }, "tool": null, "subkind": { "name": "Vertical bar chart", "slug": "bar-vertical", "status": "active", "canonId": "019de52c-fe9d-70f2-b3b7-a9ae294f5917", "version": 1, "description": null }, "framework": null }, "subkind": "bar-vertical", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:57.778+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "0b3fc0ce-a4fd-4466-8a01-b75579951f81", "parentComponentId": null }, { "bbox": { "h": 0.35, "w": 0.65, "x": 0.05, "y": 0.13 }, "kind": "chart", "text": "Age of principals by birth decade", "attrs": null, "canon": { "kind": { "name": "Chart", "slug": "chart", "status": "active", "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8", "version": 1, "description": "Quantitative chart." }, "tool": null, "subkind": { "name": "Vertical bar chart", "slug": "bar-vertical", "status": "active", "canonId": "019de52c-fe9d-70f2-b3b7-a9ae294f5917", "version": 1, "description": null }, "framework": null }, "subkind": "bar-vertical", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:57.778+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "497c396d-73d8-44a4-9573-6e729f57184b", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.3, "x": 0.02, "y": 0.95 }, "kind": "source-note", "text": "Source: BPS Office of Human Capital data", "attrs": null, "canon": { "kind": { "name": "Source note", "slug": "source-note", "status": "active", "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948", "version": 1, "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": "source-note", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:57.778+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "26eeffa3-0f99-4749-8fde-16def4247987", "parentComponentId": null }, { "bbox": { "h": 0.08, "w": 0.9, "x": 0.02, "y": 0.04 }, "kind": "title", "text": "BPS principals are on average 4 years older than BPS teachers, and none in the system have received a rating lower than proficient", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:57.778+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "64c2ce83-100e-49bf-9a3f-d04d5c09128f", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [], "arcBeats": [ { "to": 60, "arc": { "name": "The Consultant's Gambit", "slug": "consultants-gambit", "status": "active", "bestFor": "Business cases, project proposals, strategic recommendations", "canonId": "019dd956-5e0a-73c8-b305-81c38c959e9c", "version": 1, "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49", "structure": "Situation & Context -> Problem & Complication -> Solution & Approach -> Evidence & Proof -> Impact & Next Steps", "description": null, "familyLabel": null }, "from": 41, "name": "Evidence & Proof", "beatId": "ae027e08-bea9-4fd6-b23a-799e373ad079", "matchId": "bb9d3fa1-87dc-4a72-92a6-fb31d2539016", "beatType": { "name": "Evidence & Proof", "slug": "consultants-gambit-evidence-proof", "status": "active", "canonId": "019dd9b8-07b1-7688-8e1e-7637fec3802a", "version": 1, "description": null }, "evidence": "The document presents data and analysis to support the identified problems and potential solutions", "position": 2, "isPrimaryArc": true, "parentBeatType": { "name": "Evidence", "slug": "evidence", "status": "active", "canonId": "019dd9b8-03f9-772a-b84a-4f07b415b77a", "version": 1, "description": "A dedicated proof beat exists in only ~4 arcs (Gambit, Sequoia, AIDA, Monroes). Other arcs embed evidence inline within development." }, "alignedBlockIds": null, "matchConfidence": 0.8 } ], "loops": [], "locked": true }, { "page": 54, "type": "setup", "function": "front_matter", "rawType": "table_of_contents", "block": null, "metadata": { "slideType": "table_of_contents", "slideTypeCanon": { "name": "Table of contents", "slug": "table_of_contents", "status": "active", "canonId": "019de52d-0643-721b-9b85-69676bb85cf8", "version": 1, "description": null }, "function": "front_matter", "functionCanon": { "name": "Front matter", "slug": "front_matter", "status": "active", "canonId": "019de52d-133d-73f0-9e26-201eda96b098", "version": 1, "description": null }, "density": "sparse", "densityScore": 15, "componentCount": 2, "textChars": 193, "nDataPoints": 0, "notes": null, "elementsJson": null, "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "at": "2026-07-16 19:35:57.456+00", "seconds": 1.876, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019f6b8e-e3f2-73cd-ba44-d930e8bf3977/54", "deck": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977", "deckAnchor": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977#slide-54", "deckJson": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977.json" }, "components": [ { "bbox": { "h": 0.535, "w": 0.275, "x": 0.358, "y": 0.196 }, "kind": "list", "text": "Executive summary\nSystem overview\n- System performance\n- Human Capital\n- Organization\nPhase I: Scan of 25 RFP areas\nPhase II: Area deep dives\nPhase III: Capturing opportunities\nAppendix", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:57.456+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "78f0da98-df07-48b9-af19-a1d0f29d9252", "parentComponentId": null }, { "bbox": { "h": 0.04, "w": 0.12, "x": 0.12, "y": 0.04 }, "kind": "title", "text": "Contents", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:57.456+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "63d2f904-be4a-40b4-b3d5-cc0e48885463", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [], "arcBeats": [ { "to": 60, "arc": { "name": "The Consultant's Gambit", "slug": "consultants-gambit", "status": "active", "bestFor": "Business cases, project proposals, strategic recommendations", "canonId": "019dd956-5e0a-73c8-b305-81c38c959e9c", "version": 1, "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49", "structure": "Situation & Context -> Problem & Complication -> Solution & Approach -> Evidence & Proof -> Impact & Next Steps", "description": null, "familyLabel": null }, "from": 41, "name": "Evidence & Proof", "beatId": "ae027e08-bea9-4fd6-b23a-799e373ad079", "matchId": "bb9d3fa1-87dc-4a72-92a6-fb31d2539016", "beatType": { "name": "Evidence & Proof", "slug": "consultants-gambit-evidence-proof", "status": "active", "canonId": "019dd9b8-07b1-7688-8e1e-7637fec3802a", "version": 1, "description": null }, "evidence": "The document presents data and analysis to support the identified problems and potential solutions", "position": 2, "isPrimaryArc": true, "parentBeatType": { "name": "Evidence", "slug": "evidence", "status": "active", "canonId": "019dd9b8-03f9-772a-b84a-4f07b415b77a", "version": 1, "description": "A dedicated proof beat exists in only ~4 arcs (Gambit, Sequoia, AIDA, Monroes). Other arcs embed evidence inline within development." }, "alignedBlockIds": null, "matchConfidence": 0.8 } ], "loops": [], "locked": true }, { "page": 55, "type": "setup", "title": "The chart highlights Boston (BPS) in a darker blue color compared to the other peer cities.", "function": "compare_peers", "rawType": "peer_benchmark", "block": null, "metadata": { "slideType": "peer_benchmark", "slideTypeCanon": { "name": "Peer benchmark", "slug": "peer_benchmark", "status": "active", "canonId": "019de52d-08f0-7158-a78d-d7b5331fefaf", "version": 1, "description": null }, "function": "compare_peers", "functionCanon": { "name": "Compare peers", "slug": "compare_peers", "status": "active", "canonId": "019de52d-1453-72ba-a367-9ba3d34c1630", "version": 1, "description": null }, "density": "balanced", "densityScore": 42, "componentCount": 4, "textChars": 236, "nDataPoints": 14, "notes": "The chart highlights Boston (BPS) in a darker blue color compared to the other peer cities.", "elementsJson": null, "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "at": "2026-07-16 19:35:58.625+00", "seconds": 2.551, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019f6b8e-e3f2-73cd-ba44-d930e8bf3977/55", "deck": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977", "deckAnchor": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977#slide-55", "deckJson": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977.json" }, "components": [ { "bbox": { "h": 0.2, "w": 0.18, "x": 0.8, "y": 0.38 }, "kind": "callout", "text": "If BPS were at the peer average, it could have 500 fewer FTE's", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": null, "subkind": { "name": "Primary callout", "slug": "primary", "status": "active", "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d", "version": 1, "description": null }, "framework": null }, "subkind": "primary", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:58.625+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "aa30c95d-c1e6-4dd7-8e5f-9eda1aced98e", "parentComponentId": null }, { "bbox": { "h": 0.7, "w": 0.75, "x": 0.02, "y": 0.15 }, "kind": "chart", "text": "Average student-staff ratio", "attrs": null, "canon": { "kind": { "name": "Chart", "slug": "chart", "status": "active", "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8", "version": 1, "description": "Quantitative chart." }, "tool": null, "subkind": { "name": "Horizontal bar chart", "slug": "bar-horizontal", "status": "active", "canonId": "019de52c-fec4-7221-986b-1cb5f5e84b1f", "version": 1, "description": null }, "framework": null }, "subkind": "bar-horizontal", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:58.625+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "6ac5bc61-8864-4e6b-ac58-ad87202eab0b", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.3, "x": 0.02, "y": 0.95 }, "kind": "other", "text": "Source: U.S. Department of Education, 2011", "attrs": null, "canon": { "kind": { "name": "Other", "slug": "other", "status": "active", "canonId": "019de52c-fa90-743c-8bf6-20d1fbe82b6d", "version": 1, "description": "Fallback when no canonical kind applies." }, "tool": null, "subkind": null, "framework": null }, "subkind": "source-note", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:58.625+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "27e2b974-f9c6-463d-acd9-9af2a531ca08", "parentComponentId": null }, { "bbox": { "h": 0.08, "w": 0.9, "x": 0.02, "y": 0.04 }, "kind": "title", "text": "BPS is within range of peers, but still supports a lower than average student to non-teaching staff ratio", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:58.625+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "5c2e50cd-3c1b-423c-af12-eea24db826ad", "parentComponentId": null } ], "metrics": [], "tools": [ { "tool": { "name": "Slide recipe: the peer-gap chart", "slug": "peer-gap-chart-recipe", "status": "active", "bestFor": null, "canonId": "019df269-2b04-75bc-ad85-e0179264bdd7", "version": 1, "bodyDocId": "019df269-2ae1-771d-9cd1-193a2e25f21c", "description": "The single most-copied slide in activism. This is the exact layout, used", "familyLabel": "slide-recipe", "categoryName": "Slide", "categorySlug": "slide" }, "agent": "designer", "layer": "slide", "agents": [ "designer" ], "matchId": "222defd9-b23a-486b-b36d-8b354e1842a9", "evidence": "peer_benchmark, chart/bar-horizontal", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.9, "extraction": { "at": "2026-07-17 02:11:30.293942+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 55, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null } ], "frameworks": [ { "matchId": "0255833f-d8a6-49af-952b-dd32dba19d48", "evidence": "Comparison of BPS against peer cities to identify operational efficiency gaps.", "framework": null, "confidence": 0.9, "extraction": { "at": "2026-07-16 19:35:58.625+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 55, "frameworkName": "comparison_frame" } ], "arcBeats": [ { "to": 60, "arc": { "name": "The Consultant's Gambit", "slug": "consultants-gambit", "status": "active", "bestFor": "Business cases, project proposals, strategic recommendations", "canonId": "019dd956-5e0a-73c8-b305-81c38c959e9c", "version": 1, "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49", "structure": "Situation & Context -> Problem & Complication -> Solution & Approach -> Evidence & Proof -> Impact & Next Steps", "description": null, "familyLabel": null }, "from": 41, "name": "Evidence & Proof", "beatId": "ae027e08-bea9-4fd6-b23a-799e373ad079", "matchId": "bb9d3fa1-87dc-4a72-92a6-fb31d2539016", "beatType": { "name": "Evidence & Proof", "slug": "consultants-gambit-evidence-proof", "status": "active", "canonId": "019dd9b8-07b1-7688-8e1e-7637fec3802a", "version": 1, "description": null }, "evidence": "The document presents data and analysis to support the identified problems and potential solutions", "position": 2, "isPrimaryArc": true, "parentBeatType": { "name": "Evidence", "slug": "evidence", "status": "active", "canonId": "019dd9b8-03f9-772a-b84a-4f07b415b77a", "version": 1, "description": "A dedicated proof beat exists in only ~4 arcs (Gambit, Sequoia, AIDA, Monroes). Other arcs embed evidence inline within development." }, "alignedBlockIds": null, "matchConfidence": 0.8 } ], "loops": [], "locked": true }, { "page": 56, "type": "tension", "title": "The chart uses a dual-axis approach to show FTEs (bars) and student population (line).", "function": "frame_problem", "rawType": "problem_statement", "block": null, "metadata": { "slideType": "problem_statement", "slideTypeCanon": { "name": "Problem statement", "slug": "problem_statement", "status": "active", "canonId": "019de52d-0879-768d-bba8-8da8a5a121d4", "version": 1, "description": null }, "function": "frame_problem", "functionCanon": { "name": "Frame problem", "slug": "frame_problem", "status": "active", "canonId": "019de52d-13db-753e-ad70-e9b2d0dab398", "version": 1, "description": null }, "density": "overcrowded", "densityScore": 75, "componentCount": 6, "textChars": 589, "nDataPoints": 12, "notes": "The chart uses a dual-axis approach to show FTEs (bars) and student population (line).", "elementsJson": null, "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "at": "2026-07-16 19:35:59.171+00", "seconds": 2.93, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019f6b8e-e3f2-73cd-ba44-d930e8bf3977/56", "deck": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977", "deckAnchor": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977#slide-56", "deckJson": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977.json" }, "components": [ { "bbox": { "h": 0.2, "w": 0.3, "x": 0.68, "y": 0.36 }, "kind": "callout", "text": "If BPS were to align staff with future enrollment trends and historical central office FTE counts, BPS could shrink by ~7-10%", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": null, "subkind": { "name": "Primary callout", "slug": "primary", "status": "active", "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d", "version": 1, "description": null }, "framework": null }, "subkind": "primary", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:59.171+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "6eb0f98f-a65d-444b-8f2e-7a05b0bfe5af", "parentComponentId": null }, { "bbox": { "h": 0.7, "w": 0.55, "x": 0.02, "y": 0.15 }, "kind": "chart", "text": "BPS FTE's and student population since 2009", "attrs": null, "canon": { "kind": { "name": "Chart", "slug": "chart", "status": "active", "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8", "version": 1, "description": "Quantitative chart." }, "tool": null, "subkind": { "name": "Stacked bar chart", "slug": "bar-stacked", "status": "active", "canonId": "019de52c-feec-74bf-9028-15b74f84f0a7", "version": 1, "description": null }, "framework": null }, "subkind": "bar-stacked", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:59.171+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "113faff4-a790-4aef-9235-7e126ed8c1da", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.2, "x": 0.75, "y": 0.08 }, "kind": "legend", "text": "Central office; Schools", "attrs": null, "canon": { "kind": { "name": "Legend", "slug": "legend", "status": "active", "canonId": "31361933-3d22-4c70-bbad-0801e9fffc0c", "version": 1, "description": "Color/symbol decoder placed adjacent to a chart or diagram." }, "tool": null, "subkind": null, "framework": null }, "subkind": "legend", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:59.171+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "414d0318-571b-4f34-89ca-8e9d73494b0b", "parentComponentId": null }, { "bbox": { "h": 0.25, "w": 0.3, "x": 0.68, "y": 0.55 }, "kind": "list", "text": "In 2009-10, BPS had a ratio of 5.5 students per FTE, by 2014-15, that ratio had fallen to 5.0. If BPS had maintained its 2009-10 student to FTE ratio, in 2014-15, BPS would have 9,875 FTE's, 902 fewer than six years ago", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:59.171+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "77bf8676-7111-4028-8efd-814c2eceac7e", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.4, "x": 0.02, "y": 0.96 }, "kind": "other", "text": "Source: Massachusetts Department of Elementary and Secondary Education", "attrs": null, "canon": { "kind": { "name": "Other", "slug": "other", "status": "active", "canonId": "019de52c-fa90-743c-8bf6-20d1fbe82b6d", "version": 1, "description": "Fallback when no canonical kind applies." }, "tool": null, "subkind": null, "framework": null }, "subkind": "source-note", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:59.171+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "26be021d-6fee-45ea-97f2-22c02ba4c632", "parentComponentId": null }, { "bbox": { "h": 0.08, "w": 0.85, "x": 0.02, "y": 0.04 }, "kind": "title", "text": "The total number of FTE's, across schools and central office has not declined in line with student population", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:59.171+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "77cc60fd-6f22-4a93-80b5-5f0a2e569e55", "parentComponentId": null } ], "metrics": [], "tools": [ { "tool": { "name": "Problem Statement Canvas", "slug": "problem-statement-canvas", "status": "active", "bestFor": null, "canonId": "019dd956-839d-744b-ad11-9bf3e3642a18", "version": 1, "bodyDocId": null, "description": "Structured definition of the problem: What? Who? Where? When? Scale?", "familyLabel": null, "categoryName": "Block", "categorySlug": "block" }, "agent": "Architect", "layer": "slide", "agents": [ "Architect" ], "matchId": "c5b7c515-2199-410d-87ec-de67acddaafd", "evidence": "problem_statement, list/bullet, callout/primary", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.7, "extraction": { "at": "2026-07-17 02:11:30.3659+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 56, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null } ], "frameworks": [], "arcBeats": [ { "to": 60, "arc": { "name": "The Consultant's Gambit", "slug": "consultants-gambit", "status": "active", "bestFor": "Business cases, project proposals, strategic recommendations", "canonId": "019dd956-5e0a-73c8-b305-81c38c959e9c", "version": 1, "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49", "structure": "Situation & Context -> Problem & Complication -> Solution & Approach -> Evidence & Proof -> Impact & Next Steps", "description": null, "familyLabel": null }, "from": 41, "name": "Evidence & Proof", "beatId": "ae027e08-bea9-4fd6-b23a-799e373ad079", "matchId": "bb9d3fa1-87dc-4a72-92a6-fb31d2539016", "beatType": { "name": "Evidence & Proof", "slug": "consultants-gambit-evidence-proof", "status": "active", "canonId": "019dd9b8-07b1-7688-8e1e-7637fec3802a", "version": 1, "description": null }, "evidence": "The document presents data and analysis to support the identified problems and potential solutions", "position": 2, "isPrimaryArc": true, "parentBeatType": { "name": "Evidence", "slug": "evidence", "status": "active", "canonId": "019dd9b8-03f9-772a-b84a-4f07b415b77a", "version": 1, "description": "A dedicated proof beat exists in only ~4 arcs (Gambit, Sequoia, AIDA, Monroes). Other arcs embed evidence inline within development." }, "alignedBlockIds": null, "matchConfidence": 0.8 } ], "loops": [], "locked": true }, { "page": 57, "type": "setup", "function": "front_matter", "rawType": "table_of_contents", "block": null, "metadata": { "slideType": "table_of_contents", "slideTypeCanon": { "name": "Table of contents", "slug": "table_of_contents", "status": "active", "canonId": "019de52d-0643-721b-9b85-69676bb85cf8", "version": 1, "description": null }, "function": "front_matter", "functionCanon": { "name": "Front matter", "slug": "front_matter", "status": "active", "canonId": "019de52d-133d-73f0-9e26-201eda96b098", "version": 1, "description": null }, "density": "sparse", "densityScore": 17, "componentCount": 2, "textChars": 236, "nDataPoints": 0, "notes": null, "elementsJson": null, "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "at": "2026-07-16 19:35:59.496+00", "seconds": 1.991, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019f6b8e-e3f2-73cd-ba44-d930e8bf3977/57", "deck": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977", "deckAnchor": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977#slide-57", "deckJson": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977.json" }, "components": [ { "bbox": { "h": 0.62, "w": 0.42, "x": 0.358, "y": 0.195 }, "kind": "list", "text": "Executive summary\nSystem overview\nPhase I: Scan of 25 RFP areas\n- Cross-BPS themes\n- Framework for RFP 25\n- RFP areas for possible deep dive\n- Other RFP areas\nPhase II: Area deep dives\nPhase III: Capturing opportunities\nAppendix", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:59.496+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "bbe014d1-122a-4dd5-be23-16f5916fa034", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.13, "x": 0.12, "y": 0.04 }, "kind": "title", "text": "Contents", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:59.496+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "ad383794-fc18-4ef2-9a05-edc0a2463088", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [], "arcBeats": [ { "to": 60, "arc": { "name": "The Consultant's Gambit", "slug": "consultants-gambit", "status": "active", "bestFor": "Business cases, project proposals, strategic recommendations", "canonId": "019dd956-5e0a-73c8-b305-81c38c959e9c", "version": 1, "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49", "structure": "Situation & Context -> Problem & Complication -> Solution & Approach -> Evidence & Proof -> Impact & Next Steps", "description": null, "familyLabel": null }, "from": 41, "name": "Evidence & Proof", "beatId": "ae027e08-bea9-4fd6-b23a-799e373ad079", "matchId": "bb9d3fa1-87dc-4a72-92a6-fb31d2539016", "beatType": { "name": "Evidence & Proof", "slug": "consultants-gambit-evidence-proof", "status": "active", "canonId": "019dd9b8-07b1-7688-8e1e-7637fec3802a", "version": 1, "description": null }, "evidence": "The document presents data and analysis to support the identified problems and potential solutions", "position": 2, "isPrimaryArc": true, "parentBeatType": { "name": "Evidence", "slug": "evidence", "status": "active", "canonId": "019dd9b8-03f9-772a-b84a-4f07b415b77a", "version": 1, "description": "A dedicated proof beat exists in only ~4 arcs (Gambit, Sequoia, AIDA, Monroes). Other arcs embed evidence inline within development." }, "alignedBlockIds": null, "matchConfidence": 0.8 } ], "loops": [], "locked": true }, { "page": 58, "type": "resolution", "title": "The slide uses a standard project management timeline structure to delineate phases from data collection to opportunity development.", "function": "plan_implementation", "rawType": "timeline", "block": null, "metadata": { "slideType": "timeline", "slideTypeCanon": { "name": "Timeline", "slug": "timeline", "status": "active", "canonId": "019de52d-0851-75eb-b758-ea2965e7739a", "version": 1, "description": null }, "function": "plan_implementation", "functionCanon": { "name": "Plan implementation", "slug": "plan_implementation", "status": "active", "canonId": "019de52d-14a2-77ea-b210-d6a95eed4823", "version": 1, "description": null }, "density": "balanced", "densityScore": 32, "componentCount": 4, "textChars": 193, "nDataPoints": 0, "notes": "The slide uses a standard project management timeline structure to delineate phases from data collection to opportunity development.", "elementsJson": null, "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "at": "2026-07-16 19:35:59.895+00", "seconds": 2.34, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019f6b8e-e3f2-73cd-ba44-d930e8bf3977/58", "deck": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977", "deckAnchor": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977#slide-58", "deckJson": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977.json" }, "components": [ { "bbox": { "h": 0.75, "w": 0.96, "x": 0.02, "y": 0.13 }, "kind": "diagram", "text": "Phase 0, 1, 2, 3 timeline", "attrs": null, "canon": { "kind": { "name": "Diagram", "slug": "diagram", "status": "active", "canonId": "019de52c-f9f0-734a-81de-15382ff28c65", "version": 1, "description": "Schematic or relational diagram." }, "tool": null, "subkind": { "name": "Timeline", "slug": "timeline", "status": "active", "canonId": "019de52d-03c5-73fc-84aa-4180cbf0f5cf", "version": 1, "description": null }, "framework": null }, "subkind": "timeline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:59.895+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "010a7866-444e-4c1d-b100-a5d05fb82661", "parentComponentId": null }, { "bbox": { "h": 0.6, "w": 0.96, "x": 0.02, "y": 0.25 }, "kind": "list", "text": "Activities and deliverables for each phase", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:59.895+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "55e79b95-91ed-4c4b-9a40-bc30e0e0e139", "parentComponentId": null }, { "bbox": { "h": 0.06, "w": 0.65, "x": 0.02, "y": 0.06 }, "kind": "title", "text": "The operational review was conducted over a period of ~3 months, shifting from a broad scan to deep dives", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Action title", "slug": "action-title", "status": "active", "canonId": "019de52c-fb31-734c-a0f5-a3935b73135d", "version": 1, "description": null }, "framework": null }, "subkind": "action-title", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:59.895+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "5252674e-b7b2-4123-82e2-73a65acaa91a", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.25, "x": 0.02, "y": 0.02 }, "kind": "title", "text": "APPROACH AND WORKPLAN", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:59.895+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "17c391f6-2ecf-4eeb-830a-4979fbed0d9f", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [ { "matchId": "7c0c8a01-9b50-4f68-892a-269f6c4deaa0", "evidence": "The slide presents a sequential four-phase project plan.", "framework": null, "confidence": 1, "extraction": { "at": "2026-07-16 19:35:59.895+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 58, "frameworkName": "timeline" } ], "arcBeats": [ { "to": 60, "arc": { "name": "The Consultant's Gambit", "slug": "consultants-gambit", "status": "active", "bestFor": "Business cases, project proposals, strategic recommendations", "canonId": "019dd956-5e0a-73c8-b305-81c38c959e9c", "version": 1, "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49", "structure": "Situation & Context -> Problem & Complication -> Solution & Approach -> Evidence & Proof -> Impact & Next Steps", "description": null, "familyLabel": null }, "from": 41, "name": "Evidence & Proof", "beatId": "ae027e08-bea9-4fd6-b23a-799e373ad079", "matchId": "bb9d3fa1-87dc-4a72-92a6-fb31d2539016", "beatType": { "name": "Evidence & Proof", "slug": "consultants-gambit-evidence-proof", "status": "active", "canonId": "019dd9b8-07b1-7688-8e1e-7637fec3802a", "version": 1, "description": null }, "evidence": "The document presents data and analysis to support the identified problems and potential solutions", "position": 2, "isPrimaryArc": true, "parentBeatType": { "name": "Evidence", "slug": "evidence", "status": "active", "canonId": "019dd9b8-03f9-772a-b84a-4f07b415b77a", "version": 1, "description": "A dedicated proof beat exists in only ~4 arcs (Gambit, Sequoia, AIDA, Monroes). Other arcs embed evidence inline within development." }, "alignedBlockIds": null, "matchConfidence": 0.8 } ], "loops": [], "locked": true }, { "page": 59, "type": "setup", "function": "front_matter", "rawType": "agenda", "block": null, "metadata": { "slideType": "agenda", "slideTypeCanon": { "name": "Agenda", "slug": "agenda", "status": "active", "canonId": "019de52d-061b-7470-b138-3ffa5e612cce", "version": 1, "description": null }, "function": "front_matter", "functionCanon": { "name": "Front matter", "slug": "front_matter", "status": "active", "canonId": "019de52d-133d-73f0-9e26-201eda96b098", "version": 1, "description": null }, "density": "balanced", "densityScore": 32, "componentCount": 3, "textChars": 260, "nDataPoints": 1, "notes": null, "elementsJson": null, "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "at": "2026-07-16 19:35:59.87+00", "seconds": 2.223, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019f6b8e-e3f2-73cd-ba44-d930e8bf3977/59", "deck": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977", "deckAnchor": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977#slide-59", "deckJson": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977.json" }, "components": [ { "bbox": { "h": 0.08, "w": 0.11, "x": 0.88, "y": 0.01 }, "kind": "image", "text": "Boston Public Schools logo", "attrs": null, "canon": { "kind": { "name": "Image", "slug": "image", "status": "active", "canonId": "019de52c-f978-701f-a720-51d029d769e7", "version": 1, "description": "Photo, illustration, screenshot or icon." }, "tool": null, "subkind": { "name": "Logo", "slug": "logo", "status": "active", "canonId": "019de52c-fdaf-743d-94c4-d7c6a0e55302", "version": 1, "description": null }, "framework": null }, "subkind": "logo", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:59.87+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "f3e4f4a8-d718-4d3c-a736-cf0fbff37324", "parentComponentId": null }, { "bbox": { "h": 0.62, "w": 0.376, "x": 0.358, "y": 0.192 }, "kind": "list", "text": "Executive summary\nSystem overview\nPhase I: Scan of 25 RFP areas\n- Cross-BPS themes\n- Framework for RFP 25\n- RFP areas for possible deep dive\n- Other RFP areas\nPhase II: Area deep dives\nPhase III: Capturing opportunities\nAppendix", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:59.87+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "4c989504-4ca9-45da-9e5d-565dce310c5f", "parentComponentId": null }, { "bbox": { "h": 0.06, "w": 0.11, "x": 0.08, "y": 0.04 }, "kind": "title", "text": "Agenda", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:59.87+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "80bbe044-44d7-488f-a515-7a8217babdd3", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [], "arcBeats": [ { "to": 60, "arc": { "name": "The Consultant's Gambit", "slug": "consultants-gambit", "status": "active", "bestFor": "Business cases, project proposals, strategic recommendations", "canonId": "019dd956-5e0a-73c8-b305-81c38c959e9c", "version": 1, "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49", "structure": "Situation & Context -> Problem & Complication -> Solution & Approach -> Evidence & Proof -> Impact & Next Steps", "description": null, "familyLabel": null }, "from": 41, "name": "Evidence & Proof", "beatId": "ae027e08-bea9-4fd6-b23a-799e373ad079", "matchId": "bb9d3fa1-87dc-4a72-92a6-fb31d2539016", "beatType": { "name": "Evidence & Proof", "slug": "consultants-gambit-evidence-proof", "status": "active", "canonId": "019dd9b8-07b1-7688-8e1e-7637fec3802a", "version": 1, "description": null }, "evidence": "The document presents data and analysis to support the identified problems and potential solutions", "position": 2, "isPrimaryArc": true, "parentBeatType": { "name": "Evidence", "slug": "evidence", "status": "active", "canonId": "019dd9b8-03f9-772a-b84a-4f07b415b77a", "version": 1, "description": "A dedicated proof beat exists in only ~4 arcs (Gambit, Sequoia, AIDA, Monroes). Other arcs embed evidence inline within development." }, "alignedBlockIds": null, "matchConfidence": 0.8 } ], "loops": [], "locked": true }, { "page": 60, "type": "resolution", "title": "The slide uses a color-coded legend (red triangle, yellow diamond, green triangle) to categorize findings, though only the yellow diamond is used in the main ta", "function": "summarize", "rawType": "key_takeaways", "block": null, "metadata": { "slideType": "key_takeaways", "slideTypeCanon": { "name": "Key takeaways", "slug": "key_takeaways", "status": "active", "canonId": "019de52d-06e7-7674-a891-9f7de3b11b6d", "version": 1, "description": null }, "function": "summarize", "functionCanon": { "name": "Summarize", "slug": "summarize", "status": "active", "canonId": "019de52d-1541-704f-b86f-bf7b75056373", "version": 1, "description": null }, "density": "balanced", "densityScore": 43, "componentCount": 4, "textChars": 392, "nDataPoints": 0, "notes": "The slide uses a color-coded legend (red triangle, yellow diamond, green triangle) to categorize findings, though only the yellow diamond is used in the main table.", "elementsJson": null, "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "at": "2026-07-16 19:36:01.124+00", "seconds": 3.436, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019f6b8e-e3f2-73cd-ba44-d930e8bf3977/60", "deck": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977", "deckAnchor": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977#slide-60", "deckJson": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977.json" }, "components": [ { "bbox": { "h": 0.03, "w": 0.4, "x": 0.55, "y": 0.08 }, "kind": "legend", "text": "Challenge (red) | Stable, with opportunity (yellow) | Area of strength (green)", "attrs": null, "canon": { "kind": { "name": "Legend", "slug": "legend", "status": "active", "canonId": "31361933-3d22-4c70-bbad-0801e9fffc0c", "version": 1, "description": "Color/symbol decoder placed adjacent to a chart or diagram." }, "tool": null, "subkind": null, "framework": null }, "subkind": "annotation", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:01.124+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "0646c671-0c02-4dc9-ba6b-6e871b71cc9f", "parentComponentId": null }, { "bbox": { "h": 0.78, "w": 0.95, "x": 0.03, "y": 0.14 }, "kind": "table", "text": "Overall: Stable, with opportunity. Strengths: High caliber people, dynamic visions, community engagement. Challenges: Absence of vision, budget shortages, data underutilization, org structure issues.", "attrs": null, "canon": { "kind": { "name": "Table", "slug": "table", "status": "active", "canonId": "019de52c-f9c8-7148-8119-eaac9594cd28", "version": 1, "description": "Tabular data layout." }, "tool": null, "subkind": { "name": "Data table", "slug": "data", "status": "active", "canonId": "019de52d-02d5-75b8-8abf-88e92bf63569", "version": 1, "description": null }, "framework": null }, "subkind": "data", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:01.124+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "023e7e1e-afa5-4075-86ca-1ac5523d11b3", "parentComponentId": null }, { "bbox": { "h": 0.08, "w": 0.85, "x": 0.03, "y": 0.07 }, "kind": "title", "text": "BPS has a strong talent base, but does not have a long-term strategy to align process and execution", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Action title", "slug": "action-title", "status": "active", "canonId": "019de52c-fb31-734c-a0f5-a3935b73135d", "version": 1, "description": null }, "framework": null }, "subkind": "action-title", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:01.124+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "9e169979-f148-495c-a6bd-2c7deb34f3a7", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.2, "x": 0.03, "y": 0.03 }, "kind": "title", "text": "CROSS-BPS THEMES", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:01.124+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "2ba74dbc-0663-40f8-b6b8-cfe4ab7dba37", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [ { "matchId": "d53b7800-9dee-4391-891e-4ffcc0c43413", "evidence": "The slide structure (Overall, Strengths, Challenges) is a variation of a SWOT analysis.", "framework": null, "confidence": 0.8, "extraction": { "at": "2026-07-16 19:36:01.124+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 60, "frameworkName": "SWOT Analysis" } ], "arcBeats": [ { "to": 60, "arc": { "name": "The Consultant's Gambit", "slug": "consultants-gambit", "status": "active", "bestFor": "Business cases, project proposals, strategic recommendations", "canonId": "019dd956-5e0a-73c8-b305-81c38c959e9c", "version": 1, "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49", "structure": "Situation & Context -> Problem & Complication -> Solution & Approach -> Evidence & Proof -> Impact & Next Steps", "description": null, "familyLabel": null }, "from": 41, "name": "Evidence & Proof", "beatId": "ae027e08-bea9-4fd6-b23a-799e373ad079", "matchId": "bb9d3fa1-87dc-4a72-92a6-fb31d2539016", "beatType": { "name": "Evidence & Proof", "slug": "consultants-gambit-evidence-proof", "status": "active", "canonId": "019dd9b8-07b1-7688-8e1e-7637fec3802a", "version": 1, "description": null }, "evidence": "The document presents data and analysis to support the identified problems and potential solutions", "position": 2, "isPrimaryArc": true, "parentBeatType": { "name": "Evidence", "slug": "evidence", "status": "active", "canonId": "019dd9b8-03f9-772a-b84a-4f07b415b77a", "version": 1, "description": "A dedicated proof beat exists in only ~4 arcs (Gambit, Sequoia, AIDA, Monroes). Other arcs embed evidence inline within development." }, "alignedBlockIds": null, "matchConfidence": 0.8 } ], "loops": [], "locked": true }, { "page": 61, "type": "resolution", "title": "The slide uses a color-coded legend (red triangle, yellow diamond, green triangle) to indicate status for each functional area.", "function": "summarize", "rawType": "key_takeaways", "block": null, "metadata": { "slideType": "key_takeaways", "slideTypeCanon": { "name": "Key takeaways", "slug": "key_takeaways", "status": "active", "canonId": "019de52d-06e7-7674-a891-9f7de3b11b6d", "version": 1, "description": null }, "function": "summarize", "functionCanon": { "name": "Summarize", "slug": "summarize", "status": "active", "canonId": "019de52d-1541-704f-b86f-bf7b75056373", "version": 1, "description": null }, "density": "balanced", "densityScore": 44, "componentCount": 4, "textChars": 409, "nDataPoints": 0, "notes": "The slide uses a color-coded legend (red triangle, yellow diamond, green triangle) to indicate status for each functional area.", "elementsJson": null, "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "at": "2026-07-16 19:35:59.985+00", "seconds": 2.298, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019f6b8e-e3f2-73cd-ba44-d930e8bf3977/61", "deck": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977", "deckAnchor": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977#slide-61", "deckJson": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977.json" }, "components": [ { "bbox": { "h": 0.6, "w": 0.32, "x": 0.65, "y": 0.27 }, "kind": "callout", "text": "Emerging themes: Data/tech usage, Budget development, Organizational structure, and Physical/budgetary overextension.", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": null, "subkind": { "name": "Primary callout", "slug": "primary", "status": "active", "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d", "version": 1, "description": null }, "framework": null }, "subkind": "primary", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:59.985+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "b6012a10-ac3c-444e-9d20-3d39431db2b5", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.4, "x": 0.03, "y": 0.08 }, "kind": "legend", "text": "Challenge (red), Stable with opportunity (yellow), Area of strength (green)", "attrs": null, "canon": { "kind": { "name": "Legend", "slug": "legend", "status": "active", "canonId": "31361933-3d22-4c70-bbad-0801e9fffc0c", "version": 1, "description": "Color/symbol decoder placed adjacent to a chart or diagram." }, "tool": null, "subkind": null, "framework": null }, "subkind": "annotation", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:59.985+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "8608511c-9c96-40b1-91d3-2170ee6ec1a8", "parentComponentId": null }, { "bbox": { "h": 0.8, "w": 0.6, "x": 0.03, "y": 0.13 }, "kind": "table", "text": "Assessment of functional areas including Academic support, Talent management, Non-academic support, Performance management, Administrative services, and Leadership.", "attrs": null, "canon": { "kind": { "name": "Table", "slug": "table", "status": "active", "canonId": "019de52c-f9c8-7148-8119-eaac9594cd28", "version": 1, "description": "Tabular data layout." }, "tool": null, "subkind": { "name": "Data table", "slug": "data", "status": "active", "canonId": "019de52d-02d5-75b8-8abf-88e92bf63569", "version": 1, "description": null }, "framework": null }, "subkind": "data", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:59.985+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "a590d8ba-457e-4fba-b6a3-97768637d9aa", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.6, "x": 0.03, "y": 0.03 }, "kind": "title", "text": "BPS faces challenges that cut across the organization", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:59.985+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "57e9e3de-1193-4a65-b1c2-67b336ea604c", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [], "arcBeats": [ { "to": 80, "arc": { "name": "The Consultant's Gambit", "slug": "consultants-gambit", "status": "active", "bestFor": "Business cases, project proposals, strategic recommendations", "canonId": "019dd956-5e0a-73c8-b305-81c38c959e9c", "version": 1, "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49", "structure": "Situation & Context -> Problem & Complication -> Solution & Approach -> Evidence & Proof -> Impact & Next Steps", "description": null, "familyLabel": null }, "from": 61, "name": "Impact & Next Steps", "beatId": "c7fcd2c1-46bc-4946-9d75-f343e68d2bc8", "matchId": "bb9d3fa1-87dc-4a72-92a6-fb31d2539016", "beatType": { "name": "Impact & Next Steps", "slug": "consultants-gambit-impact-next-steps", "status": "active", "canonId": "019dd9b8-0849-7728-9ee9-fd1609c4c655", "version": 1, "description": null }, "evidence": "The document outlines potential solutions and recommendations for BPS", "position": 3, "isPrimaryArc": true, "parentBeatType": { "name": "Resolution", "slug": "resolution", "status": "active", "canonId": "019dd9b8-045d-703b-8dd7-e92aba3ba91b", "version": 1, "description": "How the deck ends. Required in 19/20 arcs. The exception (Sparkline) ends with new bliss which is functionally a resolution." }, "alignedBlockIds": null, "matchConfidence": 0.8 } ], "loops": [], "locked": true }, { "page": 62, "type": "setup", "function": "front_matter", "rawType": "table_of_contents", "block": null, "metadata": { "slideType": "table_of_contents", "slideTypeCanon": { "name": "Table of contents", "slug": "table_of_contents", "status": "active", "canonId": "019de52d-0643-721b-9b85-69676bb85cf8", "version": 1, "description": null }, "function": "front_matter", "functionCanon": { "name": "Front matter", "slug": "front_matter", "status": "active", "canonId": "019de52d-133d-73f0-9e26-201eda96b098", "version": 1, "description": null }, "density": "sparse", "densityScore": 17, "componentCount": 2, "textChars": 236, "nDataPoints": 0, "notes": null, "elementsJson": null, "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "at": "2026-07-16 19:35:59.921+00", "seconds": 1.984, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019f6b8e-e3f2-73cd-ba44-d930e8bf3977/62", "deck": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977", "deckAnchor": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977#slide-62", "deckJson": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977.json" }, "components": [ { "bbox": { "h": 0.6, "w": 0.45, "x": 0.35, "y": 0.19 }, "kind": "list", "text": "Executive summary\nSystem overview\nPhase I: Scan of 25 RFP areas\n- Cross-BPS themes\n- Framework for RFP 25\n- RFP areas for possible deep dive\n- Other RFP areas\nPhase II: Area deep dives\nPhase III: Capturing opportunities\nAppendix", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:59.921+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "2d8e44c6-f0fb-4a82-8a8c-a30f9806afe6", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.13, "x": 0.12, "y": 0.04 }, "kind": "title", "text": "Contents", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:35:59.921+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "ac8bcfbf-8ed3-498e-ae5d-4082a3aa5262", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [], "arcBeats": [ { "to": 80, "arc": { "name": "The Consultant's Gambit", "slug": "consultants-gambit", "status": "active", "bestFor": "Business cases, project proposals, strategic recommendations", "canonId": "019dd956-5e0a-73c8-b305-81c38c959e9c", "version": 1, "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49", "structure": "Situation & Context -> Problem & Complication -> Solution & Approach -> Evidence & Proof -> Impact & Next Steps", "description": null, "familyLabel": null }, "from": 61, "name": "Impact & Next Steps", "beatId": "c7fcd2c1-46bc-4946-9d75-f343e68d2bc8", "matchId": "bb9d3fa1-87dc-4a72-92a6-fb31d2539016", "beatType": { "name": "Impact & Next Steps", "slug": "consultants-gambit-impact-next-steps", "status": "active", "canonId": "019dd9b8-0849-7728-9ee9-fd1609c4c655", "version": 1, "description": null }, "evidence": "The document outlines potential solutions and recommendations for BPS", "position": 3, "isPrimaryArc": true, "parentBeatType": { "name": "Resolution", "slug": "resolution", "status": "active", "canonId": "019dd9b8-045d-703b-8dd7-e92aba3ba91b", "version": 1, "description": "How the deck ends. Required in 19/20 arcs. The exception (Sparkline) ends with new bliss which is functionally a resolution." }, "alignedBlockIds": null, "matchConfidence": 0.8 } ], "loops": [], "locked": true }, { "page": 63, "type": "resolution", "title": "The slide uses a simple binary categorization framework to prioritize initiatives.", "function": "prioritize", "rawType": "key_takeaways", "block": null, "metadata": { "slideType": "key_takeaways", "slideTypeCanon": { "name": "Key takeaways", "slug": "key_takeaways", "status": "active", "canonId": "019de52d-06e7-7674-a891-9f7de3b11b6d", "version": 1, "description": null }, "function": "prioritize", "functionCanon": { "name": "Prioritize", "slug": "prioritize", "status": "active", "canonId": "019de52d-1519-74b0-bca0-2b0217b641fa", "version": 1, "description": null }, "density": "dense", "densityScore": 59, "componentCount": 4, "textChars": 655, "nDataPoints": 12, "notes": "The slide uses a simple binary categorization framework to prioritize initiatives.", "elementsJson": null, "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "at": "2026-07-16 19:36:00.488+00", "seconds": 2.464, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019f6b8e-e3f2-73cd-ba44-d930e8bf3977/63", "deck": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977", "deckAnchor": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977#slide-63", "deckJson": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977.json" }, "components": [ { "bbox": { "h": 0.45, "w": 0.65, "x": 0.33, "y": 0.38 }, "kind": "list", "text": "Long-term goals: 5. District overextension, 6. ELL, 7. Data culture, 8. Technology, 9. Transportation, 10. Special Education, 11. Maintenance (of buildings), 12. Performance and quality objectives and measurement tools", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:00.488+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "e285170a-ee3f-426f-be42-700c09eac7ba", "parentComponentId": null }, { "bbox": { "h": 0.45, "w": 0.3, "x": 0.02, "y": 0.38 }, "kind": "list", "text": "Quick wins: 1. Food Services, 2. Personnel, 3. Finance and accounting (budgeting process), 4. Org. structure", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:00.488+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "f2cd5947-cfad-4557-bcb0-f29a3052a9a5", "parentComponentId": null }, { "bbox": { "h": 0.12, "w": 0.96, "x": 0.02, "y": 0.15 }, "kind": "paragraph", "text": "From data and interviews, the Steering Committee considered the size of the opportunity in terms of benefits to students, cost savings, and efficiency. From this approach, 11 areas emerged in two groups as potential Phase 2 targets", "attrs": null, "canon": { "kind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4", "version": 1, "description": "Single prose block in the body of a slide." }, "tool": null, "subkind": null, "framework": null }, "subkind": "paragraph", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:00.488+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "fb348410-2def-459a-856f-32d7f89dd7eb", "parentComponentId": null }, { "bbox": { "h": 0.08, "w": 0.85, "x": 0.02, "y": 0.04 }, "kind": "title", "text": "Analysis of RFP areas and cross-cutting themes identified 12 for potential deep dive consideration", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:00.488+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "b2c49686-c07f-4769-a8e4-e9f44979d921", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [ { "matchId": "1b715c46-01bd-4ea6-911d-b9ae123a42bd", "evidence": "Categorization of items into Quick Wins vs Long-term goals", "framework": null, "confidence": 0.8, "extraction": { "at": "2026-07-16 19:36:00.488+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 63, "frameworkName": "prioritization-matrix" } ], "arcBeats": [ { "to": 80, "arc": { "name": "The Consultant's Gambit", "slug": "consultants-gambit", "status": "active", "bestFor": "Business cases, project proposals, strategic recommendations", "canonId": "019dd956-5e0a-73c8-b305-81c38c959e9c", "version": 1, "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49", "structure": "Situation & Context -> Problem & Complication -> Solution & Approach -> Evidence & Proof -> Impact & Next Steps", "description": null, "familyLabel": null }, "from": 61, "name": "Impact & Next Steps", "beatId": "c7fcd2c1-46bc-4946-9d75-f343e68d2bc8", "matchId": "bb9d3fa1-87dc-4a72-92a6-fb31d2539016", "beatType": { "name": "Impact & Next Steps", "slug": "consultants-gambit-impact-next-steps", "status": "active", "canonId": "019dd9b8-0849-7728-9ee9-fd1609c4c655", "version": 1, "description": null }, "evidence": "The document outlines potential solutions and recommendations for BPS", "position": 3, "isPrimaryArc": true, "parentBeatType": { "name": "Resolution", "slug": "resolution", "status": "active", "canonId": "019dd9b8-045d-703b-8dd7-e92aba3ba91b", "version": 1, "description": "How the deck ends. Required in 19/20 arcs. The exception (Sparkline) ends with new bliss which is functionally a resolution." }, "alignedBlockIds": null, "matchConfidence": 0.8 } ], "loops": [], "locked": true }, { "page": 64, "type": "setup", "title": "The matrix uses a color-coded system (Green, Yellow, Grey) to categorize initiatives into Quick Wins, Long-term goals, and Not a priority.", "function": "prioritize", "rawType": "comparison_table", "block": null, "metadata": { "slideType": "comparison_table", "slideTypeCanon": { "name": "Comparison table", "slug": "comparison_table", "status": "active", "canonId": "019de52d-0a06-73f8-8813-fe022fab1de2", "version": 1, "description": null }, "function": "prioritize", "functionCanon": { "name": "Prioritize", "slug": "prioritize", "status": "active", "canonId": "019de52d-1519-74b0-bca0-2b0217b641fa", "version": 1, "description": null }, "density": "balanced", "densityScore": 48, "componentCount": 5, "textChars": 229, "nDataPoints": 1, "notes": "The matrix uses a color-coded system (Green, Yellow, Grey) to categorize initiatives into Quick Wins, Long-term goals, and Not a priority.", "elementsJson": null, "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "at": "2026-07-16 19:36:00.417+00", "seconds": 2.367, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019f6b8e-e3f2-73cd-ba44-d930e8bf3977/64", "deck": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977", "deckAnchor": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977#slide-64", "deckJson": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977.json" }, "components": [ { "bbox": { "h": 0.05, "w": 0.4, "x": 0.25, "y": 0.82 }, "kind": "callout", "text": "Quick wins and Long-term goals comprise over 60% of BPS budget", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": null, "subkind": { "name": "Primary callout", "slug": "primary", "status": "active", "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d", "version": 1, "description": null }, "framework": null }, "subkind": "primary", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:00.417+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "3d84f8c5-dca8-44ba-b616-38378ab54d78", "parentComponentId": null }, { "bbox": { "h": 0.75, "w": 0.65, "x": 0.02, "y": 0.12 }, "kind": "framework", "text": "2x2 Matrix", "attrs": null, "canon": { "kind": { "name": "Framework", "slug": "framework", "status": "active", "canonId": "019de52c-fa18-77c6-b10a-ccb8277ac0fa", "version": 1, "description": "Named conceptual framework instance." }, "tool": null, "subkind": { "name": "Framework instance", "slug": "instance", "status": "active", "canonId": "019de52d-05a2-72af-be0b-7edc60708a03", "version": 1, "description": null }, "framework": null }, "subkind": "instance", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:00.417+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "94e9e26a-fc24-4683-8b71-f80a86e9d70f", "parentComponentId": null }, { "bbox": { "h": 0.35, "w": 0.28, "x": 0.7, "y": 0.45 }, "kind": "list", "text": "Outputs: Quick wins, Long-term goals, Not a priority", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:00.417+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "15c7bd32-ec0b-43dc-8fc9-2155d1800881", "parentComponentId": null }, { "bbox": { "h": 0.25, "w": 0.28, "x": 0.7, "y": 0.12 }, "kind": "list", "text": "Approach definitions for Opportunity and Ease", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:00.417+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "4b81fb48-c5c2-42cf-8f9d-a23ae0bbdb3d", "parentComponentId": null }, { "bbox": { "h": 0.08, "w": 0.6, "x": 0.02, "y": 0.03 }, "kind": "title", "text": "Framework for approaching RFP areas and cross-cutting themes", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:00.417+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "9f840a5f-598f-43da-af97-fe87591af133", "parentComponentId": null } ], "metrics": [], "tools": [ { "tool": { "name": "2x2 matrix", "slug": "matrix-2x2", "status": "active", "bestFor": null, "canonId": "019dd9e1-50ab-72d1-8afb-3ab0a38e32a8", "version": 1, "bodyDocId": null, "description": "BCG matrix, importance/urgency, any axes-and-quadrants frame.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "3e9b4d95-04f6-40d2-b1ab-fc5e89c8775e", "evidence": "comparison_table, framework/instance, 2x2 Matrix", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.8, "extraction": { "at": "2026-07-17 02:11:30.690172+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 64, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null } ], "frameworks": [ { "matchId": "0014d4bf-4425-42c4-afd7-954480279886", "evidence": "The slide uses a 2x2 grid to map RFP areas by Opportunity vs Ease.", "framework": null, "confidence": 1, "extraction": { "at": "2026-07-16 19:36:00.417+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 64, "frameworkName": "matrix-2x2" } ], "arcBeats": [ { "to": 80, "arc": { "name": "The Consultant's Gambit", "slug": "consultants-gambit", "status": "active", "bestFor": "Business cases, project proposals, strategic recommendations", "canonId": "019dd956-5e0a-73c8-b305-81c38c959e9c", "version": 1, "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49", "structure": "Situation & Context -> Problem & Complication -> Solution & Approach -> Evidence & Proof -> Impact & Next Steps", "description": null, "familyLabel": null }, "from": 61, "name": "Impact & Next Steps", "beatId": "c7fcd2c1-46bc-4946-9d75-f343e68d2bc8", "matchId": "bb9d3fa1-87dc-4a72-92a6-fb31d2539016", "beatType": { "name": "Impact & Next Steps", "slug": "consultants-gambit-impact-next-steps", "status": "active", "canonId": "019dd9b8-0849-7728-9ee9-fd1609c4c655", "version": 1, "description": null }, "evidence": "The document outlines potential solutions and recommendations for BPS", "position": 3, "isPrimaryArc": true, "parentBeatType": { "name": "Resolution", "slug": "resolution", "status": "active", "canonId": "019dd9b8-045d-703b-8dd7-e92aba3ba91b", "version": 1, "description": "How the deck ends. Required in 19/20 arcs. The exception (Sparkline) ends with new bliss which is functionally a resolution." }, "alignedBlockIds": null, "matchConfidence": 0.8 } ], "loops": [], "locked": true }, { "page": 65, "type": "analysis", "title": "The slide uses icons 'e' for efficiency and '$' for financial opportunities.", "function": "analyze_data", "rawType": "appendix_data", "block": null, "metadata": { "slideType": "appendix_data", "slideTypeCanon": { "name": "Appendix data", "slug": "appendix_data", "status": "active", "canonId": "019de52d-078a-745b-9ee4-c15f2f539acd", "version": 1, "description": null }, "function": "analyze_data", "functionCanon": { "name": "Analyze data", "slug": "analyze_data", "status": "active", "canonId": "019de52d-1590-7413-8c82-cc218cff40b4", "version": 1, "description": null }, "density": "balanced", "densityScore": 32, "componentCount": 3, "textChars": 258, "nDataPoints": 3, "notes": "The slide uses icons 'e' for efficiency and '$' for financial opportunities.", "elementsJson": null, "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "at": "2026-07-16 19:36:00.234+00", "seconds": 2.178, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019f6b8e-e3f2-73cd-ba44-d930e8bf3977/65", "deck": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977", "deckAnchor": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977#slide-65", "deckJson": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977.json" }, "components": [ { "bbox": { "h": 0.03, "w": 0.34, "x": 0.64, "y": 0.08 }, "kind": "legend", "text": "e Efficiency opportunity $ Financial opportunity", "attrs": null, "canon": { "kind": { "name": "Legend", "slug": "legend", "status": "active", "canonId": "31361933-3d22-4c70-bbad-0801e9fffc0c", "version": 1, "description": "Color/symbol decoder placed adjacent to a chart or diagram." }, "tool": null, "subkind": null, "framework": null }, "subkind": "legend", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:00.234+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "64ad7a31-ebe1-43a9-9b30-85a36e35bf04", "parentComponentId": null }, { "bbox": { "h": 0.75, "w": 0.96, "x": 0.02, "y": 0.15 }, "kind": "table", "text": "Table of 6 areas: CORI/SORI, School Committee, Licensure, Parent engagement, Security, Instructional staffing", "attrs": null, "canon": { "kind": { "name": "Table", "slug": "table", "status": "active", "canonId": "019de52c-f9c8-7148-8119-eaac9594cd28", "version": 1, "description": "Tabular data layout." }, "tool": null, "subkind": { "name": "Data table", "slug": "data", "status": "active", "canonId": "019de52d-02d5-75b8-8abf-88e92bf63569", "version": 1, "description": null }, "framework": null }, "subkind": "data", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:00.234+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "fa5d667a-601c-426c-9915-e63d3a5bb82b", "parentComponentId": null }, { "bbox": { "h": 0.08, "w": 0.75, "x": 0.02, "y": 0.03 }, "kind": "title", "text": "There are 11 areas with opportunities that BPS can continue to pursue without further deep dive (1/2)", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:00.234+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "8cc3130d-4ed3-4445-9895-4a3e62e807c3", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [], "arcBeats": [ { "to": 80, "arc": { "name": "The Consultant's Gambit", "slug": "consultants-gambit", "status": "active", "bestFor": "Business cases, project proposals, strategic recommendations", "canonId": "019dd956-5e0a-73c8-b305-81c38c959e9c", "version": 1, "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49", "structure": "Situation & Context -> Problem & Complication -> Solution & Approach -> Evidence & Proof -> Impact & Next Steps", "description": null, "familyLabel": null }, "from": 61, "name": "Impact & Next Steps", "beatId": "c7fcd2c1-46bc-4946-9d75-f343e68d2bc8", "matchId": "bb9d3fa1-87dc-4a72-92a6-fb31d2539016", "beatType": { "name": "Impact & Next Steps", "slug": "consultants-gambit-impact-next-steps", "status": "active", "canonId": "019dd9b8-0849-7728-9ee9-fd1609c4c655", "version": 1, "description": null }, "evidence": "The document outlines potential solutions and recommendations for BPS", "position": 3, "isPrimaryArc": true, "parentBeatType": { "name": "Resolution", "slug": "resolution", "status": "active", "canonId": "019dd9b8-045d-703b-8dd7-e92aba3ba91b", "version": 1, "description": "How the deck ends. Required in 19/20 arcs. The exception (Sparkline) ends with new bliss which is functionally a resolution." }, "alignedBlockIds": null, "matchConfidence": 0.8 } ], "loops": [], "locked": true }, { "page": 66, "type": "setup", "title": "The slide uses icons for 'Efficiency opportunity' (e) and 'Financial opportunity' ($).", "function": "prioritize", "rawType": "comparison_table", "block": null, "metadata": { "slideType": "comparison_table", "slideTypeCanon": { "name": "Comparison table", "slug": "comparison_table", "status": "active", "canonId": "019de52d-0a06-73f8-8813-fe022fab1de2", "version": 1, "description": null }, "function": "prioritize", "functionCanon": { "name": "Prioritize", "slug": "prioritize", "status": "active", "canonId": "019de52d-1519-74b0-bca0-2b0217b641fa", "version": 1, "description": null }, "density": "balanced", "densityScore": 29, "componentCount": 3, "textChars": 223, "nDataPoints": 1, "notes": "The slide uses icons for 'Efficiency opportunity' (e) and 'Financial opportunity' ($).", "elementsJson": null, "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "at": "2026-07-16 19:36:00.698+00", "seconds": 2.382, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019f6b8e-e3f2-73cd-ba44-d930e8bf3977/66", "deck": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977", "deckAnchor": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977#slide-66", "deckJson": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977.json" }, "components": [ { "bbox": { "h": 0.03, "w": 0.34, "x": 0.64, "y": 0.08 }, "kind": "legend", "text": "e Efficiency opportunity $ Financial opportunity", "attrs": null, "canon": { "kind": { "name": "Legend", "slug": "legend", "status": "active", "canonId": "31361933-3d22-4c70-bbad-0801e9fffc0c", "version": 1, "description": "Color/symbol decoder placed adjacent to a chart or diagram." }, "tool": null, "subkind": null, "framework": null }, "subkind": "legend", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:00.698+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "a527abfd-80a7-409b-8ea7-ed9bd5da0372", "parentComponentId": null }, { "bbox": { "h": 0.78, "w": 0.96, "x": 0.02, "y": 0.15 }, "kind": "table", "text": "Area, Current situation, Rationale to not include, Key factors to consider", "attrs": null, "canon": { "kind": { "name": "Table", "slug": "table", "status": "active", "canonId": "019de52c-f9c8-7148-8119-eaac9594cd28", "version": 1, "description": "Tabular data layout." }, "tool": null, "subkind": { "name": "Data table", "slug": "data", "status": "active", "canonId": "019de52d-02d5-75b8-8abf-88e92bf63569", "version": 1, "description": null }, "framework": null }, "subkind": "data", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:00.698+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "835309dd-7e04-489e-8802-9c255260df3b", "parentComponentId": null }, { "bbox": { "h": 0.08, "w": 0.75, "x": 0.02, "y": 0.03 }, "kind": "title", "text": "There are 11 areas with opportunities that BPS can continue to pursue without further deep dive (2/2)", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:00.698+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "dc8de98d-0be5-46ec-a33f-c90ca23fb75e", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [ { "matchId": "6f31a88b-27f8-470b-b2fe-c8e4ae3c2d9c", "evidence": "Table structure categorizing areas by rationale for exclusion and strategic factors.", "framework": null, "confidence": 0.8, "extraction": { "at": "2026-07-16 19:36:00.698+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 66, "frameworkName": "prioritization-matrix" } ], "arcBeats": [ { "to": 80, "arc": { "name": "The Consultant's Gambit", "slug": "consultants-gambit", "status": "active", "bestFor": "Business cases, project proposals, strategic recommendations", "canonId": "019dd956-5e0a-73c8-b305-81c38c959e9c", "version": 1, "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49", "structure": "Situation & Context -> Problem & Complication -> Solution & Approach -> Evidence & Proof -> Impact & Next Steps", "description": null, "familyLabel": null }, "from": 61, "name": "Impact & Next Steps", "beatId": "c7fcd2c1-46bc-4946-9d75-f343e68d2bc8", "matchId": "bb9d3fa1-87dc-4a72-92a6-fb31d2539016", "beatType": { "name": "Impact & Next Steps", "slug": "consultants-gambit-impact-next-steps", "status": "active", "canonId": "019dd9b8-0849-7728-9ee9-fd1609c4c655", "version": 1, "description": null }, "evidence": "The document outlines potential solutions and recommendations for BPS", "position": 3, "isPrimaryArc": true, "parentBeatType": { "name": "Resolution", "slug": "resolution", "status": "active", "canonId": "019dd9b8-045d-703b-8dd7-e92aba3ba91b", "version": 1, "description": "How the deck ends. Required in 19/20 arcs. The exception (Sparkline) ends with new bliss which is functionally a resolution." }, "alignedBlockIds": null, "matchConfidence": 0.8 } ], "loops": [], "locked": true }, { "page": 67, "type": "setup", "title": "The slide uses icons 'e' for efficiency and '$' for financial opportunities.", "function": "prioritize", "rawType": "comparison_table", "block": null, "metadata": { "slideType": "comparison_table", "slideTypeCanon": { "name": "Comparison table", "slug": "comparison_table", "status": "active", "canonId": "019de52d-0a06-73f8-8813-fe022fab1de2", "version": 1, "description": null }, "function": "prioritize", "functionCanon": { "name": "Prioritize", "slug": "prioritize", "status": "active", "canonId": "019de52d-1519-74b0-bca0-2b0217b641fa", "version": 1, "description": null }, "density": "balanced", "densityScore": 30, "componentCount": 3, "textChars": 217, "nDataPoints": 3, "notes": "The slide uses icons 'e' for efficiency and '$' for financial opportunities.", "elementsJson": null, "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "at": "2026-07-16 19:36:00.757+00", "seconds": 2.354, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019f6b8e-e3f2-73cd-ba44-d930e8bf3977/67", "deck": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977", "deckAnchor": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977#slide-67", "deckJson": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977.json" }, "components": [ { "bbox": { "h": 0.03, "w": 0.25, "x": 0.64, "y": 0.09 }, "kind": "legend", "text": "e Efficiency opportunity $ Financial opportunity", "attrs": null, "canon": { "kind": { "name": "Legend", "slug": "legend", "status": "active", "canonId": "31361933-3d22-4c70-bbad-0801e9fffc0c", "version": 1, "description": "Color/symbol decoder placed adjacent to a chart or diagram." }, "tool": null, "subkind": null, "framework": null }, "subkind": "legend", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:00.757+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "f7fc324e-e42b-41a1-a02b-98da165a7662", "parentComponentId": null }, { "bbox": { "h": 0.75, "w": 0.96, "x": 0.02, "y": 0.16 }, "kind": "table", "text": "Area, Current situation, Rationale to not include, Key factors to consider", "attrs": null, "canon": { "kind": { "name": "Table", "slug": "table", "status": "active", "canonId": "019de52c-f9c8-7148-8119-eaac9594cd28", "version": 1, "description": "Tabular data layout." }, "tool": null, "subkind": { "name": "Data table", "slug": "data", "status": "active", "canonId": "019de52d-02d5-75b8-8abf-88e92bf63569", "version": 1, "description": null }, "framework": null }, "subkind": "data", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:00.757+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "40952f6c-b930-4f73-9978-4b8a66b262dd", "parentComponentId": null }, { "bbox": { "h": 0.08, "w": 0.75, "x": 0.02, "y": 0.04 }, "kind": "title", "text": "There are 4 areas with opportunities that are connected to other, parallel process at this time", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:00.757+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "f15ac252-7803-40d4-a4c3-3c957986403f", "parentComponentId": null } ], "metrics": [], "tools": [ { "tool": { "name": "2x2 matrix", "slug": "matrix-2x2", "status": "active", "bestFor": null, "canonId": "019dd9e1-50ab-72d1-8afb-3ab0a38e32a8", "version": 1, "bodyDocId": null, "description": "BCG matrix, importance/urgency, any axes-and-quadrants frame.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "a0546d9f-742f-4090-89a9-ba60ab6a7871", "evidence": "The table structure with areas and factors to consider suggests a 2x2 matrix.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.7, "extraction": { "at": "2026-07-17 02:11:36.709817+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 67, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null } ], "frameworks": [ { "matchId": "428e4d19-046f-4a4e-a392-8d9ebef013a8", "evidence": "Table structure comparing four areas across three criteria", "framework": null, "confidence": 0.8, "extraction": { "at": "2026-07-16 19:36:00.757+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 67, "frameworkName": "comparison_frame" } ], "arcBeats": [ { "to": 80, "arc": { "name": "The Consultant's Gambit", "slug": "consultants-gambit", "status": "active", "bestFor": "Business cases, project proposals, strategic recommendations", "canonId": "019dd956-5e0a-73c8-b305-81c38c959e9c", "version": 1, "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49", "structure": "Situation & Context -> Problem & Complication -> Solution & Approach -> Evidence & Proof -> Impact & Next Steps", "description": null, "familyLabel": null }, "from": 61, "name": "Impact & Next Steps", "beatId": "c7fcd2c1-46bc-4946-9d75-f343e68d2bc8", "matchId": "bb9d3fa1-87dc-4a72-92a6-fb31d2539016", "beatType": { "name": "Impact & Next Steps", "slug": "consultants-gambit-impact-next-steps", "status": "active", "canonId": "019dd9b8-0849-7728-9ee9-fd1609c4c655", "version": 1, "description": null }, "evidence": "The document outlines potential solutions and recommendations for BPS", "position": 3, "isPrimaryArc": true, "parentBeatType": { "name": "Resolution", "slug": "resolution", "status": "active", "canonId": "019dd9b8-045d-703b-8dd7-e92aba3ba91b", "version": 1, "description": "How the deck ends. Required in 19/20 arcs. The exception (Sparkline) ends with new bliss which is functionally a resolution." }, "alignedBlockIds": null, "matchConfidence": 0.8 } ], "loops": [], "locked": true }, { "page": 68, "type": "setup", "function": "front_matter", "rawType": "table_of_contents", "block": null, "metadata": { "slideType": "table_of_contents", "slideTypeCanon": { "name": "Table of contents", "slug": "table_of_contents", "status": "active", "canonId": "019de52d-0643-721b-9b85-69676bb85cf8", "version": 1, "description": null }, "function": "front_matter", "functionCanon": { "name": "Front matter", "slug": "front_matter", "status": "active", "canonId": "019de52d-133d-73f0-9e26-201eda96b098", "version": 1, "description": null }, "density": "balanced", "densityScore": 29, "componentCount": 3, "textChars": 292, "nDataPoints": 0, "notes": null, "elementsJson": null, "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "at": "2026-07-16 19:36:00.416+00", "seconds": 1.909, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019f6b8e-e3f2-73cd-ba44-d930e8bf3977/68", "deck": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977", "deckAnchor": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977#slide-68", "deckJson": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977.json" }, "components": [ { "bbox": { "h": 0.615, "w": 0.405, "x": 0.358, "y": 0.195 }, "kind": "list", "text": "Executive summary\nSystem overview\nPhase I: Scan of 25 RFP areas\n- Cross-BPS themes\n- Framework for RFP 25\n- RFP areas for possible deep dive\n- Other RFP areas\nPhase II: Area deep dives\nPhase III: Capturing opportunities\nAppendix", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:00.416+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "6fcf08c4-4d8a-46ee-b591-61dccf862a71", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.35, "x": 0.6, "y": 0.95 }, "kind": "other", "text": "DRAFT Pre-decisional - Proprietary and Confidential | 67", "attrs": null, "canon": { "kind": { "name": "Other", "slug": "other", "status": "active", "canonId": "019de52c-fa90-743c-8bf6-20d1fbe82b6d", "version": 1, "description": "Fallback when no canonical kind applies." }, "tool": null, "subkind": { "name": "Unclassified", "slug": "unclassified", "status": "active", "canonId": "019de52d-05ca-77db-81fb-db7d4234bbc0", "version": 1, "description": null }, "framework": null }, "subkind": "unclassified", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:00.416+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "0053acdb-a2a4-4604-a3e1-a022fdc8a06c", "parentComponentId": null }, { "bbox": { "h": 0.04, "w": 0.13, "x": 0.13, "y": 0.04 }, "kind": "title", "text": "Contents", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:00.416+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "98dbd242-3a55-43b9-8ee2-5f479b4be7b7", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [], "arcBeats": [ { "to": 80, "arc": { "name": "The Consultant's Gambit", "slug": "consultants-gambit", "status": "active", "bestFor": "Business cases, project proposals, strategic recommendations", "canonId": "019dd956-5e0a-73c8-b305-81c38c959e9c", "version": 1, "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49", "structure": "Situation & Context -> Problem & Complication -> Solution & Approach -> Evidence & Proof -> Impact & Next Steps", "description": null, "familyLabel": null }, "from": 61, "name": "Impact & Next Steps", "beatId": "c7fcd2c1-46bc-4946-9d75-f343e68d2bc8", "matchId": "bb9d3fa1-87dc-4a72-92a6-fb31d2539016", "beatType": { "name": "Impact & Next Steps", "slug": "consultants-gambit-impact-next-steps", "status": "active", "canonId": "019dd9b8-0849-7728-9ee9-fd1609c4c655", "version": 1, "description": null }, "evidence": "The document outlines potential solutions and recommendations for BPS", "position": 3, "isPrimaryArc": true, "parentBeatType": { "name": "Resolution", "slug": "resolution", "status": "active", "canonId": "019dd9b8-045d-703b-8dd7-e92aba3ba91b", "version": 1, "description": "How the deck ends. Required in 19/20 arcs. The exception (Sparkline) ends with new bliss which is functionally a resolution." }, "alignedBlockIds": null, "matchConfidence": 0.8 } ], "loops": [], "locked": true }, { "page": 69, "type": "setup", "title": "RFP 25, FY14: $36M", "function": "summarize", "rawType": "executive_summary", "block": null, "metadata": { "slideType": "executive_summary", "slideTypeCanon": { "name": "Executive summary", "slug": "executive_summary", "status": "active", "canonId": "019de52d-06be-73ff-81b3-f99fe7f0025e", "version": 1, "description": null }, "function": "summarize", "functionCanon": { "name": "Summarize", "slug": "summarize", "status": "active", "canonId": "019de52d-1541-704f-b86f-bf7b75056373", "version": 1, "description": null }, "density": "dense", "densityScore": 74, "componentCount": 6, "textChars": 614, "nDataPoints": 5, "notes": "RFP 25, FY14: $36M", "elementsJson": null, "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "at": "2026-07-16 19:36:01.445+00", "seconds": 2.717, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019f6b8e-e3f2-73cd-ba44-d930e8bf3977/69", "deck": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977", "deckAnchor": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977#slide-69", "deckJson": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977.json" }, "components": [ { "bbox": { "h": 0.2, "w": 0.48, "x": 0.01, "y": 0.3 }, "kind": "list", "text": "Strengths: Above benchmarks on participation, low cost per meal, Provision II participant.", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:01.445+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "410d9b84-5202-4785-b80a-94bcd0c685a4", "parentComponentId": null }, { "bbox": { "h": 0.1, "w": 0.98, "x": 0.01, "y": 0.0016 }, "kind": "list", "text": "Food services currently runs a significant deficit, where most districts roughly break even; Carrying dual management structure; Delivers meals at high end of peer costs.", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:01.445+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "7110d10d-eefb-4690-a107-96d520a251f6", "parentComponentId": null }, { "bbox": { "h": 0.2, "w": 0.48, "x": 0.5, "y": 0.3 }, "kind": "list", "text": "Challenges: 11% revenue loss, dual management inefficiencies, poor labor management, high labor costs, low data tracking.", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:01.445+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "dfd8698f-e631-407a-8719-45cf12519e60", "parentComponentId": null }, { "bbox": { "h": 0.25, "w": 0.98, "x": 0.01, "y": 0.65 }, "kind": "list", "text": "Opportunities: Improve coherence by consolidating management, potential 20-30% savings in employee costs ($1-3M), operational review to capture lost revenues.", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:01.445+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "f5a52191-715c-423e-aa81-db644875187b", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.4, "x": 0.01, "y": 0.95 }, "kind": "other", "text": "Source: Interviews with BPS and City staff as well as BPS data", "attrs": null, "canon": { "kind": { "name": "Other", "slug": "other", "status": "active", "canonId": "019de52c-fa90-743c-8bf6-20d1fbe82b6d", "version": 1, "description": "Fallback when no canonical kind applies." }, "tool": null, "subkind": null, "framework": null }, "subkind": "source-note", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:01.445+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "f09769a1-5b0e-450e-acd3-c601371b6ec2", "parentComponentId": null }, { "bbox": { "h": 0.04, "w": 0.2, "x": 0.01, "y": 0.03 }, "kind": "title", "text": "Food services", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:01.445+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "805259e6-35aa-43cd-8a53-bae9e0849f76", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [], "arcBeats": [ { "to": 80, "arc": { "name": "The Consultant's Gambit", "slug": "consultants-gambit", "status": "active", "bestFor": "Business cases, project proposals, strategic recommendations", "canonId": "019dd956-5e0a-73c8-b305-81c38c959e9c", "version": 1, "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49", "structure": "Situation & Context -> Problem & Complication -> Solution & Approach -> Evidence & Proof -> Impact & Next Steps", "description": null, "familyLabel": null }, "from": 61, "name": "Impact & Next Steps", "beatId": "c7fcd2c1-46bc-4946-9d75-f343e68d2bc8", "matchId": "bb9d3fa1-87dc-4a72-92a6-fb31d2539016", "beatType": { "name": "Impact & Next Steps", "slug": "consultants-gambit-impact-next-steps", "status": "active", "canonId": "019dd9b8-0849-7728-9ee9-fd1609c4c655", "version": 1, "description": null }, "evidence": "The document outlines potential solutions and recommendations for BPS", "position": 3, "isPrimaryArc": true, "parentBeatType": { "name": "Resolution", "slug": "resolution", "status": "active", "canonId": "019dd9b8-045d-703b-8dd7-e92aba3ba91b", "version": 1, "description": "How the deck ends. Required in 19/20 arcs. The exception (Sparkline) ends with new bliss which is functionally a resolution." }, "alignedBlockIds": null, "matchConfidence": 0.8 } ], "loops": [], "locked": true }, { "page": 70, "type": "setup", "title": "The slide uses two bar charts to contrast operational efficiency (cost per meal) with revenue performance (costs as % of revenue).", "function": "compare_peers", "rawType": "peer_benchmark", "block": null, "metadata": { "slideType": "peer_benchmark", "slideTypeCanon": { "name": "Peer benchmark", "slug": "peer_benchmark", "status": "active", "canonId": "019de52d-08f0-7158-a78d-d7b5331fefaf", "version": 1, "description": null }, "function": "compare_peers", "functionCanon": { "name": "Compare peers", "slug": "compare_peers", "status": "active", "canonId": "019de52d-1453-72ba-a367-9ba3d34c1630", "version": 1, "description": null }, "density": "overcrowded", "densityScore": 75, "componentCount": 7, "textChars": 396, "nDataPoints": 80, "notes": "The slide uses two bar charts to contrast operational efficiency (cost per meal) with revenue performance (costs as % of revenue).", "elementsJson": null, "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "at": "2026-07-16 19:36:01.869+00", "seconds": 2.988, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019f6b8e-e3f2-73cd-ba44-d930e8bf3977/70", "deck": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977", "deckAnchor": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977#slide-70", "deckJson": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977.json" }, "components": [ { "bbox": { "h": 0.05, "w": 0.3, "x": 0.1, "y": 0.86 }, "kind": "callout", "text": "BPS has gotten costs down on a per meal basis", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": null, "subkind": { "name": "Primary callout", "slug": "primary", "status": "active", "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d", "version": 1, "description": null }, "framework": null }, "subkind": "primary", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:01.869+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "646da940-74a3-4942-ab06-6df9c30ea515", "parentComponentId": null }, { "bbox": { "h": 0.15, "w": 0.1, "x": 0.87, "y": 0.45 }, "kind": "callout", "text": "BPS is not getting the data tracking it needs to be successful and drive revenues", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": null, "subkind": { "name": "Primary callout", "slug": "primary", "status": "active", "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d", "version": 1, "description": null }, "framework": null }, "subkind": "primary", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:01.869+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "bf3b1250-d1da-4122-9cb4-7690ed1b45d0", "parentComponentId": null }, { "bbox": { "h": 0.7, "w": 0.4, "x": 0.05, "y": 0.14 }, "kind": "chart", "text": "Cost per meal", "attrs": null, "canon": { "kind": { "name": "Chart", "slug": "chart", "status": "active", "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8", "version": 1, "description": "Quantitative chart." }, "tool": null, "subkind": { "name": "Horizontal bar chart", "slug": "bar-horizontal", "status": "active", "canonId": "019de52c-fec4-7221-986b-1cb5f5e84b1f", "version": 1, "description": null }, "framework": null }, "subkind": "bar-horizontal", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:01.869+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "77364230-3636-4c52-99a0-d43f29f423f4", "parentComponentId": null }, { "bbox": { "h": 0.7, "w": 0.4, "x": 0.48, "y": 0.14 }, "kind": "chart", "text": "Food services costs", "attrs": null, "canon": { "kind": { "name": "Chart", "slug": "chart", "status": "active", "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8", "version": 1, "description": "Quantitative chart." }, "tool": null, "subkind": { "name": "Horizontal bar chart", "slug": "bar-horizontal", "status": "active", "canonId": "019de52c-fec4-7221-986b-1cb5f5e84b1f", "version": 1, "description": null }, "framework": null }, "subkind": "bar-horizontal", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:01.869+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "ab563f17-464e-4408-84f5-505ed6688429", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.15, "x": 0.79, "y": 0.09 }, "kind": "legend", "text": "Boston, Districts, Median", "attrs": null, "canon": { "kind": { "name": "Legend", "slug": "legend", "status": "active", "canonId": "31361933-3d22-4c70-bbad-0801e9fffc0c", "version": 1, "description": "Color/symbol decoder placed adjacent to a chart or diagram." }, "tool": null, "subkind": null, "framework": null }, "subkind": "legend", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:01.869+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "2584e9f0-50f3-4411-a17b-d99857aebcf0", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.96, "x": 0.02, "y": 0.95 }, "kind": "other", "text": "SOURCE: Operations department performance management; Council of Great City Schools DRAFT Pre-decisional - Proprietary and Confidential | 69", "attrs": null, "canon": { "kind": { "name": "Other", "slug": "other", "status": "active", "canonId": "019de52c-fa90-743c-8bf6-20d1fbe82b6d", "version": 1, "description": "Fallback when no canonical kind applies." }, "tool": null, "subkind": null, "framework": null }, "subkind": "source-note", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:01.869+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "38890548-8b35-4d4c-ac27-c3ccd8ec9016", "parentComponentId": null }, { "bbox": { "h": 0.08, "w": 0.6, "x": 0.02, "y": 0.04 }, "kind": "title", "text": "Food services has pushed costs down, but revenues lag peers significantly", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:01.869+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "f2c7f6bf-7d99-4e60-af1f-0abd77bde689", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [ { "matchId": "e3090508-17df-4a9e-85b1-1759828a8016", "evidence": "Comparison of BPS against other districts across two key performance metrics.", "framework": null, "confidence": 0.9, "extraction": { "at": "2026-07-16 19:36:01.869+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 70, "frameworkName": "peer_benchmark" } ], "arcBeats": [ { "to": 80, "arc": { "name": "The Consultant's Gambit", "slug": "consultants-gambit", "status": "active", "bestFor": "Business cases, project proposals, strategic recommendations", "canonId": "019dd956-5e0a-73c8-b305-81c38c959e9c", "version": 1, "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49", "structure": "Situation & Context -> Problem & Complication -> Solution & Approach -> Evidence & Proof -> Impact & Next Steps", "description": null, "familyLabel": null }, "from": 61, "name": "Impact & Next Steps", "beatId": "c7fcd2c1-46bc-4946-9d75-f343e68d2bc8", "matchId": "bb9d3fa1-87dc-4a72-92a6-fb31d2539016", "beatType": { "name": "Impact & Next Steps", "slug": "consultants-gambit-impact-next-steps", "status": "active", "canonId": "019dd9b8-0849-7728-9ee9-fd1609c4c655", "version": 1, "description": null }, "evidence": "The document outlines potential solutions and recommendations for BPS", "position": 3, "isPrimaryArc": true, "parentBeatType": { "name": "Resolution", "slug": "resolution", "status": "active", "canonId": "019dd9b8-045d-703b-8dd7-e92aba3ba91b", "version": 1, "description": "How the deck ends. Required in 19/20 arcs. The exception (Sparkline) ends with new bliss which is functionally a resolution." }, "alignedBlockIds": null, "matchConfidence": 0.8 } ], "loops": [], "locked": true }, { "page": 71, "type": "setup", "title": "Includes RFP reference and draft status.", "function": "summarize", "rawType": "executive_summary", "block": null, "metadata": { "slideType": "executive_summary", "slideTypeCanon": { "name": "Executive summary", "slug": "executive_summary", "status": "active", "canonId": "019de52d-06be-73ff-81b3-f99fe7f0025e", "version": 1, "description": null }, "function": "summarize", "functionCanon": { "name": "Summarize", "slug": "summarize", "status": "active", "canonId": "019de52d-1541-704f-b86f-bf7b75056373", "version": 1, "description": null }, "density": "dense", "densityScore": 63, "componentCount": 6, "textChars": 327, "nDataPoints": 4, "notes": "Includes RFP reference and draft status.", "elementsJson": null, "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "at": "2026-07-16 19:36:01.452+00", "seconds": 2.565, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019f6b8e-e3f2-73cd-ba44-d930e8bf3977/71", "deck": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977", "deckAnchor": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977#slide-71", "deckJson": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977.json" }, "components": [ { "bbox": { "h": 0.08, "w": 0.96, "x": 0.02, "y": 0.16 }, "kind": "list", "text": "Summary points regarding teacher performance rubrics and professional development.", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:01.452+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "680de509-106d-4ecd-896d-52437cd28f85", "parentComponentId": null }, { "bbox": { "h": 0.25, "w": 0.96, "x": 0.02, "y": 0.64 }, "kind": "list", "text": "Opportunities and potential impacts for professional development and evaluations.", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:01.452+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "cffa1f5e-b1df-4e93-bed8-30132fc42bbe", "parentComponentId": null }, { "bbox": { "h": 0.35, "w": 0.96, "x": 0.02, "y": 0.27 }, "kind": "list", "text": "Strengths and Challenges of personnel policies.", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Comparison list", "slug": "comparison", "status": "active", "canonId": "019de52c-fce7-733e-99d3-030a104727bf", "version": 1, "description": null }, "framework": null }, "subkind": "comparison", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:01.452+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "67ddc8de-fb5e-4f6e-9e64-f5123e5c300b", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.08, "x": 0.68, "y": 0.08 }, "kind": "metric", "text": "$53M", "attrs": null, "canon": { "kind": { "name": "Metric", "slug": "metric", "status": "active", "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d", "version": 1, "description": "Big-number or KPI value." }, "tool": null, "subkind": { "name": "Big number", "slug": "big-number", "status": "active", "canonId": "019de52c-fc70-70c8-b965-0584548a9204", "version": 1, "description": null }, "framework": null }, "subkind": "big-number", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:01.452+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "6c741441-036f-49e7-a849-fea9143f355b", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.4, "x": 0.02, "y": 0.95 }, "kind": "other", "text": "Source: Interviews with BPS and City staff as well as BPS data", "attrs": null, "canon": { "kind": { "name": "Other", "slug": "other", "status": "active", "canonId": "019de52c-fa90-743c-8bf6-20d1fbe82b6d", "version": 1, "description": "Fallback when no canonical kind applies." }, "tool": null, "subkind": null, "framework": null }, "subkind": "source-note", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:01.452+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "8b44c135-2885-4271-b0a1-191ad99aef13", "parentComponentId": null }, { "bbox": { "h": 0.08, "w": 0.5, "x": 0.02, "y": 0.03 }, "kind": "title", "text": "Personnel policies and procedures (and development)", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:01.452+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "85f3a088-aea1-4109-9b75-8b222675c97a", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [], "arcBeats": [ { "to": 80, "arc": { "name": "The Consultant's Gambit", "slug": "consultants-gambit", "status": "active", "bestFor": "Business cases, project proposals, strategic recommendations", "canonId": "019dd956-5e0a-73c8-b305-81c38c959e9c", "version": 1, "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49", "structure": "Situation & Context -> Problem & Complication -> Solution & Approach -> Evidence & Proof -> Impact & Next Steps", "description": null, "familyLabel": null }, "from": 61, "name": "Impact & Next Steps", "beatId": "c7fcd2c1-46bc-4946-9d75-f343e68d2bc8", "matchId": "bb9d3fa1-87dc-4a72-92a6-fb31d2539016", "beatType": { "name": "Impact & Next Steps", "slug": "consultants-gambit-impact-next-steps", "status": "active", "canonId": "019dd9b8-0849-7728-9ee9-fd1609c4c655", "version": 1, "description": null }, "evidence": "The document outlines potential solutions and recommendations for BPS", "position": 3, "isPrimaryArc": true, "parentBeatType": { "name": "Resolution", "slug": "resolution", "status": "active", "canonId": "019dd9b8-045d-703b-8dd7-e92aba3ba91b", "version": 1, "description": "How the deck ends. Required in 19/20 arcs. The exception (Sparkline) ends with new bliss which is functionally a resolution." }, "alignedBlockIds": null, "matchConfidence": 0.8 } ], "loops": [], "locked": true }, { "page": 72, "type": "tension", "title": "RFP 25, DRAFT status, includes budget and opportunity type metadata.", "function": "frame_problem", "rawType": "executive_summary", "block": null, "metadata": { "slideType": "executive_summary", "slideTypeCanon": { "name": "Executive summary", "slug": "executive_summary", "status": "active", "canonId": "019de52d-06be-73ff-81b3-f99fe7f0025e", "version": 1, "description": null }, "function": "frame_problem", "functionCanon": { "name": "Frame problem", "slug": "frame_problem", "status": "active", "canonId": "019de52d-13db-753e-ad70-e9b2d0dab398", "version": 1, "description": null }, "density": "dense", "densityScore": 73, "componentCount": 6, "textChars": 592, "nDataPoints": 2, "notes": "RFP 25, DRAFT status, includes budget and opportunity type metadata.", "elementsJson": null, "confidence": 0.95, "extraction": { "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "at": "2026-07-16 19:36:02.268+00", "seconds": 2.837, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019f6b8e-e3f2-73cd-ba44-d930e8bf3977/72", "deck": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977", "deckAnchor": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977#slide-72", "deckJson": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977.json" }, "components": [ { "bbox": { "h": 0.08, "w": 0.96, "x": 0.02, "y": 0.16 }, "kind": "list", "text": "Annual budgeting driven by previous budgets, not by actual, historical spends. Procurement office viewed as unimpeachable internally at BPS, culturally sets the tone.", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:02.268+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "2b73d55d-1fd4-4037-8960-5e299eb42ab5", "parentComponentId": null }, { "bbox": { "h": 0.2, "w": 0.96, "x": 0.02, "y": 0.68 }, "kind": "list", "text": "Budgeting: Move to zero-based budgeting. Technology: Integrate human capital and budget data for better visibility.", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:02.268+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "e7702925-fcc3-4636-afb5-8c9fd5a3e9ef", "parentComponentId": null }, { "bbox": { "h": 0.25, "w": 0.96, "x": 0.02, "y": 0.3 }, "kind": "list", "text": "Strengths: City and BPS budgeting systems collaborate; Weighted Student Formula is transparent. Challenges: No strategic plan; under-enrolled schools; 193 cost centers; manual finance/HR systems.", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Comparison list", "slug": "comparison", "status": "active", "canonId": "019de52c-fce7-733e-99d3-030a104727bf", "version": 1, "description": null }, "framework": null }, "subkind": "comparison", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:02.268+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "000e46dc-0432-4f89-ae16-134c86fb3aff", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.1, "x": 0.65, "y": 0.08 }, "kind": "metric", "text": "FY14: $1.7M", "attrs": null, "canon": { "kind": { "name": "Metric", "slug": "metric", "status": "active", "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d", "version": 1, "description": "Big-number or KPI value." }, "tool": null, "subkind": { "name": "Big number", "slug": "big-number", "status": "active", "canonId": "019de52c-fc70-70c8-b965-0584548a9204", "version": 1, "description": null }, "framework": null }, "subkind": "big-number", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:02.268+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "023997f3-5b7e-4291-9292-c5c13f3bac8c", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.4, "x": 0.02, "y": 0.95 }, "kind": "source-note", "text": "Source: Interviews with BPS and City staff as well as BPS data", "attrs": null, "canon": { "kind": { "name": "Source note", "slug": "source-note", "status": "active", "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948", "version": 1, "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": "source-note", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:02.268+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "562e28ef-fc6b-4e87-8e92-71b14623e6b0", "parentComponentId": null }, { "bbox": { "h": 0.08, "w": 0.45, "x": 0.02, "y": 0.04 }, "kind": "title", "text": "Finance and accounting systems and policies", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:02.268+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "2f424da3-2eee-4001-9165-eecf8fe44c0f", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [ { "matchId": "a2e3de6c-aaa1-4f15-a59b-3c1e6982017b", "evidence": "Slide explicitly structures content into Strengths and Challenges, with Opportunities following.", "framework": null, "confidence": 0.9, "extraction": { "at": "2026-07-16 19:36:02.268+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 72, "frameworkName": "SWOT Analysis" } ], "arcBeats": [ { "to": 80, "arc": { "name": "The Consultant's Gambit", "slug": "consultants-gambit", "status": "active", "bestFor": "Business cases, project proposals, strategic recommendations", "canonId": "019dd956-5e0a-73c8-b305-81c38c959e9c", "version": 1, "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49", "structure": "Situation & Context -> Problem & Complication -> Solution & Approach -> Evidence & Proof -> Impact & Next Steps", "description": null, "familyLabel": null }, "from": 61, "name": "Impact & Next Steps", "beatId": "c7fcd2c1-46bc-4946-9d75-f343e68d2bc8", "matchId": "bb9d3fa1-87dc-4a72-92a6-fb31d2539016", "beatType": { "name": "Impact & Next Steps", "slug": "consultants-gambit-impact-next-steps", "status": "active", "canonId": "019dd9b8-0849-7728-9ee9-fd1609c4c655", "version": 1, "description": null }, "evidence": "The document outlines potential solutions and recommendations for BPS", "position": 3, "isPrimaryArc": true, "parentBeatType": { "name": "Resolution", "slug": "resolution", "status": "active", "canonId": "019dd9b8-045d-703b-8dd7-e92aba3ba91b", "version": 1, "description": "How the deck ends. Required in 19/20 arcs. The exception (Sparkline) ends with new bliss which is functionally a resolution." }, "alignedBlockIds": null, "matchConfidence": 0.8 } ], "loops": [], "locked": true }, { "page": 73, "type": "setup", "title": "RFP 25, slide 72. Includes financial data points for FY14.", "function": "summarize", "rawType": "executive_summary", "block": null, "metadata": { "slideType": "executive_summary", "slideTypeCanon": { "name": "Executive summary", "slug": "executive_summary", "status": "active", "canonId": "019de52d-06be-73ff-81b3-f99fe7f0025e", "version": 1, "description": null }, "function": "summarize", "functionCanon": { "name": "Summarize", "slug": "summarize", "status": "active", "canonId": "019de52d-1541-704f-b86f-bf7b75056373", "version": 1, "description": null }, "density": "overcrowded", "densityScore": 85, "componentCount": 7, "textChars": 1009, "nDataPoints": 5, "notes": "RFP 25, slide 72. Includes financial data points for FY14.", "elementsJson": null, "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "at": "2026-07-16 19:36:02.836+00", "seconds": 3.231, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019f6b8e-e3f2-73cd-ba44-d930e8bf3977/73", "deck": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977", "deckAnchor": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977#slide-73", "deckJson": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977.json" }, "components": [ { "bbox": { "h": 0.07, "w": 0.96, "x": 0.02, "y": 0.16 }, "kind": "list", "text": "Improved compliance monitoring in wake of DOJ finding, but the office remains compliance driven and struggles to focus on student outcomes; Not well integrated with general education and curriculum", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:02.836+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "2273c6d9-3ce6-4ad0-b910-081f446b5903", "parentComponentId": null }, { "bbox": { "h": 0.18, "w": 0.96, "x": 0.02, "y": 0.69 }, "kind": "list", "text": "Organization: ELL and Academics departments are not integrated; PD and data support: Large appetite at schools for ELL support that uses WIDA data to move more students into general education", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:02.836+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "3e72be0f-add4-4fd1-ba47-4bd23eb0d81b", "parentComponentId": null }, { "bbox": { "h": 0.18, "w": 0.47, "x": 0.51, "y": 0.3 }, "kind": "list", "text": "Challenges: Views core work as \"monitor and support...to meet federal, state and local mandates,\" with no clear vision; Number of ELL students have doubled since 2010; Not integrated into general education; Teachers not supported; Data tracking issues", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:02.836+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "d78f7711-2247-4027-9992-16e05948c804", "parentComponentId": null }, { "bbox": { "h": 0.15, "w": 0.48, "x": 0.02, "y": 0.3 }, "kind": "list", "text": "Strengths: After nearly 2 years without a report, have now submitted 40-50 reports, 85% on track; MCAS data shows increase in ELL student performance in ELA; Recent uptick of ELL students moving from ELL to general education, 13% of ELL population", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:02.836+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "e1bd0673-3d8f-4bb2-aeb9-2485c13855a6", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.15, "x": 0.65, "y": 0.08 }, "kind": "metric", "text": "FY14: $5.6M dept. FY14: $62M schools", "attrs": null, "canon": { "kind": { "name": "Metric", "slug": "metric", "status": "active", "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d", "version": 1, "description": "Big-number or KPI value." }, "tool": null, "subkind": { "name": "Big number", "slug": "big-number", "status": "active", "canonId": "019de52c-fc70-70c8-b965-0584548a9204", "version": 1, "description": null }, "framework": null }, "subkind": "big-number", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:02.836+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "65446db6-4753-489e-865f-d6451bd19094", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.4, "x": 0.02, "y": 0.95 }, "kind": "other", "text": "Source: Interviews with BPS and City staff as well as BPS data", "attrs": null, "canon": { "kind": { "name": "Other", "slug": "other", "status": "active", "canonId": "019de52c-fa90-743c-8bf6-20d1fbe82b6d", "version": 1, "description": "Fallback when no canonical kind applies." }, "tool": null, "subkind": null, "framework": null }, "subkind": "source-note", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:02.836+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "22897ae4-6505-4b5e-9486-bd2e52281515", "parentComponentId": null }, { "bbox": { "h": 0.04, "w": 0.35, "x": 0.02, "y": 0.03 }, "kind": "title", "text": "English Language Learners", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:02.836+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "ccfffda8-1fc7-4096-8b30-3720afc78dbf", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [], "arcBeats": [ { "to": 80, "arc": { "name": "The Consultant's Gambit", "slug": "consultants-gambit", "status": "active", "bestFor": "Business cases, project proposals, strategic recommendations", "canonId": "019dd956-5e0a-73c8-b305-81c38c959e9c", "version": 1, "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49", "structure": "Situation & Context -> Problem & Complication -> Solution & Approach -> Evidence & Proof -> Impact & Next Steps", "description": null, "familyLabel": null }, "from": 61, "name": "Impact & Next Steps", "beatId": "c7fcd2c1-46bc-4946-9d75-f343e68d2bc8", "matchId": "bb9d3fa1-87dc-4a72-92a6-fb31d2539016", "beatType": { "name": "Impact & Next Steps", "slug": "consultants-gambit-impact-next-steps", "status": "active", "canonId": "019dd9b8-0849-7728-9ee9-fd1609c4c655", "version": 1, "description": null }, "evidence": "The document outlines potential solutions and recommendations for BPS", "position": 3, "isPrimaryArc": true, "parentBeatType": { "name": "Resolution", "slug": "resolution", "status": "active", "canonId": "019dd9b8-045d-703b-8dd7-e92aba3ba91b", "version": 1, "description": "How the deck ends. Required in 19/20 arcs. The exception (Sparkline) ends with new bliss which is functionally a resolution." }, "alignedBlockIds": null, "matchConfidence": 0.8 } ], "loops": [], "locked": true }, { "page": 74, "type": "setup", "title": "The chart uses a grouped bar format to show year-over-year change for multiple cities.", "function": "compare_peers", "rawType": "peer_benchmark", "block": null, "metadata": { "slideType": "peer_benchmark", "slideTypeCanon": { "name": "Peer benchmark", "slug": "peer_benchmark", "status": "active", "canonId": "019de52d-08f0-7158-a78d-d7b5331fefaf", "version": 1, "description": null }, "function": "compare_peers", "functionCanon": { "name": "Compare peers", "slug": "compare_peers", "status": "active", "canonId": "019de52d-1453-72ba-a367-9ba3d34c1630", "version": 1, "description": null }, "density": "dense", "densityScore": 54, "componentCount": 5, "textChars": 268, "nDataPoints": 28, "notes": "The chart uses a grouped bar format to show year-over-year change for multiple cities.", "elementsJson": null, "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "at": "2026-07-16 19:36:02.585+00", "seconds": 2.564, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019f6b8e-e3f2-73cd-ba44-d930e8bf3977/74", "deck": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977", "deckAnchor": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977#slide-74", "deckJson": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977.json" }, "components": [ { "bbox": { "h": 0.05, "w": 0.05, "x": 0.18, "y": 0.4 }, "kind": "callout", "text": "+100%", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": null, "subkind": { "name": "Primary callout", "slug": "primary", "status": "active", "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d", "version": 1, "description": null }, "framework": null }, "subkind": "primary", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:02.585+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "b103b424-058e-4428-8eef-8f8a6d6310d9", "parentComponentId": null }, { "bbox": { "h": 0.7, "w": 0.96, "x": 0.02, "y": 0.15 }, "kind": "chart", "text": "Percentage of ELL students by city across two time periods", "attrs": null, "canon": { "kind": { "name": "Chart", "slug": "chart", "status": "active", "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8", "version": 1, "description": "Quantitative chart." }, "tool": null, "subkind": { "name": "Grouped bar chart", "slug": "bar-grouped", "status": "active", "canonId": "019de52c-ff3b-751e-a8ff-f21ff11097b1", "version": 1, "description": null }, "framework": null }, "subkind": "bar-grouped", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:02.585+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "dbc661c8-8dd9-41d9-8da1-ac884d8a1c12", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.2, "x": 0.02, "y": 0.96 }, "kind": "other", "text": "SOURCE: NCES 2010-11, 2012-2013", "attrs": null, "canon": { "kind": { "name": "Other", "slug": "other", "status": "active", "canonId": "019de52c-fa90-743c-8bf6-20d1fbe82b6d", "version": 1, "description": "Fallback when no canonical kind applies." }, "tool": null, "subkind": null, "framework": null }, "subkind": "source-note", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:02.585+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "24b0464a-23d2-4d09-b7b7-299b589df269", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.4, "x": 0.02, "y": 0.91 }, "kind": "other", "text": "1 No data on ELL students available in 2010 – 2011 school year", "attrs": null, "canon": { "kind": { "name": "Other", "slug": "other", "status": "active", "canonId": "019de52c-fa90-743c-8bf6-20d1fbe82b6d", "version": 1, "description": "Fallback when no canonical kind applies." }, "tool": null, "subkind": null, "framework": null }, "subkind": "source-note", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:02.585+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "e7e66c2a-392d-4a05-b037-a6944d9d700f", "parentComponentId": null }, { "bbox": { "h": 0.08, "w": 0.8, "x": 0.02, "y": 0.04 }, "kind": "title", "text": "BPS now has double the number of English Language Learners than in 2010, making it among the highest in peer set", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:02.585+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "2d5fd424-0052-46e7-b101-8ea565c6a917", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [], "arcBeats": [ { "to": 80, "arc": { "name": "The Consultant's Gambit", "slug": "consultants-gambit", "status": "active", "bestFor": "Business cases, project proposals, strategic recommendations", "canonId": "019dd956-5e0a-73c8-b305-81c38c959e9c", "version": 1, "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49", "structure": "Situation & Context -> Problem & Complication -> Solution & Approach -> Evidence & Proof -> Impact & Next Steps", "description": null, "familyLabel": null }, "from": 61, "name": "Impact & Next Steps", "beatId": "c7fcd2c1-46bc-4946-9d75-f343e68d2bc8", "matchId": "bb9d3fa1-87dc-4a72-92a6-fb31d2539016", "beatType": { "name": "Impact & Next Steps", "slug": "consultants-gambit-impact-next-steps", "status": "active", "canonId": "019dd9b8-0849-7728-9ee9-fd1609c4c655", "version": 1, "description": null }, "evidence": "The document outlines potential solutions and recommendations for BPS", "position": 3, "isPrimaryArc": true, "parentBeatType": { "name": "Resolution", "slug": "resolution", "status": "active", "canonId": "019dd9b8-045d-703b-8dd7-e92aba3ba91b", "version": 1, "description": "How the deck ends. Required in 19/20 arcs. The exception (Sparkline) ends with new bliss which is functionally a resolution." }, "alignedBlockIds": null, "matchConfidence": 0.8 } ], "loops": [], "locked": true }, { "page": 75, "type": "analysis", "title": "Includes RFP reference and financial context.", "function": "analyze_data", "rawType": "executive_summary", "block": null, "metadata": { "slideType": "executive_summary", "slideTypeCanon": { "name": "Executive summary", "slug": "executive_summary", "status": "active", "canonId": "019de52d-06be-73ff-81b3-f99fe7f0025e", "version": 1, "description": null }, "function": "analyze_data", "functionCanon": { "name": "Analyze data", "slug": "analyze_data", "status": "active", "canonId": "019de52d-1590-7413-8c82-cc218cff40b4", "version": 1, "description": null }, "density": "dense", "densityScore": 59, "componentCount": 5, "textChars": 415, "nDataPoints": 4, "notes": "Includes RFP reference and financial context.", "elementsJson": null, "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "at": "2026-07-16 19:36:02.711+00", "seconds": 2.65, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019f6b8e-e3f2-73cd-ba44-d930e8bf3977/75", "deck": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977", "deckAnchor": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977#slide-75", "deckJson": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977.json" }, "components": [ { "bbox": { "h": 0.2, "w": 0.96, "x": 0.02, "y": 0.65 }, "kind": "list", "text": "Opportunities: Align with city technology for savings; Implement procurement process for better alignment.", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:02.711+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "06b073c9-34d2-4740-909e-28081e63d24d", "parentComponentId": null }, { "bbox": { "h": 0.3, "w": 0.96, "x": 0.02, "y": 0.3 }, "kind": "list", "text": "Strengths: OIT performance, data dashboards, MyBPS success, network upgrades. Challenges: Low IT spend, lack of alignment, incompatible purchases.", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:02.711+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "19521383-14bd-44b3-bb31-18e59fb98297", "parentComponentId": null }, { "bbox": { "h": 0.1, "w": 0.96, "x": 0.02, "y": 0.15 }, "kind": "list", "text": "OIT viewed as one of the best run departments; Data-driven culture; Regular upgrade cycles.", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:02.711+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "76a113e4-43b0-4d87-8ede-c557f2112e76", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.4, "x": 0.02, "y": 0.95 }, "kind": "other", "text": "Source: Interviews with BPS and City staff as well as BPS data", "attrs": null, "canon": { "kind": { "name": "Other", "slug": "other", "status": "active", "canonId": "019de52c-fa90-743c-8bf6-20d1fbe82b6d", "version": 1, "description": "Fallback when no canonical kind applies." }, "tool": null, "subkind": null, "framework": null }, "subkind": "source-note", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:02.711+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "ff9a0b84-843c-42c7-8afd-1ca97fc7df13", "parentComponentId": null }, { "bbox": { "h": 0.04, "w": 0.15, "x": 0.02, "y": 0.03 }, "kind": "title", "text": "Technology", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:02.711+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "0919a053-80c8-42d5-8dfd-34f0170ee6a4", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [], "arcBeats": [ { "to": 80, "arc": { "name": "The Consultant's Gambit", "slug": "consultants-gambit", "status": "active", "bestFor": "Business cases, project proposals, strategic recommendations", "canonId": "019dd956-5e0a-73c8-b305-81c38c959e9c", "version": 1, "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49", "structure": "Situation & Context -> Problem & Complication -> Solution & Approach -> Evidence & Proof -> Impact & Next Steps", "description": null, "familyLabel": null }, "from": 61, "name": "Impact & Next Steps", "beatId": "c7fcd2c1-46bc-4946-9d75-f343e68d2bc8", "matchId": "bb9d3fa1-87dc-4a72-92a6-fb31d2539016", "beatType": { "name": "Impact & Next Steps", "slug": "consultants-gambit-impact-next-steps", "status": "active", "canonId": "019dd9b8-0849-7728-9ee9-fd1609c4c655", "version": 1, "description": null }, "evidence": "The document outlines potential solutions and recommendations for BPS", "position": 3, "isPrimaryArc": true, "parentBeatType": { "name": "Resolution", "slug": "resolution", "status": "active", "canonId": "019dd9b8-045d-703b-8dd7-e92aba3ba91b", "version": 1, "description": "How the deck ends. Required in 19/20 arcs. The exception (Sparkline) ends with new bliss which is functionally a resolution." }, "alignedBlockIds": null, "matchConfidence": 0.8 } ], "loops": [], "locked": true }, { "page": 76, "type": "setup", "title": "The slide uses horizontal bar charts to compare Boston (orange) against other districts (blue).", "function": "compare_peers", "rawType": "peer_benchmark", "block": null, "metadata": { "slideType": "peer_benchmark", "slideTypeCanon": { "name": "Peer benchmark", "slug": "peer_benchmark", "status": "active", "canonId": "019de52d-08f0-7158-a78d-d7b5331fefaf", "version": 1, "description": null }, "function": "compare_peers", "functionCanon": { "name": "Compare peers", "slug": "compare_peers", "status": "active", "canonId": "019de52d-1453-72ba-a367-9ba3d34c1630", "version": 1, "description": null }, "density": "dense", "densityScore": 70, "componentCount": 6, "textChars": 404, "nDataPoints": 60, "notes": "The slide uses horizontal bar charts to compare Boston (orange) against other districts (blue).", "elementsJson": null, "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "at": "2026-07-16 19:36:02.911+00", "seconds": 2.76, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019f6b8e-e3f2-73cd-ba44-d930e8bf3977/76", "deck": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977", "deckAnchor": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977#slide-76", "deckJson": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977.json" }, "components": [ { "bbox": { "h": 0.25, "w": 0.2, "x": 0.78, "y": 0.33 }, "kind": "callout", "text": "BPS approaches peer averages for kbps, despite having a comparatively low IT spend against peer districts. Interviews with principals and teachers indicate very high levels of satisfaction with the performance of the IT department", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": null, "subkind": { "name": "Primary callout", "slug": "primary", "status": "active", "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d", "version": 1, "description": null }, "framework": null }, "subkind": "primary", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:02.911+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "cf24e815-268e-41d6-88c4-f82e4d5ef269", "parentComponentId": null }, { "bbox": { "h": 0.8, "w": 0.35, "x": 0.04, "y": 0.1 }, "kind": "chart", "text": "Bandwidth per student (kbps)", "attrs": null, "canon": { "kind": { "name": "Chart", "slug": "chart", "status": "active", "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8", "version": 1, "description": "Quantitative chart." }, "tool": null, "subkind": { "name": "Horizontal bar chart", "slug": "bar-horizontal", "status": "active", "canonId": "019de52c-fec4-7221-986b-1cb5f5e84b1f", "version": 1, "description": null }, "framework": null }, "subkind": "bar-horizontal", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:02.911+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "a0b6f34c-c9a6-46ec-9ed8-fff9d87527f9", "parentComponentId": null }, { "bbox": { "h": 0.8, "w": 0.35, "x": 0.4, "y": 0.1 }, "kind": "chart", "text": "IT spend per student ($ / student)", "attrs": null, "canon": { "kind": { "name": "Chart", "slug": "chart", "status": "active", "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8", "version": 1, "description": "Quantitative chart." }, "tool": null, "subkind": { "name": "Horizontal bar chart", "slug": "bar-horizontal", "status": "active", "canonId": "019de52c-fec4-7221-986b-1cb5f5e84b1f", "version": 1, "description": null }, "framework": null }, "subkind": "bar-horizontal", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:02.911+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "b64994fd-2dc9-47d8-ae80-b8efd9cc28b9", "parentComponentId": null }, { "bbox": { "h": 0.02, "w": 0.2, "x": 0.65, "y": 0.03 }, "kind": "legend", "text": "Districts, Median, Boston", "attrs": null, "canon": { "kind": { "name": "Legend", "slug": "legend", "status": "active", "canonId": "31361933-3d22-4c70-bbad-0801e9fffc0c", "version": 1, "description": "Color/symbol decoder placed adjacent to a chart or diagram." }, "tool": null, "subkind": null, "framework": null }, "subkind": "legend", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:02.911+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "c69ecd86-7839-464a-9853-128f2fde3d4c", "parentComponentId": null }, { "bbox": { "h": 0.02, "w": 0.25, "x": 0.02, "y": 0.92 }, "kind": "other", "text": "1 Council of Great City Schools, 2012-2013", "attrs": null, "canon": { "kind": { "name": "Other", "slug": "other", "status": "active", "canonId": "019de52c-fa90-743c-8bf6-20d1fbe82b6d", "version": 1, "description": "Fallback when no canonical kind applies." }, "tool": null, "subkind": null, "framework": null }, "subkind": "source-note", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:02.911+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "80157bdd-a0c3-40dc-ba37-b57b14ccec67", "parentComponentId": null }, { "bbox": { "h": 0.04, "w": 0.55, "x": 0.02, "y": 0.03 }, "kind": "title", "text": "IT spend and performance lags other districts", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:02.911+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "102a63e9-b078-466c-8ecf-f885ba4e147d", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [ { "matchId": "5c1ee119-db2d-4b8a-a8a5-838a923bdad7", "evidence": "Comparison of Boston against peer districts across two key metrics.", "framework": null, "confidence": 0.9, "extraction": { "at": "2026-07-16 19:36:02.911+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 76, "frameworkName": "comparison_frame" } ], "arcBeats": [ { "to": 80, "arc": { "name": "The Consultant's Gambit", "slug": "consultants-gambit", "status": "active", "bestFor": "Business cases, project proposals, strategic recommendations", "canonId": "019dd956-5e0a-73c8-b305-81c38c959e9c", "version": 1, "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49", "structure": "Situation & Context -> Problem & Complication -> Solution & Approach -> Evidence & Proof -> Impact & Next Steps", "description": null, "familyLabel": null }, "from": 61, "name": "Impact & Next Steps", "beatId": "c7fcd2c1-46bc-4946-9d75-f343e68d2bc8", "matchId": "bb9d3fa1-87dc-4a72-92a6-fb31d2539016", "beatType": { "name": "Impact & Next Steps", "slug": "consultants-gambit-impact-next-steps", "status": "active", "canonId": "019dd9b8-0849-7728-9ee9-fd1609c4c655", "version": 1, "description": null }, "evidence": "The document outlines potential solutions and recommendations for BPS", "position": 3, "isPrimaryArc": true, "parentBeatType": { "name": "Resolution", "slug": "resolution", "status": "active", "canonId": "019dd9b8-045d-703b-8dd7-e92aba3ba91b", "version": 1, "description": "How the deck ends. Required in 19/20 arcs. The exception (Sparkline) ends with new bliss which is functionally a resolution." }, "alignedBlockIds": null, "matchConfidence": 0.8 } ], "loops": [], "locked": true }, { "page": 77, "type": "setup", "title": "RFP 25, FY14 data.", "function": "summarize", "rawType": "executive_summary", "block": null, "metadata": { "slideType": "executive_summary", "slideTypeCanon": { "name": "Executive summary", "slug": "executive_summary", "status": "active", "canonId": "019de52d-06be-73ff-81b3-f99fe7f0025e", "version": 1, "description": null }, "function": "summarize", "functionCanon": { "name": "Summarize", "slug": "summarize", "status": "active", "canonId": "019de52d-1541-704f-b86f-bf7b75056373", "version": 1, "description": null }, "density": "overcrowded", "densityScore": 83, "componentCount": 7, "textChars": 735, "nDataPoints": 12, "notes": "RFP 25, FY14 data.", "elementsJson": null, "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "at": "2026-07-16 19:36:03.271+00", "seconds": 3.058, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019f6b8e-e3f2-73cd-ba44-d930e8bf3977/77", "deck": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977", "deckAnchor": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977#slide-77", "deckJson": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977.json" }, "components": [ { "bbox": { "h": 0.1, "w": 0.98, "x": 0.01, "y": 0.0013 }, "kind": "list", "text": "Transportation is a strength of BPS, leveraging data-driven decision making, with results to show for efforts. Opportunities for cost savings are possible with policy changes and efforts around Special Education.", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:03.271+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "1fd5e518-6b61-4215-814c-a165caa70c72", "parentComponentId": null }, { "bbox": { "h": 0.25, "w": 0.98, "x": 0.01, "y": 0.65 }, "kind": "list", "text": "Opportunities: MBTA expansion for 6th/7th graders; Homebase policy changes; SPED in-district coordination; Parochial/charter transport savings.", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:03.271+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "a266e8a3-3cf7-442d-adfe-99af6ee8d2d2", "parentComponentId": null }, { "bbox": { "h": 0.25, "w": 0.48, "x": 0.5, "y": 0.3 }, "kind": "list", "text": "Challenges: $1,255/student (20% higher than peers); $109M budget; charter/parochial transport costs; SPED costs $51M; high driver wages; legacy costs.", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:03.271+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "b9849076-6962-4f88-93a8-0e8040df07e9", "parentComponentId": null }, { "bbox": { "h": 0.25, "w": 0.48, "x": 0.01, "y": 0.3 }, "kind": "list", "text": "Strengths: Moved bus ontime arrival from 65% to 90%; moved 8th graders to MBTA; refined distance metrics; tiered start times; CORI/SORI checks.", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:03.271+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "ea86b851-8cd8-4059-9ff6-0a2288f8a3fe", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.08, "x": 0.68, "y": 0.08 }, "kind": "metric", "text": "FY14: $109M", "attrs": null, "canon": { "kind": { "name": "Metric", "slug": "metric", "status": "active", "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d", "version": 1, "description": "Big-number or KPI value." }, "tool": null, "subkind": { "name": "Big number", "slug": "big-number", "status": "active", "canonId": "019de52c-fc70-70c8-b965-0584548a9204", "version": 1, "description": null }, "framework": null }, "subkind": "big-number", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:03.271+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "5c1427bc-01b3-4ece-94e4-0be78655f9eb", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.4, "x": 0.01, "y": 0.95 }, "kind": "other", "text": "Source: Interviews with BPS and City staff as well as BPS data", "attrs": null, "canon": { "kind": { "name": "Other", "slug": "other", "status": "active", "canonId": "019de52c-fa90-743c-8bf6-20d1fbe82b6d", "version": 1, "description": "Fallback when no canonical kind applies." }, "tool": null, "subkind": null, "framework": null }, "subkind": "source-note", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:03.271+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "4a9df659-4f10-40f3-a28c-39de775b0cc0", "parentComponentId": null }, { "bbox": { "h": 0.04, "w": 0.2, "x": 0.01, "y": 0.03 }, "kind": "title", "text": "Transportation", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:03.271+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "785ee6b8-f59b-4b11-a267-acfd8bdd4086", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [], "arcBeats": [ { "to": 80, "arc": { "name": "The Consultant's Gambit", "slug": "consultants-gambit", "status": "active", "bestFor": "Business cases, project proposals, strategic recommendations", "canonId": "019dd956-5e0a-73c8-b305-81c38c959e9c", "version": 1, "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49", "structure": "Situation & Context -> Problem & Complication -> Solution & Approach -> Evidence & Proof -> Impact & Next Steps", "description": null, "familyLabel": null }, "from": 61, "name": "Impact & Next Steps", "beatId": "c7fcd2c1-46bc-4946-9d75-f343e68d2bc8", "matchId": "bb9d3fa1-87dc-4a72-92a6-fb31d2539016", "beatType": { "name": "Impact & Next Steps", "slug": "consultants-gambit-impact-next-steps", "status": "active", "canonId": "019dd9b8-0849-7728-9ee9-fd1609c4c655", "version": 1, "description": null }, "evidence": "The document outlines potential solutions and recommendations for BPS", "position": 3, "isPrimaryArc": true, "parentBeatType": { "name": "Resolution", "slug": "resolution", "status": "active", "canonId": "019dd9b8-045d-703b-8dd7-e92aba3ba91b", "version": 1, "description": "How the deck ends. Required in 19/20 arcs. The exception (Sparkline) ends with new bliss which is functionally a resolution." }, "alignedBlockIds": null, "matchConfidence": 0.8 } ], "loops": [], "locked": true }, { "page": 78, "type": "setup", "title": "The slide uses a line chart to show performance improvement and a horizontal bar chart to show cost benchmarking.", "function": "compare_peers", "rawType": "peer_benchmark", "block": null, "metadata": { "slideType": "peer_benchmark", "slideTypeCanon": { "name": "Peer benchmark", "slug": "peer_benchmark", "status": "active", "canonId": "019de52d-08f0-7158-a78d-d7b5331fefaf", "version": 1, "description": null }, "function": "compare_peers", "functionCanon": { "name": "Compare peers", "slug": "compare_peers", "status": "active", "canonId": "019de52d-1453-72ba-a367-9ba3d34c1630", "version": 1, "description": null }, "density": "overcrowded", "densityScore": 78, "componentCount": 6, "textChars": 629, "nDataPoints": 80, "notes": "The slide uses a line chart to show performance improvement and a horizontal bar chart to show cost benchmarking.", "elementsJson": null, "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "at": "2026-07-16 19:36:03.317+00", "seconds": 2.912, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019f6b8e-e3f2-73cd-ba44-d930e8bf3977/78", "deck": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977", "deckAnchor": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977#slide-78", "deckJson": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977.json" }, "components": [ { "bbox": { "h": 0.1, "w": 0.35, "x": 0.1, "y": 0.83 }, "kind": "callout", "text": "By using data on bus leaving and arrival times, the transportation department, drove on-time bus arrivals from 65% to 90% over three months in 2011, where it has consistently stayed", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": null, "subkind": { "name": "Primary callout", "slug": "primary", "status": "active", "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d", "version": 1, "description": null }, "framework": null }, "subkind": "primary", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:03.317+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "2b2d4786-24dd-48ad-9c55-2f6c3feab34f", "parentComponentId": null }, { "bbox": { "h": 0.12, "w": 0.15, "x": 0.835, "y": 0.485 }, "kind": "callout", "text": "Boston's transportation is ~20% higher than peer districts. With a budget of $109M, further savings could be expected to net as much as $20M", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": null, "subkind": { "name": "Primary callout", "slug": "primary", "status": "active", "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d", "version": 1, "description": null }, "framework": null }, "subkind": "primary", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:03.317+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "466ff0fe-7f8f-4077-8c3b-f5f81cca61f1", "parentComponentId": null }, { "bbox": { "h": 0.6, "w": 0.45, "x": 0.5, "y": 0.185 }, "kind": "chart", "text": "Peer school district transportation costs", "attrs": null, "canon": { "kind": { "name": "Chart", "slug": "chart", "status": "active", "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8", "version": 1, "description": "Quantitative chart." }, "tool": null, "subkind": { "name": "Horizontal bar chart", "slug": "bar-horizontal", "status": "active", "canonId": "019de52c-fec4-7221-986b-1cb5f5e84b1f", "version": 1, "description": null }, "framework": null }, "subkind": "bar-horizontal", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:03.317+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "9baf2f57-91fa-400e-81d3-0f5011983178", "parentComponentId": null }, { "bbox": { "h": 0.6, "w": 0.45, "x": 0.03, "y": 0.185 }, "kind": "chart", "text": "Bus on time tracking", "attrs": null, "canon": { "kind": { "name": "Chart", "slug": "chart", "status": "active", "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8", "version": 1, "description": "Quantitative chart." }, "tool": null, "subkind": { "name": "Line chart", "slug": "line", "status": "active", "canonId": "019de52c-ff62-778f-8f6c-a952ceae8677", "version": 1, "description": null }, "framework": null }, "subkind": "line", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:03.317+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "a4586442-5dce-4370-be1c-6a52ce5c0757", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.95, "x": 0.03, "y": 0.95 }, "kind": "source-note", "text": "SOURCE: Operations department performance management; Council of Great City Schools DRAFT Pre-decisional - Proprietary and Confidential | 77", "attrs": null, "canon": { "kind": { "name": "Source note", "slug": "source-note", "status": "active", "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948", "version": 1, "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": "source-note", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:03.317+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "8e983214-358a-47f2-b0b8-053c50a5a516", "parentComponentId": null }, { "bbox": { "h": 0.08, "w": 0.8, "x": 0.03, "y": 0.03 }, "kind": "title", "text": "Transportation department is more expensive than peers, despite using data management to manage performance", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:03.317+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "211acd6b-4afe-420d-b11f-aaf82d87ba73", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [ { "matchId": "ad1c512e-45e5-41ed-a6e3-1f18532c9c84", "evidence": "Comparing Boston's performance and costs against peer districts.", "framework": null, "confidence": 0.9, "extraction": { "at": "2026-07-16 19:36:03.317+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 78, "frameworkName": "comparison_frame" } ], "arcBeats": [ { "to": 80, "arc": { "name": "The Consultant's Gambit", "slug": "consultants-gambit", "status": "active", "bestFor": "Business cases, project proposals, strategic recommendations", "canonId": "019dd956-5e0a-73c8-b305-81c38c959e9c", "version": 1, "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49", "structure": "Situation & Context -> Problem & Complication -> Solution & Approach -> Evidence & Proof -> Impact & Next Steps", "description": null, "familyLabel": null }, "from": 61, "name": "Impact & Next Steps", "beatId": "c7fcd2c1-46bc-4946-9d75-f343e68d2bc8", "matchId": "bb9d3fa1-87dc-4a72-92a6-fb31d2539016", "beatType": { "name": "Impact & Next Steps", "slug": "consultants-gambit-impact-next-steps", "status": "active", "canonId": "019dd9b8-0849-7728-9ee9-fd1609c4c655", "version": 1, "description": null }, "evidence": "The document outlines potential solutions and recommendations for BPS", "position": 3, "isPrimaryArc": true, "parentBeatType": { "name": "Resolution", "slug": "resolution", "status": "active", "canonId": "019dd9b8-045d-703b-8dd7-e92aba3ba91b", "version": 1, "description": "How the deck ends. Required in 19/20 arcs. The exception (Sparkline) ends with new bliss which is functionally a resolution." }, "alignedBlockIds": null, "matchConfidence": 0.8 } ], "loops": [], "locked": true }, { "page": 79, "type": "setup", "title": "The chart uses bubble size to represent transportation spending per student, with Boston (BPS) shown as a large dark blue bubble.", "function": "compare_peers", "rawType": "peer_benchmark", "block": null, "metadata": { "slideType": "peer_benchmark", "slideTypeCanon": { "name": "Peer benchmark", "slug": "peer_benchmark", "status": "active", "canonId": "019de52d-08f0-7158-a78d-d7b5331fefaf", "version": 1, "description": null }, "function": "compare_peers", "functionCanon": { "name": "Compare peers", "slug": "compare_peers", "status": "active", "canonId": "019de52d-1453-72ba-a367-9ba3d34c1630", "version": 1, "description": null }, "density": "dense", "densityScore": 52, "componentCount": 4, "textChars": 418, "nDataPoints": 18, "notes": "The chart uses bubble size to represent transportation spending per student, with Boston (BPS) shown as a large dark blue bubble.", "elementsJson": null, "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "at": "2026-07-16 19:36:03.275+00", "seconds": 2.68, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019f6b8e-e3f2-73cd-ba44-d930e8bf3977/79", "deck": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977", "deckAnchor": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977#slide-79", "deckJson": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977.json" }, "components": [ { "bbox": { "h": 0.7, "w": 0.9, "x": 0.05, "y": 0.15 }, "kind": "chart", "text": "Bubble chart showing district size vs CRPE choice score with bubble size as spend per student", "attrs": null, "canon": { "kind": { "name": "Chart", "slug": "chart", "status": "active", "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8", "version": 1, "description": "Quantitative chart." }, "tool": null, "subkind": { "name": "Bubble chart", "slug": "bubble", "status": "active", "canonId": "019de52d-00a4-756f-8978-8d5e48905dbc", "version": 1, "description": null }, "framework": null }, "subkind": "bubble", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:03.275+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "946285da-7dc6-445e-81fd-63a5606ec627", "parentComponentId": null }, { "bbox": { "h": 0.15, "w": 0.2, "x": 0.76, "y": 0.2 }, "kind": "legend", "text": "Size circle indicates level of transportation spending per student; FM = Franklin-McKinley, CA; SB = Spring Branch, TX", "attrs": null, "canon": { "kind": { "name": "Legend", "slug": "legend", "status": "active", "canonId": "31361933-3d22-4c70-bbad-0801e9fffc0c", "version": 1, "description": "Color/symbol decoder placed adjacent to a chart or diagram." }, "tool": null, "subkind": null, "framework": null }, "subkind": "legend", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:03.275+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "27825f74-1df1-4e36-9a18-1c743fa82449", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.4, "x": 0.03, "y": 0.95 }, "kind": "other", "text": "SOURCE: Choice dimension: Center for Reinventing Public Education (CRPE); Spend dimension: NCES 2008-09", "attrs": null, "canon": { "kind": { "name": "Other", "slug": "other", "status": "active", "canonId": "019de52c-fa90-743c-8bf6-20d1fbe82b6d", "version": 1, "description": "Fallback when no canonical kind applies." }, "tool": null, "subkind": null, "framework": null }, "subkind": "source-note", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:03.275+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "441fb3e6-d82a-44bf-a54b-8768c2861006", "parentComponentId": null }, { "bbox": { "h": 0.08, "w": 0.75, "x": 0.03, "y": 0.04 }, "kind": "title", "text": "BPS spends more per student on transportation than other “high choice” school districts as rated by CRPE", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:03.275+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "48091d07-f7ef-43cc-9a61-75f7a077414d", "parentComponentId": null } ], "metrics": [], "tools": [ { "tool": { "name": "Slide recipe: the peer-gap chart", "slug": "peer-gap-chart-recipe", "status": "active", "bestFor": null, "canonId": "019df269-2b04-75bc-ad85-e0179264bdd7", "version": 1, "bodyDocId": "019df269-2ae1-771d-9cd1-193a2e25f21c", "description": "The single most-copied slide in activism. This is the exact layout, used", "familyLabel": "slide-recipe", "categoryName": "Slide", "categorySlug": "slide" }, "agent": "designer", "layer": "slide", "agents": [ "designer" ], "matchId": "c7978a56-8261-450b-b20e-19a40964adf2", "evidence": "Bubble chart showing district size vs CRPE choice score with bubble size as spend per student", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.8, "extraction": { "at": "2026-07-17 02:11:21.652894+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 79, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null } ], "frameworks": [ { "matchId": "30ad319f-da22-4822-8288-08cd427fbca1", "evidence": "Visual representation of three variables using bubble size on a 2D plane", "framework": null, "confidence": 0.9, "extraction": { "at": "2026-07-16 19:36:03.275+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 79, "frameworkName": "bubble-chart" } ], "arcBeats": [ { "to": 80, "arc": { "name": "The Consultant's Gambit", "slug": "consultants-gambit", "status": "active", "bestFor": "Business cases, project proposals, strategic recommendations", "canonId": "019dd956-5e0a-73c8-b305-81c38c959e9c", "version": 1, "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49", "structure": "Situation & Context -> Problem & Complication -> Solution & Approach -> Evidence & Proof -> Impact & Next Steps", "description": null, "familyLabel": null }, "from": 61, "name": "Impact & Next Steps", "beatId": "c7fcd2c1-46bc-4946-9d75-f343e68d2bc8", "matchId": "bb9d3fa1-87dc-4a72-92a6-fb31d2539016", "beatType": { "name": "Impact & Next Steps", "slug": "consultants-gambit-impact-next-steps", "status": "active", "canonId": "019dd9b8-0849-7728-9ee9-fd1609c4c655", "version": 1, "description": null }, "evidence": "The document outlines potential solutions and recommendations for BPS", "position": 3, "isPrimaryArc": true, "parentBeatType": { "name": "Resolution", "slug": "resolution", "status": "active", "canonId": "019dd9b8-045d-703b-8dd7-e92aba3ba91b", "version": 1, "description": "How the deck ends. Required in 19/20 arcs. The exception (Sparkline) ends with new bliss which is functionally a resolution." }, "alignedBlockIds": null, "matchConfidence": 0.8 } ], "loops": [], "locked": true }, { "page": 80, "type": "setup", "title": "The slide outlines specific financial opportunities related to over-identification, staffing ratios, private placement, and transportation.", "function": "summarize", "rawType": "executive_summary", "block": null, "metadata": { "slideType": "executive_summary", "slideTypeCanon": { "name": "Executive summary", "slug": "executive_summary", "status": "active", "canonId": "019de52d-06be-73ff-81b3-f99fe7f0025e", "version": 1, "description": null }, "function": "summarize", "functionCanon": { "name": "Summarize", "slug": "summarize", "status": "active", "canonId": "019de52d-1541-704f-b86f-bf7b75056373", "version": 1, "description": null }, "density": "overcrowded", "densityScore": 85, "componentCount": 7, "textChars": 837, "nDataPoints": 14, "notes": "The slide outlines specific financial opportunities related to over-identification, staffing ratios, private placement, and transportation.", "elementsJson": null, "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "at": "2026-07-16 19:36:03.732+00", "seconds": 2.985, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019f6b8e-e3f2-73cd-ba44-d930e8bf3977/80", "deck": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977", "deckAnchor": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977#slide-80", "deckJson": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977.json" }, "components": [ { "bbox": { "h": 0.15, "w": 0.47, "x": 0.51, "y": 0.3 }, "kind": "list", "text": "Challenges: Currently 20% of BPS students are identified SWD... Special education funds are more than a quarter of BPS budget... Private placements and transportation account for 15% and 17% of the SPED budget", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:03.732+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "07c82dd0-3b98-40d8-8e76-67a5a24817fb", "parentComponentId": null }, { "bbox": { "h": 0.12, "w": 0.48, "x": 0.02, "y": 0.3 }, "kind": "list", "text": "Strengths: Planning to move 30-50% of students... General education students in inclusionary environments perform up to 3x better...", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:03.732+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "2226fa3c-9f76-42b7-a289-ac390de251ee", "parentComponentId": null }, { "bbox": { "h": 0.12, "w": 0.96, "x": 0.02, "y": 0.13 }, "kind": "list", "text": "Summary points: More than a quarter of the BPS budget... Recent focus on moving Special Needs students to inclusive environments... Separation of SPED from general academics...", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:03.732+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "38590e60-d709-40db-bf97-8f266a43d845", "parentComponentId": null }, { "bbox": { "h": 0.42, "w": 0.96, "x": 0.02, "y": 0.49 }, "kind": "list", "text": "Opportunities and potential impacts: Over-identification ($10-13M), Paraprofessionals and clerks ($1.4-2.8M, $8M, $2.75M), Private placement ($4.1M), Transportation ($4.5M), Organization", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:03.732+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "aea55ac2-b0a4-4f6b-9b1c-bb137af0cd49", "parentComponentId": null }, { "bbox": { "h": 0.02, "w": 0.35, "x": 0.02, "y": 0.91 }, "kind": "other", "text": "1 SPED City Council presentation on inclusion June 2014", "attrs": null, "canon": { "kind": { "name": "Other", "slug": "other", "status": "active", "canonId": "019de52c-fa90-743c-8bf6-20d1fbe82b6d", "version": 1, "description": "Fallback when no canonical kind applies." }, "tool": null, "subkind": null, "framework": null }, "subkind": "source-note", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:03.732+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "19b03a88-89f3-4aac-bc56-98e4b020ee80", "parentComponentId": null }, { "bbox": { "h": 0.02, "w": 0.35, "x": 0.02, "y": 0.96 }, "kind": "other", "text": "Source: Interviews with BPS and City staff as well as BPS data", "attrs": null, "canon": { "kind": { "name": "Other", "slug": "other", "status": "active", "canonId": "019de52c-fa90-743c-8bf6-20d1fbe82b6d", "version": 1, "description": "Fallback when no canonical kind applies." }, "tool": null, "subkind": null, "framework": null }, "subkind": "source-note", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:03.732+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "ac9913c0-0df6-4150-bb16-5b234e53b750", "parentComponentId": null }, { "bbox": { "h": 0.04, "w": 0.25, "x": 0.02, "y": 0.03 }, "kind": "title", "text": "Special education", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:03.732+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "86c5d65e-85f2-4597-8d88-61606cc78ed4", "parentComponentId": null } ], "metrics": [], "tools": [ { "tool": { "name": "Executive summary", "slug": "executive-summary", "status": "active", "bestFor": null, "canonId": "019dd9e1-4b63-72d5-9734-da757d91ca61", "version": 1, "bodyDocId": null, "description": "A condensed view of the entire argument on a single slide / block.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "791dac32-a690-4848-9362-6e8d55e4b8d3", "evidence": "list/bullet: Challenges: Currently 20% of BPS students are identified SWD... Special education funds are more than a quarter of BPS budget...", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.9, "extraction": { "at": "2026-07-17 02:11:21.720934+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 80, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null } ], "frameworks": [], "arcBeats": [ { "to": 80, "arc": { "name": "The Consultant's Gambit", "slug": "consultants-gambit", "status": "active", "bestFor": "Business cases, project proposals, strategic recommendations", "canonId": "019dd956-5e0a-73c8-b305-81c38c959e9c", "version": 1, "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49", "structure": "Situation & Context -> Problem & Complication -> Solution & Approach -> Evidence & Proof -> Impact & Next Steps", "description": null, "familyLabel": null }, "from": 61, "name": "Impact & Next Steps", "beatId": "c7fcd2c1-46bc-4946-9d75-f343e68d2bc8", "matchId": "bb9d3fa1-87dc-4a72-92a6-fb31d2539016", "beatType": { "name": "Impact & Next Steps", "slug": "consultants-gambit-impact-next-steps", "status": "active", "canonId": "019dd9b8-0849-7728-9ee9-fd1609c4c655", "version": 1, "description": null }, "evidence": "The document outlines potential solutions and recommendations for BPS", "position": 3, "isPrimaryArc": true, "parentBeatType": { "name": "Resolution", "slug": "resolution", "status": "active", "canonId": "019dd9b8-045d-703b-8dd7-e92aba3ba91b", "version": 1, "description": "How the deck ends. Required in 19/20 arcs. The exception (Sparkline) ends with new bliss which is functionally a resolution." }, "alignedBlockIds": null, "matchConfidence": 0.8 } ], "loops": [], "locked": true }, { "page": 81, "type": "setup", "title": "The chart highlights a 21% variance for BPS compared to peers.", "function": "compare_peers", "rawType": "peer_benchmark", "block": null, "metadata": { "slideType": "peer_benchmark", "slideTypeCanon": { "name": "Peer benchmark", "slug": "peer_benchmark", "status": "active", "canonId": "019de52d-08f0-7158-a78d-d7b5331fefaf", "version": 1, "description": null }, "function": "compare_peers", "functionCanon": { "name": "Compare peers", "slug": "compare_peers", "status": "active", "canonId": "019de52d-1453-72ba-a367-9ba3d34c1630", "version": 1, "description": null }, "density": "dense", "densityScore": 51, "componentCount": 5, "textChars": 231, "nDataPoints": 30, "notes": "The chart highlights a 21% variance for BPS compared to peers.", "elementsJson": null, "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "at": "2026-07-16 19:36:03.59+00", "seconds": 2.766, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019f6b8e-e3f2-73cd-ba44-d930e8bf3977/81", "deck": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977", "deckAnchor": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977#slide-81", "deckJson": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977.json" }, "components": [ { "bbox": { "h": 0.06, "w": 0.06, "x": 0.87, "y": 0.3 }, "kind": "callout", "text": "-21%", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": null, "subkind": { "name": "Primary callout", "slug": "primary", "status": "active", "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d", "version": 1, "description": null }, "framework": null }, "subkind": "primary", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:03.59+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "101f3c6e-315c-4c09-b952-7a5a21386b5f", "parentComponentId": null }, { "bbox": { "h": 0.7, "w": 0.96, "x": 0.02, "y": 0.18 }, "kind": "chart", "text": "Percentage of SPED students by district", "attrs": null, "canon": { "kind": { "name": "Chart", "slug": "chart", "status": "active", "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8", "version": 1, "description": "Quantitative chart." }, "tool": null, "subkind": { "name": "Grouped bar chart", "slug": "bar-grouped", "status": "active", "canonId": "019de52c-ff3b-751e-a8ff-f21ff11097b1", "version": 1, "description": null }, "framework": null }, "subkind": "bar-grouped", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:03.59+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "c5801bcc-c2d6-41a3-978d-2c3667ad8f6f", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.25, "x": 0.73, "y": 0.2 }, "kind": "legend", "text": "2010 - 2011, 2012 - 2013", "attrs": null, "canon": { "kind": { "name": "Legend", "slug": "legend", "status": "active", "canonId": "31361933-3d22-4c70-bbad-0801e9fffc0c", "version": 1, "description": "Color/symbol decoder placed adjacent to a chart or diagram." }, "tool": null, "subkind": null, "framework": null }, "subkind": "legend", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:03.59+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "f1c8e63e-5bb0-465f-9cdb-9d7b07599a59", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.25, "x": 0.02, "y": 0.95 }, "kind": "other", "text": "SOURCE: NCES 2010-11, 2012 - 2013", "attrs": null, "canon": { "kind": { "name": "Other", "slug": "other", "status": "active", "canonId": "019de52c-fa90-743c-8bf6-20d1fbe82b6d", "version": 1, "description": "Fallback when no canonical kind applies." }, "tool": null, "subkind": null, "framework": null }, "subkind": "source-note", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:03.59+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "af13749d-523b-4735-91b5-6c083e855a00", "parentComponentId": null }, { "bbox": { "h": 0.08, "w": 0.9, "x": 0.02, "y": 0.04 }, "kind": "title", "text": "Special education benchmarking shows BPS has 21% more special education students than peer districts, with little change since 2010", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:03.59+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "9b87cdf7-03de-424b-bd4c-eaded99fe5d6", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [ { "matchId": "d6ecbdc1-5bca-4116-ace9-09876fc9df0e", "evidence": "Comparison of BPS against peer districts across quantitative metrics.", "framework": null, "confidence": 0.9, "extraction": { "at": "2026-07-16 19:36:03.59+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 81, "frameworkName": "peer_benchmark" } ], "arcBeats": [], "loops": [ { "to": 84, "from": 81, "loop": { "name": "02_pattern_hunter", "slug": "02-pattern-hunter", "status": "active", "bestFor": "Time-pressed audiences, building consensus, when data is strong", "canonId": "019dd956-6695-771a-be2e-f1748ef041a4", "version": 1, "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21", "structure": "Evidence A -> Evidence B -> Evidence C -> Pattern/Conclusion", "description": "Group multiple pieces of evidence that together point to a pattern or conclusion", "familyLabel": null }, "matchId": "4c0a6500-3449-43bb-8b73-5039837202ec", "evidence": "The document analyzes special education spending and classification rates across BPS schools", "position": 1, "objective": "Identify patterns in special education costs and classification", "confidence": 0.6, "extraction": { "at": "2026-07-16 23:17:59.599254+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": "doc-narrative-v1" } } ], "locked": true }, { "page": 82, "type": "tension", "title": "Includes RFP 25 identifier and DRAFT status.", "function": "frame_problem", "rawType": "problem_statement", "block": null, "metadata": { "slideType": "problem_statement", "slideTypeCanon": { "name": "Problem statement", "slug": "problem_statement", "status": "active", "canonId": "019de52d-0879-768d-bba8-8da8a5a121d4", "version": 1, "description": null }, "function": "frame_problem", "functionCanon": { "name": "Frame problem", "slug": "frame_problem", "status": "active", "canonId": "019de52d-13db-753e-ad70-e9b2d0dab398", "version": 1, "description": null }, "density": "dense", "densityScore": 70, "componentCount": 5, "textChars": 745, "nDataPoints": 12, "notes": "Includes RFP 25 identifier and DRAFT status.", "elementsJson": null, "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "at": "2026-07-16 19:36:03.76+00", "seconds": 2.79, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019f6b8e-e3f2-73cd-ba44-d930e8bf3977/82", "deck": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977", "deckAnchor": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977#slide-82", "deckJson": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977.json" }, "components": [ { "bbox": { "h": 0.08, "w": 0.96, "x": 0.02, "y": 0.16 }, "kind": "list", "text": "Facilities department has outdated information on state of buildings, with tracking that has not been updated in at least 5 years. As much as $600M in deferred maintenance and potentially as much as $4B in needed renovations across the system", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:03.76+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "585a047f-76d9-4964-9d81-8b5eda23f640", "parentComponentId": null }, { "bbox": { "h": 0.25, "w": 0.96, "x": 0.02, "y": 0.3 }, "kind": "list", "text": "Strengths: Despite tremendous budget shortfalls, much of day-to-day needs are addressed. Challenges: Lost system for tracking assets in 2009, manual work orders, $600M deferred maintenance vs $52M budget, $20M on custodians, 12M sq ft in schools, 503 employees.", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:03.76+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "693a8259-937c-43e3-b5ce-d782d2a79baa", "parentComponentId": null }, { "bbox": { "h": 0.25, "w": 0.96, "x": 0.02, "y": 0.65 }, "kind": "list", "text": "Consolidation of contractors: economies of scale. Outsource maintenance: 20-30% savings ($10-$15M). Energy management: $20M spend, 10% efficiency = $2M savings.", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:03.76+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "c6a871a8-0af1-4d18-aba1-67c385566896", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.4, "x": 0.02, "y": 0.95 }, "kind": "other", "text": "Source: Interviews with BPS and City staff as well as BPS data", "attrs": null, "canon": { "kind": { "name": "Other", "slug": "other", "status": "active", "canonId": "019de52c-fa90-743c-8bf6-20d1fbe82b6d", "version": 1, "description": "Fallback when no canonical kind applies." }, "tool": null, "subkind": null, "framework": null }, "subkind": "source-note", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:03.76+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "b8591240-223d-45fa-9e32-b778cef520c0", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.3, "x": 0.02, "y": 0.03 }, "kind": "title", "text": "Building maintenance", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:03.76+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "0ebcb10c-38d7-4c9c-80a7-f750d9a1e342", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [], "arcBeats": [], "loops": [ { "to": 84, "from": 81, "loop": { "name": "02_pattern_hunter", "slug": "02-pattern-hunter", "status": "active", "bestFor": "Time-pressed audiences, building consensus, when data is strong", "canonId": "019dd956-6695-771a-be2e-f1748ef041a4", "version": 1, "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21", "structure": "Evidence A -> Evidence B -> Evidence C -> Pattern/Conclusion", "description": "Group multiple pieces of evidence that together point to a pattern or conclusion", "familyLabel": null }, "matchId": "4c0a6500-3449-43bb-8b73-5039837202ec", "evidence": "The document analyzes special education spending and classification rates across BPS schools", "position": 1, "objective": "Identify patterns in special education costs and classification", "confidence": 0.6, "extraction": { "at": "2026-07-16 23:17:59.599254+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": "doc-narrative-v1" } } ], "locked": true }, { "page": 83, "type": "analysis", "title": "The slide uses a structured layout to contrast current state (strengths/challenges) with future opportunities.", "function": "analyze_data", "rawType": "executive_summary", "block": null, "metadata": { "slideType": "executive_summary", "slideTypeCanon": { "name": "Executive summary", "slug": "executive_summary", "status": "active", "canonId": "019de52d-06be-73ff-81b3-f99fe7f0025e", "version": 1, "description": null }, "function": "analyze_data", "functionCanon": { "name": "Analyze data", "slug": "analyze_data", "status": "active", "canonId": "019de52d-1590-7413-8c82-cc218cff40b4", "version": 1, "description": null }, "density": "overcrowded", "densityScore": 77, "componentCount": 6, "textChars": 813, "nDataPoints": 2, "notes": "The slide uses a structured layout to contrast current state (strengths/challenges) with future opportunities.", "elementsJson": null, "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "at": "2026-07-16 19:36:04.638+00", "seconds": 3.647, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019f6b8e-e3f2-73cd-ba44-d930e8bf3977/83", "deck": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977", "deckAnchor": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977#slide-83", "deckJson": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977.json" }, "components": [ { "bbox": { "h": 0.2, "w": 0.96, "x": 0.02, "y": 0.65 }, "kind": "list", "text": "Opportunities: Implement regular KPI tracking; adopt 'City Stat' or 'School Stats' management techniques; leverage city OIT resources or build internal systems.", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:04.638+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "2850c7a7-959a-4a7b-a9fc-2f240f8216ba", "parentComponentId": null }, { "bbox": { "h": 0.18, "w": 0.48, "x": 0.02, "y": 0.3 }, "kind": "list", "text": "Strengths: Focus on generating/delivering data to schools; schools use data; transportation bus on-time rates improved from 65-90% in 2011.", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:04.638+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "46e07ba1-09d0-43cb-954c-fdb8e535abe5", "parentComponentId": null }, { "bbox": { "h": 0.08, "w": 0.96, "x": 0.02, "y": 0.13 }, "kind": "list", "text": "BPS has developed adequate systems for tracking school-level data, but does not always use this data to manage for outcomes. BPS uses practically no data internally to manage central office and make strategic and operational decisions.", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:04.638+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "6f223ad8-313e-4b4a-bb36-44810addee40", "parentComponentId": null }, { "bbox": { "h": 0.18, "w": 0.48, "x": 0.51, "y": 0.3 }, "kind": "list", "text": "Challenges: Performance office scaled back; non-existent data collection in central office; lack of KPI tracking for chiefs; few IT systems for operational data.", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:04.638+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "74397340-77bb-43d1-a439-9b5b79867804", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.35, "x": 0.02, "y": 0.95 }, "kind": "other", "text": "Source: Interviews with BPS and City staff as well as BPS data", "attrs": null, "canon": { "kind": { "name": "Other", "slug": "other", "status": "active", "canonId": "019de52c-fa90-743c-8bf6-20d1fbe82b6d", "version": 1, "description": "Fallback when no canonical kind applies." }, "tool": null, "subkind": null, "framework": null }, "subkind": "source-note", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:04.638+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "ee583106-81e8-40dd-ae88-93d90559080c", "parentComponentId": null }, { "bbox": { "h": 0.08, "w": 0.45, "x": 0.02, "y": 0.03 }, "kind": "title", "text": "Performance and quality objectives and measurement tools", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:04.638+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "bd8daed0-dc30-48e9-8de8-bbb79bbb1ba1", "parentComponentId": null } ], "metrics": [], "tools": [ { "tool": { "name": "Executive summary", "slug": "executive-summary", "status": "active", "bestFor": null, "canonId": "019dd9e1-4b63-72d5-9734-da757d91ca61", "version": 1, "bodyDocId": null, "description": "A condensed view of the entire argument on a single slide / block.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "e87f4bef-749c-42b4-8324-fba820e9b6ee", "evidence": "list/bullet: BPS has developed adequate systems for tracking school-level data, but does not always use this data to manage for outcomes.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.9, "extraction": { "at": "2026-07-17 02:11:21.854658+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 83, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null } ], "frameworks": [], "arcBeats": [], "loops": [ { "to": 84, "from": 81, "loop": { "name": "02_pattern_hunter", "slug": "02-pattern-hunter", "status": "active", "bestFor": "Time-pressed audiences, building consensus, when data is strong", "canonId": "019dd956-6695-771a-be2e-f1748ef041a4", "version": 1, "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21", "structure": "Evidence A -> Evidence B -> Evidence C -> Pattern/Conclusion", "description": "Group multiple pieces of evidence that together point to a pattern or conclusion", "familyLabel": null }, "matchId": "4c0a6500-3449-43bb-8b73-5039837202ec", "evidence": "The document analyzes special education spending and classification rates across BPS schools", "position": 1, "objective": "Identify patterns in special education costs and classification", "confidence": 0.6, "extraction": { "at": "2026-07-16 23:17:59.599254+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": "doc-narrative-v1" } } ], "locked": true }, { "page": 84, "type": "setup", "function": "front_matter", "rawType": "table_of_contents", "block": null, "metadata": { "slideType": "table_of_contents", "slideTypeCanon": { "name": "Table of contents", "slug": "table_of_contents", "status": "active", "canonId": "019de52d-0643-721b-9b85-69676bb85cf8", "version": 1, "description": null }, "function": "front_matter", "functionCanon": { "name": "Front matter", "slug": "front_matter", "status": "active", "canonId": "019de52d-133d-73f0-9e26-201eda96b098", "version": 1, "description": null }, "density": "sparse", "densityScore": 17, "componentCount": 2, "textChars": 236, "nDataPoints": 0, "notes": null, "elementsJson": null, "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "at": "2026-07-16 19:36:03.438+00", "seconds": 2.015, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019f6b8e-e3f2-73cd-ba44-d930e8bf3977/84", "deck": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977", "deckAnchor": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977#slide-84", "deckJson": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977.json" }, "components": [ { "bbox": { "h": 0.638, "w": 0.285, "x": 0.358, "y": 0.195 }, "kind": "list", "text": "Executive summary\nSystem overview\nPhase I: Scan of 25 RFP areas\n- Cross-BPS themes\n- Framework for RFP 25\n- RFP areas for possible deep dive\n- Other RFP areas\nPhase II: Area deep dives\nPhase III: Capturing opportunities\nAppendix", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:03.438+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "3c51fdfc-46c2-4fc4-b2e3-0b8e1bb70953", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.12, "x": 0.12, "y": 0.04 }, "kind": "title", "text": "Contents", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:03.438+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "ea5156a0-4ef3-42cc-927b-602fed2fb00b", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [], "arcBeats": [], "loops": [ { "to": 84, "from": 81, "loop": { "name": "02_pattern_hunter", "slug": "02-pattern-hunter", "status": "active", "bestFor": "Time-pressed audiences, building consensus, when data is strong", "canonId": "019dd956-6695-771a-be2e-f1748ef041a4", "version": 1, "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21", "structure": "Evidence A -> Evidence B -> Evidence C -> Pattern/Conclusion", "description": "Group multiple pieces of evidence that together point to a pattern or conclusion", "familyLabel": null }, "matchId": "4c0a6500-3449-43bb-8b73-5039837202ec", "evidence": "The document analyzes special education spending and classification rates across BPS schools", "position": 1, "objective": "Identify patterns in special education costs and classification", "confidence": 0.6, "extraction": { "at": "2026-07-16 23:17:59.599254+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": "doc-narrative-v1" } } ], "locked": true }, { "page": 85, "type": "resolution", "title": "The slide uses a color-coded legend (red triangle, yellow diamond, green triangle) to categorize performance, though only the yellow diamond is used in this spe", "function": "summarize", "rawType": "key_takeaways", "block": null, "metadata": { "slideType": "key_takeaways", "slideTypeCanon": { "name": "Key takeaways", "slug": "key_takeaways", "status": "active", "canonId": "019de52d-06e7-7674-a891-9f7de3b11b6d", "version": 1, "description": null }, "function": "summarize", "functionCanon": { "name": "Summarize", "slug": "summarize", "status": "active", "canonId": "019de52d-1541-704f-b86f-bf7b75056373", "version": 1, "description": null }, "density": "dense", "densityScore": 57, "componentCount": 5, "textChars": 530, "nDataPoints": 0, "notes": "The slide uses a color-coded legend (red triangle, yellow diamond, green triangle) to categorize performance, though only the yellow diamond is used in this specific view.", "elementsJson": null, "confidence": 0.95, "extraction": { "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "at": "2026-07-16 19:36:04.482+00", "seconds": 2.729, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019f6b8e-e3f2-73cd-ba44-d930e8bf3977/85", "deck": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977", "deckAnchor": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977#slide-85", "deckJson": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977.json" }, "components": [ { "bbox": { "h": 0.06, "w": 0.3, "x": 0.58, "y": 0.16 }, "kind": "callout", "text": "Stable, with opportunity", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": null, "subkind": { "name": "Primary callout", "slug": "primary", "status": "active", "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d", "version": 1, "description": null }, "framework": null }, "subkind": "primary", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:04.482+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "b595dfdb-05d0-4362-8316-f701a7e5317a", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.4, "x": 0.55, "y": 0.05 }, "kind": "legend", "text": "Challenge (red), Stable with opportunity (yellow), Area of strength (green)", "attrs": null, "canon": { "kind": { "name": "Legend", "slug": "legend", "status": "active", "canonId": "31361933-3d22-4c70-bbad-0801e9fffc0c", "version": 1, "description": "Color/symbol decoder placed adjacent to a chart or diagram." }, "tool": null, "subkind": null, "framework": null }, "subkind": "legend", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:04.482+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "523ce372-6074-4cef-ba6c-96e3b39c9503", "parentComponentId": null }, { "bbox": { "h": 0.08, "w": 0.5, "x": 0.03, "y": 0.16 }, "kind": "subtitle", "text": "Academic student support (i. curriculum, j. SPED, k. student assignment, q. parent engagement, r. ELL)", "attrs": null, "canon": { "kind": { "name": "Subtitle", "slug": "subtitle", "status": "active", "canonId": "82d821ee-2793-42e7-8f16-c6131385a3ce", "version": 1, "description": "Header-zone supporting text near the title (= ex body.description with bbox)." }, "tool": null, "subkind": null, "framework": null }, "subkind": "subtitle", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:04.482+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "baffaa8d-65ce-4326-ac99-81e7f2927656", "parentComponentId": null }, { "bbox": { "h": 0.65, "w": 0.95, "x": 0.03, "y": 0.25 }, "kind": "table", "text": "Overall: Good bones, struggles to meet children where they are. Strengths: Strong principals, SPED inclusion model, parent engagement, student choice. Challenges: SPED classification, lack of coordination, compliance focus, principal autonomy, curriculum.", "attrs": null, "canon": { "kind": { "name": "Table", "slug": "table", "status": "active", "canonId": "019de52c-f9c8-7148-8119-eaac9594cd28", "version": 1, "description": "Tabular data layout." }, "tool": null, "subkind": { "name": "Data table", "slug": "data", "status": "active", "canonId": "019de52d-02d5-75b8-8abf-88e92bf63569", "version": 1, "description": null }, "framework": null }, "subkind": "data", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:04.482+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "4f0f1b75-acc2-4d89-b524-e16983ead470", "parentComponentId": null }, { "bbox": { "h": 0.08, "w": 0.6, "x": 0.02, "y": 0.03 }, "kind": "title", "text": "In discreet areas, BPS is a mixed bag of strengths and opportunities (1/6)", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:04.482+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "d555e66a-58cc-4618-bf0b-0c8e3da1a37f", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [], "arcBeats": [], "loops": [], "locked": true }, { "page": 86, "type": "analysis", "title": "The slide uses a color-coded legend (red, yellow, green) to categorize organizational areas.", "function": "analyze_data", "rawType": "comparison_table", "block": null, "metadata": { "slideType": "comparison_table", "slideTypeCanon": { "name": "Comparison table", "slug": "comparison_table", "status": "active", "canonId": "019de52d-0a06-73f8-8813-fe022fab1de2", "version": 1, "description": null }, "function": "analyze_data", "functionCanon": { "name": "Analyze data", "slug": "analyze_data", "status": "active", "canonId": "019de52d-1590-7413-8c82-cc218cff40b4", "version": 1, "description": null }, "density": "balanced", "densityScore": 29, "componentCount": 3, "textChars": 299, "nDataPoints": 0, "notes": "The slide uses a color-coded legend (red, yellow, green) to categorize organizational areas.", "elementsJson": null, "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "at": "2026-07-16 19:36:04.194+00", "seconds": 2.409, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019f6b8e-e3f2-73cd-ba44-d930e8bf3977/86", "deck": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977", "deckAnchor": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977#slide-86", "deckJson": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977.json" }, "components": [ { "bbox": { "h": 0.03, "w": 0.4, "x": 0.57, "y": 0.08 }, "kind": "legend", "text": "Challenge (red), Stable, with opportunity (yellow), Area of strength (green)", "attrs": null, "canon": { "kind": { "name": "Legend", "slug": "legend", "status": "active", "canonId": "31361933-3d22-4c70-bbad-0801e9fffc0c", "version": 1, "description": "Color/symbol decoder placed adjacent to a chart or diagram." }, "tool": null, "subkind": null, "framework": null }, "subkind": "legend", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:04.194+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "2b322d9f-4a75-4e88-8621-b13e70205d69", "parentComponentId": null }, { "bbox": { "h": 0.75, "w": 0.96, "x": 0.02, "y": 0.155 }, "kind": "table", "text": "Talent management (a. personnel policies, b. contracts, c. hiring, d. responsibility delineation, e. instructional staff, s. licensing, t. CORI/SORI)", "attrs": null, "canon": { "kind": { "name": "Table", "slug": "table", "status": "active", "canonId": "019de52c-f9c8-7148-8119-eaac9594cd28", "version": 1, "description": "Tabular data layout." }, "tool": null, "subkind": { "name": "Data table", "slug": "data", "status": "active", "canonId": "019de52d-02d5-75b8-8abf-88e92bf63569", "version": 1, "description": null }, "framework": null }, "subkind": "data", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:04.194+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "3fd45967-d264-47f4-8a19-7947d7f193a4", "parentComponentId": null }, { "bbox": { "h": 0.08, "w": 0.6, "x": 0.02, "y": 0.03 }, "kind": "title", "text": "In discreet areas, BPS is a mixed bag of strengths and opportunities (2/6)", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:04.194+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "9b456551-0820-48c1-9823-43bd91e398e1", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [ { "matchId": "1dd00e3a-8c63-4f6f-baea-4088b3e3e729", "evidence": "The slide performs a diagnostic assessment of a specific organizational function (Talent Management) using a qualitative rating system.", "framework": null, "confidence": 0.8, "extraction": { "at": "2026-07-16 19:36:04.194+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 86, "frameworkName": "diagnostic-test" } ], "arcBeats": [], "loops": [], "locked": true }, { "page": 87, "type": "resolution", "function": "summarize", "rawType": "key_takeaways", "block": null, "metadata": { "slideType": "key_takeaways", "slideTypeCanon": { "name": "Key takeaways", "slug": "key_takeaways", "status": "active", "canonId": "019de52d-06e7-7674-a891-9f7de3b11b6d", "version": 1, "description": null }, "function": "summarize", "functionCanon": { "name": "Summarize", "slug": "summarize", "status": "active", "canonId": "019de52d-1541-704f-b86f-bf7b75056373", "version": 1, "description": null }, "density": "dense", "densityScore": 54, "componentCount": 4, "textChars": 775, "nDataPoints": 0, "notes": null, "elementsJson": null, "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "at": "2026-07-16 19:36:04.939+00", "seconds": 2.593, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019f6b8e-e3f2-73cd-ba44-d930e8bf3977/87", "deck": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977", "deckAnchor": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977#slide-87", "deckJson": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977.json" }, "components": [ { "bbox": { "h": 0.1, "w": 0.55, "x": 0.03, "y": 0.15 }, "kind": "callout", "text": "Non-academic student supports (l. transportation, m. food service, p. extracurriculars, u. security)", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": null, "subkind": { "name": "Primary callout", "slug": "primary", "status": "active", "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d", "version": 1, "description": null }, "framework": null }, "subkind": "primary", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:04.939+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "efe865ce-7cdd-4fae-913a-e7cc39e08dfb", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.4, "x": 0.55, "y": 0.05 }, "kind": "legend", "text": "Challenge, Stable, with opportunity, Area of strength", "attrs": null, "canon": { "kind": { "name": "Legend", "slug": "legend", "status": "active", "canonId": "31361933-3d22-4c70-bbad-0801e9fffc0c", "version": 1, "description": "Color/symbol decoder placed adjacent to a chart or diagram." }, "tool": null, "subkind": null, "framework": null }, "subkind": "legend", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:04.939+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "9d92c74a-2412-4e5c-9a1a-41563111cdb4", "parentComponentId": null }, { "bbox": { "h": 0.6, "w": 0.95, "x": 0.03, "y": 0.28 }, "kind": "table", "text": "Overall: New thinking and momentum in operations leading to savings and efficiency improvements; Rigor of data and evaluation not applied across all operations. Strengths: Arrests and incidences in schools on downward trajectory; Transportation routes and operations drastically improved; Partnerships beginning to add rigor to annual evaluations of partners. Challenges: Continually running lossmaking food services department; Transportation policies losing money due to legacy policies; Partnerships driven by relationships, not proven outcomes.", "attrs": null, "canon": { "kind": { "name": "Table", "slug": "table", "status": "active", "canonId": "019de52c-f9c8-7148-8119-eaac9594cd28", "version": 1, "description": "Tabular data layout." }, "tool": null, "subkind": { "name": "Data table", "slug": "data", "status": "active", "canonId": "019de52d-02d5-75b8-8abf-88e92bf63569", "version": 1, "description": null }, "framework": null }, "subkind": "data", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:04.939+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "323a4f88-f731-42dd-a056-5bf6d36096c6", "parentComponentId": null }, { "bbox": { "h": 0.1, "w": 0.65, "x": 0.03, "y": 0.03 }, "kind": "title", "text": "In discreet areas, BPS is a mixed bag of strengths and opportunities (3/6)", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:04.939+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "8c77941f-ad74-4587-b349-dad3feb22197", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [], "arcBeats": [], "loops": [], "locked": true }, { "page": 88, "type": "resolution", "title": "The slide uses a red triangle icon to denote 'Challenge' status for the 'Performance management' category.", "function": "summarize", "rawType": "key_takeaways", "block": null, "metadata": { "slideType": "key_takeaways", "slideTypeCanon": { "name": "Key takeaways", "slug": "key_takeaways", "status": "active", "canonId": "019de52d-06e7-7674-a891-9f7de3b11b6d", "version": 1, "description": null }, "function": "summarize", "functionCanon": { "name": "Summarize", "slug": "summarize", "status": "active", "canonId": "019de52d-1541-704f-b86f-bf7b75056373", "version": 1, "description": null }, "density": "dense", "densityScore": 58, "componentCount": 5, "textChars": 558, "nDataPoints": 0, "notes": "The slide uses a red triangle icon to denote 'Challenge' status for the 'Performance management' category.", "elementsJson": null, "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "at": "2026-07-16 19:36:05.124+00", "seconds": 2.511, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019f6b8e-e3f2-73cd-ba44-d930e8bf3977/88", "deck": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977", "deckAnchor": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977#slide-88", "deckJson": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977.json" }, "components": [ { "bbox": { "h": 0.04, "w": 0.1, "x": 0.72, "y": 0.19 }, "kind": "callout", "text": "Challenge", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": null, "subkind": { "name": "Primary callout", "slug": "primary", "status": "active", "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d", "version": 1, "description": null }, "framework": null }, "subkind": "primary", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:05.124+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "252cee16-7365-4c14-bd0f-0b3e65a0e550", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.4, "x": 0.55, "y": 0.08 }, "kind": "legend", "text": "Challenge (red triangle), Stable with opportunity (yellow diamond), Area of strength (green triangle)", "attrs": null, "canon": { "kind": { "name": "Legend", "slug": "legend", "status": "active", "canonId": "31361933-3d22-4c70-bbad-0801e9fffc0c", "version": 1, "description": "Color/symbol decoder placed adjacent to a chart or diagram." }, "tool": null, "subkind": null, "framework": null }, "subkind": "legend", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:05.124+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "df0ce384-6f69-40f9-bf56-a550ecd1f546", "parentComponentId": null }, { "bbox": { "h": 0.6, "w": 0.94, "x": 0.03, "y": 0.28 }, "kind": "table", "text": "Overall: No culture of central office data collection and management; Few measurement tools are used with fidelity. Strengths: Good, reliable data on school-level performance; Operations department building dashboards. Challenges: No BPS-wide KPI's; Failure to report data; Data not used for decisions.", "attrs": null, "canon": { "kind": { "name": "Table", "slug": "table", "status": "active", "canonId": "019de52c-f9c8-7148-8119-eaac9594cd28", "version": 1, "description": "Tabular data layout." }, "tool": null, "subkind": { "name": "Data table", "slug": "data", "status": "active", "canonId": "019de52d-02d5-75b8-8abf-88e92bf63569", "version": 1, "description": null }, "framework": null }, "subkind": "data", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:05.124+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "26cda59a-6491-4802-ad3d-febc2618c47b", "parentComponentId": null }, { "bbox": { "h": 0.1, "w": 0.65, "x": 0.03, "y": 0.03 }, "kind": "title", "text": "In discreet areas, BPS is a mixed bag of strengths and opportunities (4/6)", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:05.124+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "f68fccfa-c5b9-41e0-9507-bd76ab8da846", "parentComponentId": null }, { "bbox": { "h": 0.08, "w": 0.5, "x": 0.03, "y": 0.16 }, "kind": "title", "text": "Performance management (v. performance objectives and measurement tools)", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Subtitle", "slug": "subtitle", "status": "active", "canonId": "019de52c-fb09-739d-900c-815b0d9ac526", "version": 1, "description": null }, "framework": null }, "subkind": "subtitle", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:05.124+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "59ece2a8-03ae-43ad-8048-d9429bbc6ac1", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [], "arcBeats": [], "loops": [], "locked": true }, { "page": 89, "type": "analysis", "title": "The slide uses a qualitative rating system (Stable, with opportunity) to categorize administrative functions.", "function": "analyze_data", "rawType": "comparison_table", "block": null, "metadata": { "slideType": "comparison_table", "slideTypeCanon": { "name": "Comparison table", "slug": "comparison_table", "status": "active", "canonId": "019de52d-0a06-73f8-8813-fe022fab1de2", "version": 1, "description": null }, "function": "analyze_data", "functionCanon": { "name": "Analyze data", "slug": "analyze_data", "status": "active", "canonId": "019de52d-1590-7413-8c82-cc218cff40b4", "version": 1, "description": null }, "density": "balanced", "densityScore": 29, "componentCount": 3, "textChars": 295, "nDataPoints": 0, "notes": "The slide uses a qualitative rating system (Stable, with opportunity) to categorize administrative functions.", "elementsJson": null, "confidence": 0.95, "extraction": { "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "at": "2026-07-16 19:36:05.046+00", "seconds": 2.206, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019f6b8e-e3f2-73cd-ba44-d930e8bf3977/89", "deck": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977", "deckAnchor": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977#slide-89", "deckJson": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977.json" }, "components": [ { "bbox": { "h": 0.03, "w": 0.4, "x": 0.55, "y": 0.05 }, "kind": "list", "text": "Challenge, Stable, with opportunity, Area of strength", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": null, "framework": null }, "subkind": "annotation", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:05.046+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "8571449a-9d79-40f7-b8a3-202ccc8244ef", "parentComponentId": null }, { "bbox": { "h": 0.75, "w": 0.95, "x": 0.03, "y": 0.15 }, "kind": "table", "text": "Administrative services (f. accounting systems, y. external funds, g. timekeeping, h. purchasing, o. IT, n. building maintenance, x. school construction and renovation)", "attrs": null, "canon": { "kind": { "name": "Table", "slug": "table", "status": "active", "canonId": "019de52c-f9c8-7148-8119-eaac9594cd28", "version": 1, "description": "Tabular data layout." }, "tool": null, "subkind": { "name": "Data table", "slug": "data", "status": "active", "canonId": "019de52d-02d5-75b8-8abf-88e92bf63569", "version": 1, "description": null }, "framework": null }, "subkind": "data", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:05.046+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "f28f473e-3e0d-46d8-bf97-32de7eb9eb75", "parentComponentId": null }, { "bbox": { "h": 0.08, "w": 0.65, "x": 0.03, "y": 0.03 }, "kind": "title", "text": "In discreet areas, BPS is a mixed bag of strengths and opportunities (5/6)", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:05.046+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "586da352-f8ff-408f-9f59-25a531650dab", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [], "arcBeats": [], "loops": [], "locked": true }, { "page": 90, "type": "analysis", "title": "The slide uses a color-coded legend (red, yellow, green) to indicate status, though only yellow is used on this specific slide.", "function": "analyze_data", "rawType": "comparison_table", "block": null, "metadata": { "slideType": "comparison_table", "slideTypeCanon": { "name": "Comparison table", "slug": "comparison_table", "status": "active", "canonId": "019de52d-0a06-73f8-8813-fe022fab1de2", "version": 1, "description": null }, "function": "analyze_data", "functionCanon": { "name": "Analyze data", "slug": "analyze_data", "status": "active", "canonId": "019de52d-1590-7413-8c82-cc218cff40b4", "version": 1, "description": null }, "density": "balanced", "densityScore": 44, "componentCount": 3, "textChars": 761, "nDataPoints": 0, "notes": "The slide uses a color-coded legend (red, yellow, green) to indicate status, though only yellow is used on this specific slide.", "elementsJson": null, "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "at": "2026-07-16 19:36:05.445+00", "seconds": 2.516, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019f6b8e-e3f2-73cd-ba44-d930e8bf3977/90", "deck": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977", "deckAnchor": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977#slide-90", "deckJson": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977.json" }, "components": [ { "bbox": { "h": 0.03, "w": 0.4, "x": 0.57, "y": 0.06 }, "kind": "legend", "text": "Challenge Stable, with opportunity Area of strength", "attrs": null, "canon": { "kind": { "name": "Legend", "slug": "legend", "status": "active", "canonId": "31361933-3d22-4c70-bbad-0801e9fffc0c", "version": 1, "description": "Color/symbol decoder placed adjacent to a chart or diagram." }, "tool": null, "subkind": null, "framework": null }, "subkind": "annotation", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:05.445+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "c98724b8-c732-4403-b2c0-4f8d3523c685", "parentComponentId": null }, { "bbox": { "h": 0.75, "w": 0.96, "x": 0.02, "y": 0.15 }, "kind": "table", "text": "Leadership and governance (w. School Committee) Stable, with opportunity Overall: The School Committee has a limited budget, spent wisely; Focus on community input and accountability has kept parts of BPS focused on execution; Tension between the role of a superintendent and the role of the committee in setting strategy can be distracting. Strengths: Involved in oversight, but not meddlesome; Small, transparent budget makes impropriety difficult. Challenges: School committee sees role as setting strategy for the district and hiring a superintendent to execute it, may hamstring any future hires and has created tension in the past", "attrs": null, "canon": { "kind": { "name": "Table", "slug": "table", "status": "active", "canonId": "019de52c-f9c8-7148-8119-eaac9594cd28", "version": 1, "description": "Tabular data layout." }, "tool": null, "subkind": { "name": "Data table", "slug": "data", "status": "active", "canonId": "019de52d-02d5-75b8-8abf-88e92bf63569", "version": 1, "description": null }, "framework": null }, "subkind": "data", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:05.445+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "d68f3785-20e3-4610-8912-413a5894bcf2", "parentComponentId": null }, { "bbox": { "h": 0.1, "w": 0.65, "x": 0.02, "y": 0.03 }, "kind": "title", "text": "In discreet areas, BPS is a mixed bag of strengths and opportunities (6/6)", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:05.445+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "5ac8851d-6777-42bd-817c-359476a8e037", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [], "arcBeats": [], "loops": [], "locked": true }, { "page": 91, "type": "tension", "title": "RFP 25, FY14: $7M", "function": "frame_problem", "rawType": "problem_statement", "block": null, "metadata": { "slideType": "problem_statement", "slideTypeCanon": { "name": "Problem statement", "slug": "problem_statement", "status": "active", "canonId": "019de52d-0879-768d-bba8-8da8a5a121d4", "version": 1, "description": null }, "function": "frame_problem", "functionCanon": { "name": "Frame problem", "slug": "frame_problem", "status": "active", "canonId": "019de52d-13db-753e-ad70-e9b2d0dab398", "version": 1, "description": null }, "density": "overcrowded", "densityScore": 76, "componentCount": 7, "textChars": 524, "nDataPoints": 1, "notes": "RFP 25, FY14: $7M", "elementsJson": null, "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "at": "2026-07-16 19:36:06.265+00", "seconds": 3.069, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019f6b8e-e3f2-73cd-ba44-d930e8bf3977/91", "deck": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977", "deckAnchor": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977#slide-91", "deckJson": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977.json" }, "components": [ { "bbox": { "h": 0.2, "w": 0.48, "x": 0.01, "y": 0.28 }, "kind": "list", "text": "Strengths: Recognized experts, deliberate testing/piloting, teacher empowerment.", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:06.265+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "2dfa6f45-3c70-4046-9e1b-a5adaba7d26f", "parentComponentId": null }, { "bbox": { "h": 0.1, "w": 0.98, "x": 0.01, "y": 0.13 }, "kind": "list", "text": "Summary points: Curriculum lacked coherence across grades/subjects; schools prioritize outcomes over curriculum fidelity.", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:06.265+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "6a4c2470-75ed-4a97-b939-52ac57259301", "parentComponentId": null }, { "bbox": { "h": 0.2, "w": 0.98, "x": 0.01, "y": 0.65 }, "kind": "list", "text": "Opportunities: Integrate SPED/ELL/Academics, centralize PD, develop long-term review cycles and K0-12 alignment.", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:06.265+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "74b179cd-62d7-4181-a9ff-b12d7a672607", "parentComponentId": null }, { "bbox": { "h": 0.25, "w": 0.48, "x": 0.5, "y": 0.28 }, "kind": "list", "text": "Challenges: Outdated math curricula, lack of alignment, resource constraints, integration issues with ELL/SPED, fidelity concerns.", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:06.265+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "7f6bf10b-862a-4661-a86b-5e7c1edd17c2", "parentComponentId": null }, { "bbox": { "h": 0.02, "w": 0.05, "x": 0.65, "y": 0.08 }, "kind": "other", "text": "FY14: $7M", "attrs": null, "canon": { "kind": { "name": "Other", "slug": "other", "status": "active", "canonId": "019de52c-fa90-743c-8bf6-20d1fbe82b6d", "version": 1, "description": "Fallback when no canonical kind applies." }, "tool": null, "subkind": null, "framework": null }, "subkind": "annotation", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:06.265+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "2106f0ad-bec0-4cac-92fd-262a97c1d671", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.4, "x": 0.01, "y": 0.95 }, "kind": "source-note", "text": "Source: Interviews with BPS and City staff as well as BPS data", "attrs": null, "canon": { "kind": { "name": "Source note", "slug": "source-note", "status": "active", "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948", "version": 1, "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": "source-note", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:06.265+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "cfcc46d6-195c-48c6-82e2-2053269d45c5", "parentComponentId": null }, { "bbox": { "h": 0.04, "w": 0.15, "x": 0.01, "y": 0.03 }, "kind": "title", "text": "Curriculum", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:06.265+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "834e3cb0-afa3-4405-a1e1-104807e58a03", "parentComponentId": null } ], "metrics": [], "tools": [ { "tool": { "name": "List presentation", "slug": "list-presentation", "status": "active", "bestFor": null, "canonId": "019dd9e1-4ef7-777d-ba68-9074c2b3bcf1", "version": 1, "bodyDocId": null, "description": "Bulleted, numbered, or checklist enumerations.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "2f729313-f156-442b-a530-ba2b082ce9eb", "evidence": "list/bullet: Challenges: Outdated math curricula, lack of alignment, resource constraints, integration issues with ELL/SPED, fidelity concerns.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.8, "extraction": { "at": "2026-07-17 02:11:23.088536+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 91, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null }, { "tool": { "name": "Problem Statement Canvas", "slug": "problem-statement-canvas", "status": "active", "bestFor": null, "canonId": "019dd956-839d-744b-ad11-9bf3e3642a18", "version": 1, "bodyDocId": null, "description": "Structured definition of the problem: What? Who? Where? When? Scale?", "familyLabel": null, "categoryName": "Block", "categorySlug": "block" }, "agent": "Architect", "layer": "slide", "agents": [ "Architect" ], "matchId": "2f9fd6c7-ce8e-4e12-820f-9625d91c0980", "evidence": "list/bullet: Challenges: Outdated math curricula, lack of alignment, resource constraints, integration issues with ELL/SPED, fidelity concerns.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.7, "extraction": { "at": "2026-07-17 02:11:23.055575+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 91, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null } ], "frameworks": [], "arcBeats": [], "loops": [], "locked": true }, { "page": 92, "type": "setup", "title": "The slide uses a structured layout to contrast strengths and challenges, followed by a section on potential improvements.", "function": "summarize", "rawType": "executive_summary", "block": null, "metadata": { "slideType": "executive_summary", "slideTypeCanon": { "name": "Executive summary", "slug": "executive_summary", "status": "active", "canonId": "019de52d-06be-73ff-81b3-f99fe7f0025e", "version": 1, "description": null }, "function": "summarize", "functionCanon": { "name": "Summarize", "slug": "summarize", "status": "active", "canonId": "019de52d-1541-704f-b86f-bf7b75056373", "version": 1, "description": null }, "density": "dense", "densityScore": 70, "componentCount": 6, "textChars": 496, "nDataPoints": 4, "notes": "The slide uses a structured layout to contrast strengths and challenges, followed by a section on potential improvements.", "elementsJson": null, "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "at": "2026-07-16 19:36:06.186+00", "seconds": 2.897, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019f6b8e-e3f2-73cd-ba44-d930e8bf3977/92", "deck": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977", "deckAnchor": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977#slide-92", "deckJson": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977.json" }, "components": [ { "bbox": { "h": 0.15, "w": 0.96, "x": 0.02, "y": 0.68 }, "kind": "list", "text": "Opportunities: Technology enhancements to reduce manual work and improve enrollment projections.", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:06.186+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "085f1527-d6a9-421b-a862-bff703bcbf30", "parentComponentId": null }, { "bbox": { "h": 0.11, "w": 0.96, "x": 0.02, "y": 0.13 }, "kind": "list", "text": "Summary points regarding the assignment algorithm, process speed, and legacy transportation costs.", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:06.186+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "17976d8c-9933-4aaa-ad8c-ae1901ae30cc", "parentComponentId": null }, { "bbox": { "h": 0.25, "w": 0.48, "x": 0.5, "y": 0.31 }, "kind": "list", "text": "Challenges: Confusion with zones, paper-based systems, legacy costs, SIS transition issues, and enrollment projection inaccuracies.", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:06.186+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "1c24d4eb-47d1-4327-8ea3-bf6e914f0c7f", "parentComponentId": null }, { "bbox": { "h": 0.25, "w": 0.48, "x": 0.02, "y": 0.31 }, "kind": "list", "text": "Strengths: Welcome centers, tamper-proof systems, quick turnaround, and home-based options.", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:06.186+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "4332af62-b39b-4fad-a638-110c7d5cec9a", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.4, "x": 0.02, "y": 0.95 }, "kind": "other", "text": "Source: Interviews with BPS and City staff as well as BPS data", "attrs": null, "canon": { "kind": { "name": "Other", "slug": "other", "status": "active", "canonId": "019de52c-fa90-743c-8bf6-20d1fbe82b6d", "version": 1, "description": "Fallback when no canonical kind applies." }, "tool": null, "subkind": null, "framework": null }, "subkind": "source-note", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:06.186+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "eea529e6-cb4e-410b-921a-28876cc38f50", "parentComponentId": null }, { "bbox": { "h": 0.04, "w": 0.25, "x": 0.02, "y": 0.03 }, "kind": "title", "text": "Student assignment", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:06.186+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "4f693b68-aa70-433f-a525-c30da73f2579", "parentComponentId": null } ], "metrics": [], "tools": [ { "tool": { "name": "Executive summary", "slug": "executive-summary", "status": "active", "bestFor": null, "canonId": "019dd9e1-4b63-72d5-9734-da757d91ca61", "version": 1, "bodyDocId": null, "description": "A condensed view of the entire argument on a single slide / block.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "49cbec39-f4a7-478a-aea3-abec4865f73a", "evidence": "title: Student assignment, type: executive_summary", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.9, "extraction": { "at": "2026-07-17 02:11:23.159907+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 92, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null } ], "frameworks": [], "arcBeats": [], "loops": [], "locked": true }, { "page": 93, "type": "tension", "title": "The slide uses a structured layout to contrast strengths and challenges, followed by a forward-looking opportunity section.", "function": "frame_problem", "rawType": "executive_summary", "block": null, "metadata": { "slideType": "executive_summary", "slideTypeCanon": { "name": "Executive summary", "slug": "executive_summary", "status": "active", "canonId": "019de52d-06be-73ff-81b3-f99fe7f0025e", "version": 1, "description": null }, "function": "frame_problem", "functionCanon": { "name": "Frame problem", "slug": "frame_problem", "status": "active", "canonId": "019de52d-13db-753e-ad70-e9b2d0dab398", "version": 1, "description": null }, "density": "overcrowded", "densityScore": 83, "componentCount": 7, "textChars": 941, "nDataPoints": 1, "notes": "The slide uses a structured layout to contrast strengths and challenges, followed by a forward-looking opportunity section.", "elementsJson": null, "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "at": "2026-07-16 19:36:06.928+00", "seconds": 3.398, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019f6b8e-e3f2-73cd-ba44-d930e8bf3977/93", "deck": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977", "deckAnchor": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977#slide-93", "deckJson": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977.json" }, "components": [ { "bbox": { "h": 0.15, "w": 0.45, "x": 0.03, "y": 0.32 }, "kind": "list", "text": "Engagement office is very clear with all stakeholders what the office can and cannot do. Superintendent circulars require three, representative parents on principal screening committee. Parent University has reached 6,000 parents.", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:06.928+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "1e836469-2397-41d3-9608-2c7c465d4468", "parentComponentId": null }, { "bbox": { "h": 0.12, "w": 0.45, "x": 0.5, "y": 0.32 }, "kind": "list", "text": "Some principal hiring processes were done incorrectly and invited lawsuits, when circulars were ignored. Principals concerned over a lost connection to the mayor's office and the city with changing of administration.", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:06.928+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "20f5e6fa-b520-415e-8c9a-4874e165e0d1", "parentComponentId": null }, { "bbox": { "h": 0.08, "w": 0.95, "x": 0.03, "y": 0.69 }, "kind": "list", "text": "Principals' concerns over lost connection to city could be alleviated by an expanded portfolio of constituent relations for mayoral staff, or more formal links through the Engagement office.", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:06.928+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "8801eadb-ea5e-4cfb-9eb2-b7de68e20560", "parentComponentId": null }, { "bbox": { "h": 0.08, "w": 0.95, "x": 0.03, "y": 0.16 }, "kind": "list", "text": "Engagement department regarded by many stakeholders as strongest BPS department due to expectation setting and relentless focus on engagement. Systems and culture in place that maximize engagement across the organization.", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:06.928+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "ec87f691-8e17-490b-bb85-45fc26af97cc", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.05, "x": 0.65, "y": 0.08 }, "kind": "metric", "text": "$2.6M", "attrs": null, "canon": { "kind": { "name": "Metric", "slug": "metric", "status": "active", "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d", "version": 1, "description": "Big-number or KPI value." }, "tool": null, "subkind": { "name": "Big number", "slug": "big-number", "status": "active", "canonId": "019de52c-fc70-70c8-b965-0584548a9204", "version": 1, "description": null }, "framework": null }, "subkind": "big-number", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:06.928+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "caafb90c-52f7-4897-89a2-0a0bd8f37825", "parentComponentId": null }, { "bbox": { "h": 0.02, "w": 0.35, "x": 0.03, "y": 0.95 }, "kind": "other", "text": "Source: Interviews with BPS and City staff as well as BPS data", "attrs": null, "canon": { "kind": { "name": "Other", "slug": "other", "status": "active", "canonId": "019de52c-fa90-743c-8bf6-20d1fbe82b6d", "version": 1, "description": "Fallback when no canonical kind applies." }, "tool": null, "subkind": null, "framework": null }, "subkind": "source-note", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:06.928+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "256c501d-ffc4-4dc9-9fa2-d83341809eda", "parentComponentId": null }, { "bbox": { "h": 0.04, "w": 0.25, "x": 0.03, "y": 0.03 }, "kind": "title", "text": "Parent Engagement", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:06.928+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "e8832963-b0e0-4ade-8030-0a2db0c48487", "parentComponentId": null } ], "metrics": [], "tools": [ { "tool": { "name": "Executive summary", "slug": "executive-summary", "status": "active", "bestFor": null, "canonId": "019dd9e1-4b63-72d5-9734-da757d91ca61", "version": 1, "bodyDocId": null, "description": "A condensed view of the entire argument on a single slide / block.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "2631bc83-81cc-4665-b42a-96d1edb226e7", "evidence": "title: Parent Engagement, type: executive_summary", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.9, "extraction": { "at": "2026-07-17 02:11:23.231723+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 93, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null } ], "frameworks": [], "arcBeats": [], "loops": [], "locked": true }, { "page": 94, "type": "setup", "title": "RFP 25", "function": "summarize", "rawType": "executive_summary", "block": null, "metadata": { "slideType": "executive_summary", "slideTypeCanon": { "name": "Executive summary", "slug": "executive_summary", "status": "active", "canonId": "019de52d-06be-73ff-81b3-f99fe7f0025e", "version": 1, "description": null }, "function": "summarize", "functionCanon": { "name": "Summarize", "slug": "summarize", "status": "active", "canonId": "019de52d-1541-704f-b86f-bf7b75056373", "version": 1, "description": null }, "density": "dense", "densityScore": 58, "componentCount": 5, "textChars": 547, "nDataPoints": 0, "notes": "RFP 25", "elementsJson": null, "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "at": "2026-07-16 19:36:05.869+00", "seconds": 2.314, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019f6b8e-e3f2-73cd-ba44-d930e8bf3977/94", "deck": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977", "deckAnchor": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977#slide-94", "deckJson": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977.json" }, "components": [ { "bbox": { "h": 0.08, "w": 0.96, "x": 0.02, "y": 0.16 }, "kind": "list", "text": "Good working relationships with unions; Departments affected by union contracts not as fully involved as would like to be", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:05.869+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "10218fae-3af4-4923-9738-8cf96f2c08fe", "parentComponentId": null }, { "bbox": { "h": 0.25, "w": 0.96, "x": 0.02, "y": 0.3 }, "kind": "list", "text": "Strengths: Strong working relationship, innovative mindsets, H.R. alignment. Challenges: Negotiation planning delay, departmental frustration with existing rules.", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:05.869+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "94ca03a3-d75b-47c9-8e43-8e2756536f94", "parentComponentId": null }, { "bbox": { "h": 0.15, "w": 0.96, "x": 0.02, "y": 0.68 }, "kind": "list", "text": "BPS-wide contract communication / collaboration: Need for formal process to solicit insights across functions to better align with student needs.", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:05.869+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "d729d616-814c-45b5-b37c-bd1b41d4c05f", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.4, "x": 0.02, "y": 0.95 }, "kind": "other", "text": "Source: Interviews with BPS and City staff as well as BPS data", "attrs": null, "canon": { "kind": { "name": "Other", "slug": "other", "status": "active", "canonId": "019de52c-fa90-743c-8bf6-20d1fbe82b6d", "version": 1, "description": "Fallback when no canonical kind applies." }, "tool": null, "subkind": null, "framework": null }, "subkind": "source-note", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:05.869+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "07afe7ab-43fb-4ea8-96b8-af1d930f3bbb", "parentComponentId": null }, { "bbox": { "h": 0.08, "w": 0.6, "x": 0.02, "y": 0.03 }, "kind": "title", "text": "Union contract implementation, management and negotiation", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:05.869+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "4cc7aedd-00cf-45d3-8349-b970be5d8387", "parentComponentId": null } ], "metrics": [], "tools": [ { "tool": { "name": "Executive summary", "slug": "executive-summary", "status": "active", "bestFor": null, "canonId": "019dd9e1-4b63-72d5-9734-da757d91ca61", "version": 1, "bodyDocId": null, "description": "A condensed view of the entire argument on a single slide / block.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "318e9608-ca74-4671-b2f1-dc11c8ff7c4a", "evidence": "title: Union contract implementation, management and negotiation, type: executive_summary", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.9, "extraction": { "at": "2026-07-17 02:11:23.303556+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 94, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null } ], "frameworks": [], "arcBeats": [], "loops": [], "locked": true }, { "page": 95, "type": "setup", "title": "The slide uses a structured layout to contrast strengths and challenges in school-level recruiting.", "function": "summarize", "rawType": "executive_summary", "block": null, "metadata": { "slideType": "executive_summary", "slideTypeCanon": { "name": "Executive summary", "slug": "executive_summary", "status": "active", "canonId": "019de52d-06be-73ff-81b3-f99fe7f0025e", "version": 1, "description": null }, "function": "summarize", "functionCanon": { "name": "Summarize", "slug": "summarize", "status": "active", "canonId": "019de52d-1541-704f-b86f-bf7b75056373", "version": 1, "description": null }, "density": "dense", "densityScore": 72, "componentCount": 6, "textChars": 862, "nDataPoints": 0, "notes": "The slide uses a structured layout to contrast strengths and challenges in school-level recruiting.", "elementsJson": null, "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "at": "2026-07-16 19:36:06.43+00", "seconds": 2.801, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019f6b8e-e3f2-73cd-ba44-d930e8bf3977/95", "deck": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977", "deckAnchor": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977#slide-95", "deckJson": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977.json" }, "components": [ { "bbox": { "h": 0.05, "w": 0.96, "x": 0.02, "y": 0.16 }, "kind": "list", "text": "Improving processes and pipelines for school-level recruiting through use of historical data, however not a clear strategy for central office recruiting", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:06.43+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "088f6528-6100-4206-8419-cc7460b26809", "parentComponentId": null }, { "bbox": { "h": 0.1, "w": 0.96, "x": 0.02, "y": 0.69 }, "kind": "list", "text": "While significantly less of a priority, pipelines and pathways for central office hiring could be attached to current teacher and principal efforts, to leverage the BPS brand and resources currently already in the field", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:06.43+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "a3ba3a7b-d7e4-457e-93c0-5086831956a9", "parentComponentId": null }, { "bbox": { "h": 0.25, "w": 0.48, "x": 0.02, "y": 0.32 }, "kind": "list", "text": "New culture of using data on previous conversion rates; New system (TalentED) in place; Best compensation in the country; Innovative placement of unplaced teachers; Created 'recruitment fellows'", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:06.43+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "a86cc1d4-b1f8-4cc7-8000-b5f2968c2b51", "parentComponentId": null }, { "bbox": { "h": 0.25, "w": 0.48, "x": 0.5, "y": 0.32 }, "kind": "list", "text": "Unpredictable staffing openings; Managerial step changes/pay grades not reviewed; Union contracts impact principal pathways and job descriptions; Data on hiring pools not available", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:06.43+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "dc5c8c3d-2067-4807-981f-2a0da56cde89", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.4, "x": 0.02, "y": 0.95 }, "kind": "other", "text": "Source: Interviews with BPS and City staff as well as BPS data", "attrs": null, "canon": { "kind": { "name": "Other", "slug": "other", "status": "active", "canonId": "019de52c-fa90-743c-8bf6-20d1fbe82b6d", "version": 1, "description": "Fallback when no canonical kind applies." }, "tool": null, "subkind": null, "framework": null }, "subkind": "source-note", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:06.43+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "0a5bbe8e-2b58-4836-b373-54b3af26b578", "parentComponentId": null }, { "bbox": { "h": 0.08, "w": 0.5, "x": 0.02, "y": 0.03 }, "kind": "title", "text": "General staffing and recruiting policies and procedures", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:06.43+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "ea164c2b-695b-4cbc-8b62-b25164ac03fd", "parentComponentId": null } ], "metrics": [], "tools": [ { "tool": { "name": "Executive summary", "slug": "executive-summary", "status": "active", "bestFor": null, "canonId": "019dd9e1-4b63-72d5-9734-da757d91ca61", "version": 1, "bodyDocId": null, "description": "A condensed view of the entire argument on a single slide / block.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "c0cca5df-b15b-4a9e-a733-3a7ce147fa5d", "evidence": "title: General staffing and recruiting policies and procedures, type: executive_summary", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.9, "extraction": { "at": "2026-07-17 02:11:23.374533+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 95, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null } ], "frameworks": [], "arcBeats": [], "loops": [], "locked": true }, { "page": 96, "type": "tension", "title": "The slide uses a structured layout to contrast strengths and challenges, followed by identified opportunities for improvement.", "function": "frame_problem", "rawType": "problem_statement", "block": null, "metadata": { "slideType": "problem_statement", "slideTypeCanon": { "name": "Problem statement", "slug": "problem_statement", "status": "active", "canonId": "019de52d-0879-768d-bba8-8da8a5a121d4", "version": 1, "description": null }, "function": "frame_problem", "functionCanon": { "name": "Frame problem", "slug": "frame_problem", "status": "active", "canonId": "019de52d-13db-753e-ad70-e9b2d0dab398", "version": 1, "description": null }, "density": "dense", "densityScore": 63, "componentCount": 5, "textChars": 820, "nDataPoints": 0, "notes": "The slide uses a structured layout to contrast strengths and challenges, followed by identified opportunities for improvement.", "elementsJson": null, "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "at": "2026-07-16 19:36:06.386+00", "seconds": 2.697, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019f6b8e-e3f2-73cd-ba44-d930e8bf3977/96", "deck": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977", "deckAnchor": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977#slide-96", "deckJson": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977.json" }, "components": [ { "bbox": { "h": 0.25, "w": 0.96, "x": 0.02, "y": 0.3 }, "kind": "list", "text": "Strengths: New network structure has pushed more resources to schools; superintendents have greater insights. Challenges: Principals and central office staff are unclear about designations; shared FTEs create accountability problems; lack of coordination.", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:06.386+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "329910f8-a444-4b21-a12d-a549408b37a0", "parentComponentId": null }, { "bbox": { "h": 0.15, "w": 0.96, "x": 0.02, "y": 0.68 }, "kind": "list", "text": "Organization: BPS has successful cross-departmental meetings but needs more regular communication. Policy communication: Lack of clarity among principals and central office staff requires specific policy clarification.", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:06.386+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "7982a635-4d7c-4118-abd7-0f5cefe189a3", "parentComponentId": null }, { "bbox": { "h": 0.08, "w": 0.96, "x": 0.02, "y": 0.16 }, "kind": "list", "text": "Belief in varying levels of autonomy has created low-level confusion around who is responsible for what duties. New network structure has created vague structure of accountability. Central office departments do not collaborate often enough.", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:06.386+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "7f37d6c3-3761-46d0-a3bf-08bdeb42283c", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.4, "x": 0.02, "y": 0.95 }, "kind": "other", "text": "Source: Interviews with BPS and City staff as well as BPS data", "attrs": null, "canon": { "kind": { "name": "Other", "slug": "other", "status": "active", "canonId": "019de52c-fa90-743c-8bf6-20d1fbe82b6d", "version": 1, "description": "Fallback when no canonical kind applies." }, "tool": null, "subkind": null, "framework": null }, "subkind": "source-note", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:06.386+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "cd8246da-3536-44e1-a7b2-753ee706edc4", "parentComponentId": null }, { "bbox": { "h": 0.08, "w": 0.45, "x": 0.02, "y": 0.03 }, "kind": "title", "text": "Delineation of duties between BPS and schools", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:06.386+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "0c75feec-ac44-41bc-a4ba-bd3e07b28a2e", "parentComponentId": null } ], "metrics": [], "tools": [ { "tool": { "name": "List presentation", "slug": "list-presentation", "status": "active", "bestFor": null, "canonId": "019dd9e1-4ef7-777d-ba68-9074c2b3bcf1", "version": 1, "bodyDocId": null, "description": "Bulleted, numbered, or checklist enumerations.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "e542fe7b-64df-4428-943f-30c396cd964b", "evidence": "list/bullet: Strengths: New network structure has pushed more resources to schools; superintendents have greater insights.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.8, "extraction": { "at": "2026-07-17 02:11:23.477753+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 96, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null }, { "tool": { "name": "Problem Statement Canvas", "slug": "problem-statement-canvas", "status": "active", "bestFor": null, "canonId": "019dd956-839d-744b-ad11-9bf3e3642a18", "version": 1, "bodyDocId": null, "description": "Structured definition of the problem: What? Who? Where? When? Scale?", "familyLabel": null, "categoryName": "Block", "categorySlug": "block" }, "agent": "Architect", "layer": "slide", "agents": [ "Architect" ], "matchId": "b8861968-47e7-456b-b68f-6cfecf9951c1", "evidence": "list/bullet: Strengths: New network structure has pushed more resources to schools; superintendents have greater insights.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.7, "extraction": { "at": "2026-07-17 02:11:23.443165+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 96, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null } ], "frameworks": [], "arcBeats": [], "loops": [], "locked": true }, { "page": 97, "type": "setup", "title": "RFP 25, FY14: $7M", "function": "summarize", "rawType": "executive_summary", "block": null, "metadata": { "slideType": "executive_summary", "slideTypeCanon": { "name": "Executive summary", "slug": "executive_summary", "status": "active", "canonId": "019de52d-06be-73ff-81b3-f99fe7f0025e", "version": 1, "description": null }, "function": "summarize", "functionCanon": { "name": "Summarize", "slug": "summarize", "status": "active", "canonId": "019de52d-1541-704f-b86f-bf7b75056373", "version": 1, "description": null }, "density": "dense", "densityScore": 65, "componentCount": 5, "textChars": 612, "nDataPoints": 4, "notes": "RFP 25, FY14: $7M", "elementsJson": null, "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "at": "2026-07-16 19:36:06.612+00", "seconds": 2.688, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019f6b8e-e3f2-73cd-ba44-d930e8bf3977/97", "deck": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977", "deckAnchor": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977#slide-97", "deckJson": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977.json" }, "components": [ { "bbox": { "h": 0.15, "w": 0.96, "x": 0.02, "y": 0.65 }, "kind": "list", "text": "Opportunities: District population alignment to narrow ratio spectrum; WSF review to better account for school needs and student outcomes.", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:06.612+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "63c99f64-d406-45c1-855c-20c0f0aacf6b", "parentComponentId": null }, { "bbox": { "h": 0.08, "w": 0.96, "x": 0.02, "y": 0.15 }, "kind": "list", "text": "Weighted student formula used to build school budgets provides good framework, could use updating; New open posting policy has improved hiring process; Wide spectrum of student to teacher ratios.", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:06.612+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "7119518e-3c5e-476a-bb8d-e8edcdb275ca", "parentComponentId": null }, { "bbox": { "h": 0.25, "w": 0.96, "x": 0.02, "y": 0.3 }, "kind": "list", "text": "Strengths: WSF transparency/equity, improved principal confidence in hires, jump in June hiring, ratios in line with research. Challenges: Lack of academic outcome evaluation, variance in ratios.", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:06.612+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "e9c39e7d-690c-4a96-bf27-8a5f066e8f37", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.35, "x": 0.02, "y": 0.95 }, "kind": "source-note", "text": "Source: Interviews with BPS and City staff as well as BPS data", "attrs": null, "canon": { "kind": { "name": "Source note", "slug": "source-note", "status": "active", "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948", "version": 1, "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": "source-note", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:06.612+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "3ddf0d37-40d2-40c8-b589-bf3b77359769", "parentComponentId": null }, { "bbox": { "h": 0.04, "w": 0.25, "x": 0.02, "y": 0.03 }, "kind": "title", "text": "Instructional staffing", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:06.612+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "2b0d0383-9255-4409-af5d-49696277f694", "parentComponentId": null } ], "metrics": [], "tools": [ { "tool": { "name": "Executive summary", "slug": "executive-summary", "status": "active", "bestFor": null, "canonId": "019dd9e1-4b63-72d5-9734-da757d91ca61", "version": 1, "bodyDocId": null, "description": "A condensed view of the entire argument on a single slide / block.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "117ed558-7984-412b-b6a4-14d298d73e40", "evidence": "title: Instructional staffing, type: executive_summary", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.9, "extraction": { "at": "2026-07-17 02:11:23.545913+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 97, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null } ], "frameworks": [], "arcBeats": [], "loops": [], "locked": true }, { "page": 98, "type": "tension", "title": "RFP 25; includes a DRAFT watermark and page number 97.", "function": "frame_problem", "rawType": "problem_statement", "block": null, "metadata": { "slideType": "problem_statement", "slideTypeCanon": { "name": "Problem statement", "slug": "problem_statement", "status": "active", "canonId": "019de52d-0879-768d-bba8-8da8a5a121d4", "version": 1, "description": null }, "function": "frame_problem", "functionCanon": { "name": "Frame problem", "slug": "frame_problem", "status": "active", "canonId": "019de52d-13db-753e-ad70-e9b2d0dab398", "version": 1, "description": null }, "density": "dense", "densityScore": 72, "componentCount": 6, "textChars": 909, "nDataPoints": 0, "notes": "RFP 25; includes a DRAFT watermark and page number 97.", "elementsJson": null, "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "at": "2026-07-16 19:36:06.736+00", "seconds": 2.684, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019f6b8e-e3f2-73cd-ba44-d930e8bf3977/98", "deck": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977", "deckAnchor": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977#slide-98", "deckJson": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977.json" }, "components": [ { "bbox": { "h": 0.08, "w": 0.98, "x": 0.01, "y": 0.69 }, "kind": "list", "text": "Alignment with student outcomes: A systematic review of licenses and outcomes of students could identify licensing pathways and specific licenses that correlate with strong student performance and align policies as appropriate.", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:06.736+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "0a847378-cec5-4669-9bce-a1241e3673ae", "parentComponentId": null }, { "bbox": { "h": 0.15, "w": 0.48, "x": 0.01, "y": 0.32 }, "kind": "list", "text": "Strengths: Clear business processes in place for capturing licensure; Recent hire will have an FTE dedicated to keeping data current and working with instructional leads to identify opportunities.", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:06.736+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "29e5abe2-9b6a-4f54-b40c-b2fe51993b63", "parentComponentId": null }, { "bbox": { "h": 0.15, "w": 0.48, "x": 0.5, "y": 0.32 }, "kind": "list", "text": "Challenges: Difficulty getting teachers to self-certify; Frustrations around compliance-driven licensure; PD not always aligned to aid in getting licensure.", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:06.736+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "a426c715-b84a-4e1f-9f8c-692ad7636cbd", "parentComponentId": null }, { "bbox": { "h": 0.08, "w": 0.98, "x": 0.01, "y": 0.16 }, "kind": "list", "text": "Human Capital systems tracks licenses and identifies areas of need, but poor PD and expectations that teachers will self-certify lead to occasional delays. Viewed as a compliance function, is not fully aligned with producing better student outcomes.", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:06.736+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "b9b73793-c808-4f22-a17d-17c81a8bf564", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.4, "x": 0.01, "y": 0.95 }, "kind": "other", "text": "Source: Interviews with BPS and City staff as well as BPS data", "attrs": null, "canon": { "kind": { "name": "Other", "slug": "other", "status": "active", "canonId": "019de52c-fa90-743c-8bf6-20d1fbe82b6d", "version": 1, "description": "Fallback when no canonical kind applies." }, "tool": null, "subkind": null, "framework": null }, "subkind": "source-note", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:06.736+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "a166d605-646d-43b3-9e7b-89a5b5a0aeb9", "parentComponentId": null }, { "bbox": { "h": 0.04, "w": 0.3, "x": 0.01, "y": 0.03 }, "kind": "title", "text": "License maintenance", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:06.736+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "59058d80-6ba3-4a05-a5fd-d2b52d72bce4", "parentComponentId": null } ], "metrics": [], "tools": [ { "tool": { "name": "List presentation", "slug": "list-presentation", "status": "active", "bestFor": null, "canonId": "019dd9e1-4ef7-777d-ba68-9074c2b3bcf1", "version": 1, "bodyDocId": null, "description": "Bulleted, numbered, or checklist enumerations.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "4569a15c-042c-46be-bf7a-79307dd63e32", "evidence": "list/bullet: Human Capital systems tracks licenses and identifies areas of need, but poor PD and expectations that teachers will self-certify lead to occasional delays.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.8, "extraction": { "at": "2026-07-17 02:11:23.648929+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 98, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null }, { "tool": { "name": "Problem Statement Canvas", "slug": "problem-statement-canvas", "status": "active", "bestFor": null, "canonId": "019dd956-839d-744b-ad11-9bf3e3642a18", "version": 1, "bodyDocId": null, "description": "Structured definition of the problem: What? Who? Where? When? Scale?", "familyLabel": null, "categoryName": "Block", "categorySlug": "block" }, "agent": "Architect", "layer": "slide", "agents": [ "Architect" ], "matchId": "2ab6745a-008a-4ee3-a1da-a82e5ca809f9", "evidence": "list/bullet: Human Capital systems tracks licenses and identifies areas of need, but poor PD and expectations that teachers will self-certify lead to occasional delays.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.7, "extraction": { "at": "2026-07-17 02:11:23.614373+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 98, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null } ], "frameworks": [], "arcBeats": [], "loops": [], "locked": true }, { "page": 99, "type": "tension", "title": "RFP 25 context; mentions BPS (Boston Public Schools) reliance on paper-based systems.", "function": "frame_problem", "rawType": "problem_statement", "block": null, "metadata": { "slideType": "problem_statement", "slideTypeCanon": { "name": "Problem statement", "slug": "problem_statement", "status": "active", "canonId": "019de52d-0879-768d-bba8-8da8a5a121d4", "version": 1, "description": null }, "function": "frame_problem", "functionCanon": { "name": "Frame problem", "slug": "frame_problem", "status": "active", "canonId": "019de52d-13db-753e-ad70-e9b2d0dab398", "version": 1, "description": null }, "density": "dense", "densityScore": 65, "componentCount": 5, "textChars": 1072, "nDataPoints": 0, "notes": "RFP 25 context; mentions BPS (Boston Public Schools) reliance on paper-based systems.", "elementsJson": null, "confidence": 0.95, "extraction": { "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "at": "2026-07-16 19:36:07.073+00", "seconds": 2.991, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019f6b8e-e3f2-73cd-ba44-d930e8bf3977/99", "deck": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977", "deckAnchor": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977#slide-99", "deckJson": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977.json" }, "components": [ { "bbox": { "h": 0.1, "w": 0.96, "x": 0.02, "y": 0.68 }, "kind": "list", "text": "Technology: Getting BPS system online and fully aligned with the city will improve time required for checks, decrease errors and provide better data tracking; technology exists and city Human Capital can train and incorporate BPS into its systems", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:07.073+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "262eaa0b-8302-47a3-988f-55b85a82b61a", "parentComponentId": null }, { "bbox": { "h": 0.08, "w": 0.96, "x": 0.02, "y": 0.16 }, "kind": "list", "text": "Attached to hiring process, applicants cannot be hired without satisfying requirement, keeping unapproved out of positions or work, extra vigilance needed for volunteers. BPS is one of the few (if not the only) City department that still uses a paper-based system of faxing required", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:07.073+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "65e74361-b3f4-4345-b7ca-958bda20d6d8", "parentComponentId": null }, { "bbox": { "h": 0.25, "w": 0.96, "x": 0.02, "y": 0.3 }, "kind": "list", "text": "Strengths: Structurally, no one can be hired at BPS without completing CORI / SORI checks. Business process in place to reliably get to City, as needed. Challenges: Any entirely manual, paper-based process, despite the rest of the City executing these checks online arranged through previous work with the state. Forms required for volunteer adults in schools who are not employees, leaving school with responsibility of verifying adult has received clearance", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Comparison list", "slug": "comparison", "status": "active", "canonId": "019de52c-fce7-733e-99d3-030a104727bf", "version": 1, "description": null }, "framework": null }, "subkind": "comparison", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:07.073+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "ed22209d-4129-4f41-b850-79aee4029a5d", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.4, "x": 0.02, "y": 0.95 }, "kind": "other", "text": "Source: Interviews with BPS and City staff as well as BPS data", "attrs": null, "canon": { "kind": { "name": "Other", "slug": "other", "status": "active", "canonId": "019de52c-fa90-743c-8bf6-20d1fbe82b6d", "version": 1, "description": "Fallback when no canonical kind applies." }, "tool": null, "subkind": null, "framework": null }, "subkind": "source-note", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:07.073+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "ec064319-0fde-43f7-b6c3-a78f9246d5c5", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.35, "x": 0.02, "y": 0.03 }, "kind": "title", "text": "CORI and SORI processes", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:07.073+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "44ec2dc0-56f8-42f6-9b79-b21714283cd6", "parentComponentId": null } ], "metrics": [], "tools": [ { "tool": { "name": "List presentation", "slug": "list-presentation", "status": "active", "bestFor": null, "canonId": "019dd9e1-4ef7-777d-ba68-9074c2b3bcf1", "version": 1, "bodyDocId": null, "description": "Bulleted, numbered, or checklist enumerations.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "4340484d-20f0-4cea-8013-3c4d3f5fb921", "evidence": "list/comparison: Strengths: Structurally, no one can be hired at BPS without completing CORI / SORI checks.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.8, "extraction": { "at": "2026-07-17 02:11:23.753355+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 99, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null }, { "tool": { "name": "Problem Statement Canvas", "slug": "problem-statement-canvas", "status": "active", "bestFor": null, "canonId": "019dd956-839d-744b-ad11-9bf3e3642a18", "version": 1, "bodyDocId": null, "description": "Structured definition of the problem: What? Who? Where? When? Scale?", "familyLabel": null, "categoryName": "Block", "categorySlug": "block" }, "agent": "Architect", "layer": "slide", "agents": [ "Architect" ], "matchId": "4b3f1d3f-3edd-4227-a842-b864ffbd2c3b", "evidence": "list/comparison: Strengths: Structurally, no one can be hired at BPS without completing CORI / SORI checks.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.7, "extraction": { "at": "2026-07-17 02:11:23.71886+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 99, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null } ], "frameworks": [], "arcBeats": [], "loops": [], "locked": true }, { "page": 100, "type": "tension", "title": "RFP 25 slide from a larger deck.", "function": "frame_problem", "rawType": "problem_statement", "block": null, "metadata": { "slideType": "problem_statement", "slideTypeCanon": { "name": "Problem statement", "slug": "problem_statement", "status": "active", "canonId": "019de52d-0879-768d-bba8-8da8a5a121d4", "version": 1, "description": null }, "function": "frame_problem", "functionCanon": { "name": "Frame problem", "slug": "frame_problem", "status": "active", "canonId": "019de52d-13db-753e-ad70-e9b2d0dab398", "version": 1, "description": null }, "density": "overcrowded", "densityScore": 78, "componentCount": 6, "textChars": 892, "nDataPoints": 2, "notes": "RFP 25 slide from a larger deck.", "elementsJson": null, "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "at": "2026-07-16 19:36:07.261+00", "seconds": 2.825, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019f6b8e-e3f2-73cd-ba44-d930e8bf3977/100", "deck": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977", "deckAnchor": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977#slide-100", "deckJson": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977.json" }, "components": [ { "bbox": { "h": 0.15, "w": 0.48, "x": 0.02, "y": 0.3 }, "kind": "list", "text": "Strengths: Secured $40M in outside funding in FY14, $30M from competitive grants and $10M from private funds. Recent trainings of program managers. Most grants require disclosures.", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:07.261+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "35d00d2d-46ae-4abf-9fea-13ab6ddf3924", "parentComponentId": null }, { "bbox": { "h": 0.15, "w": 0.48, "x": 0.5, "y": 0.3 }, "kind": "list", "text": "Challenges: Funds identified by offices as needed without coordination. No unifying view of private funds. No formal evaluation of alignment with academic strategies. No formal review of grant funding and impacts.", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:07.261+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "3f2f2ed4-53c4-4a6b-9c29-6c700a181c8c", "parentComponentId": null }, { "bbox": { "h": 0.15, "w": 0.96, "x": 0.02, "y": 0.65 }, "kind": "list", "text": "Opportunities: Funder strategy (aligning fundraising with department strategy) and Organizational structure (reviewing in-house foundation structure).", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:07.261+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "7929d763-9435-46e9-95a4-9b456ea52c22", "parentComponentId": null }, { "bbox": { "h": 0.08, "w": 0.96, "x": 0.02, "y": 0.15 }, "kind": "list", "text": "BPS does not have a unified strategy for securing external funds, leaving applications and efforts largely to the department and school level. While most grant funding is accounted for, a less formal process exists for providing transparency for private funds.", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:07.261+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "7cdc6df3-568a-4a79-9062-2bb02d5c3d7b", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.35, "x": 0.02, "y": 0.95 }, "kind": "other", "text": "Source: Interviews with BPS and City staff as well as BPS data", "attrs": null, "canon": { "kind": { "name": "Other", "slug": "other", "status": "active", "canonId": "019de52c-fa90-743c-8bf6-20d1fbe82b6d", "version": 1, "description": "Fallback when no canonical kind applies." }, "tool": null, "subkind": null, "framework": null }, "subkind": "source-note", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:07.261+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "c792e5a3-a6fd-4fb4-99dc-d185999990c7", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.35, "x": 0.02, "y": 0.03 }, "kind": "title", "text": "External funds transparency", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:07.261+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "68053d56-d0cf-45b5-b5a4-f6f2865248e6", "parentComponentId": null } ], "metrics": [], "tools": [ { "tool": { "name": "List presentation", "slug": "list-presentation", "status": "active", "bestFor": null, "canonId": "019dd9e1-4ef7-777d-ba68-9074c2b3bcf1", "version": 1, "bodyDocId": null, "description": "Bulleted, numbered, or checklist enumerations.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "005a75c9-a330-45a7-a119-35c1b92f274e", "evidence": "list/bullet: BPS does not have a unified strategy for securing external funds, leaving applications and efforts largely to the department and school level.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.8, "extraction": { "at": "2026-07-17 02:11:23.856874+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 100, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null }, { "tool": { "name": "Problem Statement Canvas", "slug": "problem-statement-canvas", "status": "active", "bestFor": null, "canonId": "019dd956-839d-744b-ad11-9bf3e3642a18", "version": 1, "bodyDocId": null, "description": "Structured definition of the problem: What? Who? Where? When? Scale?", "familyLabel": null, "categoryName": "Block", "categorySlug": "block" }, "agent": "Architect", "layer": "slide", "agents": [ "Architect" ], "matchId": "b3af930e-a7b1-4c26-8c23-5dd00fbac995", "evidence": "list/bullet: BPS does not have a unified strategy for securing external funds, leaving applications and efforts largely to the department and school level.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.7, "extraction": { "at": "2026-07-17 02:11:23.823489+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 100, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null } ], "frameworks": [], "arcBeats": [], "loops": [], "locked": true }, { "page": 101, "type": "tension", "title": "The slide contrasts school-based vs non-school based partnerships and identifies a systemic issue in partnership management.", "function": "frame_problem", "rawType": "problem_statement", "block": null, "metadata": { "slideType": "problem_statement", "slideTypeCanon": { "name": "Problem statement", "slug": "problem_statement", "status": "active", "canonId": "019de52d-0879-768d-bba8-8da8a5a121d4", "version": 1, "description": null }, "function": "frame_problem", "functionCanon": { "name": "Frame problem", "slug": "frame_problem", "status": "active", "canonId": "019de52d-13db-753e-ad70-e9b2d0dab398", "version": 1, "description": null }, "density": "dense", "densityScore": 68, "componentCount": 5, "textChars": 608, "nDataPoints": 20, "notes": "The slide contrasts school-based vs non-school based partnerships and identifies a systemic issue in partnership management.", "elementsJson": null, "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "at": "2026-07-16 19:36:07.453+00", "seconds": 2.713, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019f6b8e-e3f2-73cd-ba44-d930e8bf3977/101", "deck": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977", "deckAnchor": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977#slide-101", "deckJson": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977.json" }, "components": [ { "bbox": { "h": 0.25, "w": 0.38, "x": 0.58, "y": 0.3 }, "kind": "callout", "text": "Partnerships bring in ~$28M of funds from partners to bear on system. Recently a systematic review of these partnerships has begun, but funding continues to be granted centrally on a “relational” basis more than on a strategic basis.", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": null, "subkind": { "name": "Primary callout", "slug": "primary", "status": "active", "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d", "version": 1, "description": null }, "framework": null }, "subkind": "primary", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:07.453+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "3d7cde1a-1e27-4935-b209-8affac8b8657", "parentComponentId": null }, { "bbox": { "h": 0.25, "w": 0.38, "x": 0.58, "y": 0.58 }, "kind": "callout", "text": "At the school level there are hundreds of partners (most of whom are not receiving BPS funds) who are also not evaluated for efficacy, process for central evaluation should be mimicked at schools", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": null, "subkind": { "name": "Primary callout", "slug": "primary", "status": "active", "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d", "version": 1, "description": null }, "framework": null }, "subkind": "primary", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:07.453+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "60bca76e-9574-4165-b3e0-a8c326d0ad86", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.2, "x": 0.02, "y": 0.95 }, "kind": "other", "text": "Source: BPS Office of Partnerships", "attrs": null, "canon": { "kind": { "name": "Other", "slug": "other", "status": "active", "canonId": "019de52c-fa90-743c-8bf6-20d1fbe82b6d", "version": 1, "description": "Fallback when no canonical kind applies." }, "tool": null, "subkind": null, "framework": null }, "subkind": "source-note", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:07.453+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "bb541e9a-d2ef-4fd1-b33d-59d16918445d", "parentComponentId": null }, { "bbox": { "h": 0.7, "w": 0.45, "x": 0.08, "y": 0.18 }, "kind": "table", "text": "List of programs and their respective financial outlays", "attrs": null, "canon": { "kind": { "name": "Table", "slug": "table", "status": "active", "canonId": "019de52c-f9c8-7148-8119-eaac9594cd28", "version": 1, "description": "Tabular data layout." }, "tool": null, "subkind": { "name": "Data table", "slug": "data", "status": "active", "canonId": "019de52d-02d5-75b8-8abf-88e92bf63569", "version": 1, "description": null }, "framework": null }, "subkind": "data", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:07.453+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "5b81eae3-cbcb-43da-b760-14af1893790e", "parentComponentId": null }, { "bbox": { "h": 0.1, "w": 0.8, "x": 0.05, "y": 0.05 }, "kind": "title", "text": "BPS spends $10M annually on partnerships that are not regularly reviewed for student impact", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:07.453+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "0f6ac60d-3576-4f5e-bf4d-89ae2abd2ee1", "parentComponentId": null } ], "metrics": [], "tools": [ { "tool": { "name": "Call to action", "slug": "call-to-action", "status": "active", "bestFor": null, "canonId": "019dd9e1-4bbb-702a-9ead-82daf188bb7c", "version": 1, "bodyDocId": null, "description": "Explicit prescription of what the audience should do next.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "418f3a92-4d4c-4ceb-ac89-f9cd68a6ff07", "evidence": "callout/primary: Partnerships bring in ~$28M of funds from partners to bear on system.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.6, "extraction": { "at": "2026-07-17 02:11:23.960198+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 101, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null }, { "tool": { "name": "Problem Statement Canvas", "slug": "problem-statement-canvas", "status": "active", "bestFor": null, "canonId": "019dd956-839d-744b-ad11-9bf3e3642a18", "version": 1, "bodyDocId": null, "description": "Structured definition of the problem: What? Who? Where? When? Scale?", "familyLabel": null, "categoryName": "Block", "categorySlug": "block" }, "agent": "Architect", "layer": "slide", "agents": [ "Architect" ], "matchId": "4841504c-308a-4106-aacd-8f54f4cabe63", "evidence": "callout/primary: Partnerships bring in ~$28M of funds from partners to bear on system.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.7, "extraction": { "at": "2026-07-17 02:11:23.925771+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 101, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null } ], "frameworks": [], "arcBeats": [], "loops": [], "locked": true }, { "page": 102, "type": "tension", "title": "RFP 25 context; mentions BPS (Boston Public Schools) and City of Boston payroll audits.", "function": "frame_problem", "rawType": "problem_statement", "block": null, "metadata": { "slideType": "problem_statement", "slideTypeCanon": { "name": "Problem statement", "slug": "problem_statement", "status": "active", "canonId": "019de52d-0879-768d-bba8-8da8a5a121d4", "version": 1, "description": null }, "function": "frame_problem", "functionCanon": { "name": "Frame problem", "slug": "frame_problem", "status": "active", "canonId": "019de52d-13db-753e-ad70-e9b2d0dab398", "version": 1, "description": null }, "density": "dense", "densityScore": 66, "componentCount": 6, "textChars": 552, "nDataPoints": 0, "notes": "RFP 25 context; mentions BPS (Boston Public Schools) and City of Boston payroll audits.", "elementsJson": null, "confidence": 0.95, "extraction": { "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "at": "2026-07-16 19:36:07.804+00", "seconds": 2.85, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019f6b8e-e3f2-73cd-ba44-d930e8bf3977/102", "deck": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977", "deckAnchor": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977#slide-102", "deckJson": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977.json" }, "components": [ { "bbox": { "h": 0.25, "w": 0.48, "x": 0.5, "y": 0.3 }, "kind": "list", "text": "Challenges: Manual sign-in sheets, lack of automation, potential for abuse, low standards for leave verification.", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:07.804+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "0c3436f5-9d32-4ddd-b152-315e3a51910e", "parentComponentId": null }, { "bbox": { "h": 0.25, "w": 0.48, "x": 0.01, "y": 0.3 }, "kind": "list", "text": "Strengths: Manager/timekeeper approval, default hours reduce errors, recent process identification, regular audits.", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:07.804+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "450c92e4-954f-43da-aba4-8ca376cc3932", "parentComponentId": null }, { "bbox": { "h": 0.2, "w": 0.98, "x": 0.01, "y": 0.65 }, "kind": "list", "text": "Opportunities: Transition to automated electronic system; improve leave verification and data tracking for accountability.", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:07.804+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "652ee51f-a150-416d-9dfe-3f3077d3c8ed", "parentComponentId": null }, { "bbox": { "h": 0.15, "w": 0.98, "x": 0.01, "y": 0.0013 }, "kind": "list", "text": "Summary points: Timekeeping is paper-based; requires manual keying. Controls require manager approval and department head review.", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:07.804+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "ece10495-67b3-4f06-89b4-760ee0d00c83", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.4, "x": 0.01, "y": 0.95 }, "kind": "other", "text": "Source: Interviews with BPS and City staff as well as BPS data", "attrs": null, "canon": { "kind": { "name": "Other", "slug": "other", "status": "active", "canonId": "019de52c-fa90-743c-8bf6-20d1fbe82b6d", "version": 1, "description": "Fallback when no canonical kind applies." }, "tool": null, "subkind": null, "framework": null }, "subkind": "source-note", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:07.804+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "4a4ada0d-0859-47ed-8bd1-71195f077d67", "parentComponentId": null }, { "bbox": { "h": 0.04, "w": 0.15, "x": 0.01, "y": 0.03 }, "kind": "title", "text": "Timekeeping", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:07.804+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "b7629270-aaa5-45a3-bb26-6db87c3c2b4c", "parentComponentId": null } ], "metrics": [], "tools": [ { "tool": { "name": "List presentation", "slug": "list-presentation", "status": "active", "bestFor": null, "canonId": "019dd9e1-4ef7-777d-ba68-9074c2b3bcf1", "version": 1, "bodyDocId": null, "description": "Bulleted, numbered, or checklist enumerations.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "0da70d44-6cf1-453c-9b3e-7c2aafde5e7d", "evidence": "list/bullet: Summary points: Timekeeping is paper-based; requires manual keying.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.8, "extraction": { "at": "2026-07-17 02:11:24.064329+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 102, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null }, { "tool": { "name": "Problem Statement Canvas", "slug": "problem-statement-canvas", "status": "active", "bestFor": null, "canonId": "019dd956-839d-744b-ad11-9bf3e3642a18", "version": 1, "bodyDocId": null, "description": "Structured definition of the problem: What? Who? Where? When? Scale?", "familyLabel": null, "categoryName": "Block", "categorySlug": "block" }, "agent": "Architect", "layer": "slide", "agents": [ "Architect" ], "matchId": "9384b2c7-6be4-4b93-af09-297ac1411de9", "evidence": "list/bullet: Summary points: Timekeeping is paper-based; requires manual keying.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.7, "extraction": { "at": "2026-07-17 02:11:24.028857+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 102, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null } ], "frameworks": [], "arcBeats": [], "loops": [], "locked": true }, { "page": 103, "type": "tension", "title": "RFP 25 slide from a larger deck.", "function": "frame_problem", "rawType": "problem_statement", "block": null, "metadata": { "slideType": "problem_statement", "slideTypeCanon": { "name": "Problem statement", "slug": "problem_statement", "status": "active", "canonId": "019de52d-0879-768d-bba8-8da8a5a121d4", "version": 1, "description": null }, "function": "frame_problem", "functionCanon": { "name": "Frame problem", "slug": "frame_problem", "status": "active", "canonId": "019de52d-13db-753e-ad70-e9b2d0dab398", "version": 1, "description": null }, "density": "overcrowded", "densityScore": 78, "componentCount": 6, "textChars": 990, "nDataPoints": 2, "notes": "RFP 25 slide from a larger deck.", "elementsJson": null, "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "at": "2026-07-16 19:36:08.266+00", "seconds": 3.125, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019f6b8e-e3f2-73cd-ba44-d930e8bf3977/103", "deck": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977", "deckAnchor": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977#slide-103", "deckJson": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977.json" }, "components": [ { "bbox": { "h": 0.15, "w": 0.95, "x": 0.02, "y": 0.0016 }, "kind": "list", "text": "BPS performs roughly 50% of city's procurement transactions; City purchasing requirements and regulations are observed and in place for all purchases; The large volume of procurement that BPS handles regularly leads to slower approvals and execution", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:08.266+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "301d8f13-de29-404a-b389-73b1f3d311d7", "parentComponentId": null }, { "bbox": { "h": 0.2, "w": 0.95, "x": 0.02, "y": 0.65 }, "kind": "list", "text": "Process mapping: A fuller understanding of where procurement slows down, from an operations perspective, could unlock capacity and improve customer satisfaction; BPS as the largest city agency could drive different procurement practices", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:08.266+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "736eab12-6bbf-4ba3-82fe-4f0b93e2e066", "parentComponentId": null }, { "bbox": { "h": 0.2, "w": 0.45, "x": 0.02, "y": 0.3 }, "kind": "list", "text": "Strengths: BPS procurement policies set by city and followed consistently; Stories of procurement officials not eating food at official functions because they don't believe money should go to food abound", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:08.266+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "76254932-2d5c-4389-815b-0c472568b849", "parentComponentId": null }, { "bbox": { "h": 0.2, "w": 0.45, "x": 0.5, "y": 0.3 }, "kind": "list", "text": "Challenges: School and central based staff complain that procurement process frequently takes too long; Responsible for 50% of city's purchasing transactions, while representing just over a third of the city's budget", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:08.266+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "ba54d4d5-5a41-4eb7-97ef-a32f3956910b", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.4, "x": 0.02, "y": 0.95 }, "kind": "other", "text": "Source: Interviews with BPS and City staff as well as BPS data", "attrs": null, "canon": { "kind": { "name": "Other", "slug": "other", "status": "active", "canonId": "019de52c-fa90-743c-8bf6-20d1fbe82b6d", "version": 1, "description": "Fallback when no canonical kind applies." }, "tool": null, "subkind": null, "framework": null }, "subkind": "source-note", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:08.266+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "e3a84a2b-3545-48c6-ac2f-8478a5ed7ffb", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.35, "x": 0.02, "y": 0.03 }, "kind": "title", "text": "Contracts and purchasing", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:08.266+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "32c1d416-bffe-487b-8d16-897000234621", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [ { "matchId": "14cdc5ed-9a80-4e53-afe7-cf83fc737786", "evidence": "Explicit mention of 'Process mapping' as a strategic opportunity.", "framework": null, "confidence": 0.9, "extraction": { "at": "2026-07-16 19:36:08.266+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 103, "frameworkName": "process-mapping" } ], "arcBeats": [], "loops": [], "locked": true }, { "page": 104, "type": "tension", "title": "RFP 25 context; highlights the disconnect between declining enrollment and static building footprint.", "function": "frame_problem", "rawType": "problem_statement", "block": null, "metadata": { "slideType": "problem_statement", "slideTypeCanon": { "name": "Problem statement", "slug": "problem_statement", "status": "active", "canonId": "019de52d-0879-768d-bba8-8da8a5a121d4", "version": 1, "description": null }, "function": "frame_problem", "functionCanon": { "name": "Frame problem", "slug": "frame_problem", "status": "active", "canonId": "019de52d-13db-753e-ad70-e9b2d0dab398", "version": 1, "description": null }, "density": "overcrowded", "densityScore": 79, "componentCount": 6, "textChars": 905, "nDataPoints": 5, "notes": "RFP 25 context; highlights the disconnect between declining enrollment and static building footprint.", "elementsJson": null, "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "at": "2026-07-16 19:36:08.324+00", "seconds": 3.103, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019f6b8e-e3f2-73cd-ba44-d930e8bf3977/104", "deck": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977", "deckAnchor": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977#slide-104", "deckJson": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977.json" }, "components": [ { "bbox": { "h": 0.15, "w": 0.48, "x": 0.02, "y": 0.3 }, "kind": "list", "text": "Strengths: Master plan on track to select vendor; New plan will also look at BPS financing directly", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:08.324+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "1c97d8b0-368b-4256-ad0e-77b8942294a6", "parentComponentId": null }, { "bbox": { "h": 0.1, "w": 0.96, "x": 0.02, "y": 0.15 }, "kind": "list", "text": "Rough estimates that current schools stock requires between $3 and $4B in renovation; 12M square feet of buildings in BPS system (3/4 of all city square footage), with little scaling back of footprint despite declining enrollment over decades", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:08.324+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "480ac3e6-447d-4a60-aed9-feb50cc0f498", "parentComponentId": null }, { "bbox": { "h": 0.2, "w": 0.96, "x": 0.02, "y": 0.65 }, "kind": "list", "text": "District footprint: The district has lost ~10K students (1/6 of enrollment) in the last 20 years, but still operates the same number of buildings; Master plan has to ensure that investments are not being made on buildings that potentially no longer be part of the BPS portfolio", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:08.324+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "6b6b2e2b-ca2e-4253-82f4-78e4f73df41e", "parentComponentId": null }, { "bbox": { "h": 0.25, "w": 0.48, "x": 0.5, "y": 0.3 }, "kind": "list", "text": "Challenges: No facility renewal plan; No data tracking; Back of the envelope estimates point towards $4B in needed renovation; Building financing has historically been done through the city", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:08.324+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "b5e97733-1f6f-404a-bf72-813b8b65cf8e", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.4, "x": 0.02, "y": 0.95 }, "kind": "other", "text": "Source: Interviews with BPS and City staff as well as BPS data", "attrs": null, "canon": { "kind": { "name": "Other", "slug": "other", "status": "active", "canonId": "019de52c-fa90-743c-8bf6-20d1fbe82b6d", "version": 1, "description": "Fallback when no canonical kind applies." }, "tool": null, "subkind": null, "framework": null }, "subkind": "annotation", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:08.324+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "1bbda2be-ecd2-4aae-9f7c-541ae2095552", "parentComponentId": null }, { "bbox": { "h": 0.04, "w": 0.45, "x": 0.02, "y": 0.03 }, "kind": "title", "text": "Building construction and renovation", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:08.324+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "849048a1-b1fe-48a3-9814-023a2586fc39", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [], "arcBeats": [], "loops": [], "locked": true }, { "page": 105, "type": "tension", "title": "RFP 25; mentions BPS (Boston Public Schools) and CAO (Chief Academic Officer).", "function": "frame_problem", "rawType": "pain_points", "block": null, "metadata": { "slideType": "pain_points", "slideTypeCanon": { "name": "Pain points", "slug": "pain_points", "status": "active", "canonId": "019de52d-08a0-761d-a14f-1dbc5e447381", "version": 1, "description": null }, "function": "frame_problem", "functionCanon": { "name": "Frame problem", "slug": "frame_problem", "status": "active", "canonId": "019de52d-13db-753e-ad70-e9b2d0dab398", "version": 1, "description": null }, "density": "overcrowded", "densityScore": 76, "componentCount": 6, "textChars": 784, "nDataPoints": 1, "notes": "RFP 25; mentions BPS (Boston Public Schools) and CAO (Chief Academic Officer).", "elementsJson": null, "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "at": "2026-07-16 19:36:09.763+00", "seconds": 4.416, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019f6b8e-e3f2-73cd-ba44-d930e8bf3977/105", "deck": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977", "deckAnchor": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977#slide-105", "deckJson": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977.json" }, "components": [ { "bbox": { "h": 0.08, "w": 0.96, "x": 0.02, "y": 0.16 }, "kind": "list", "text": "Extra-curricular activities are largely managed at the school-level, leaving principals and communities with a great deal of autonomy around what types of activities are made available to students. Limited accountability for partnerships at district and school levels.", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:09.763+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "30d20421-a14c-4dd1-b7be-4d325ad457d1", "parentComponentId": null }, { "bbox": { "h": 0.12, "w": 0.96, "x": 0.02, "y": 0.67 }, "kind": "list", "text": "Opportunities: Accountability through comprehensive audits, KPI alignment, and robust accounting of school-level funding to maximize multiplier effects.", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:09.763+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "5bf70577-f86a-47ef-b363-85834d110c9e", "parentComponentId": null }, { "bbox": { "h": 0.22, "w": 0.48, "x": 0.02, "y": 0.3 }, "kind": "list", "text": "Strengths: 600-800 OST providers, self-funded support, recent provider mapping, increased oversight for centrally funded partners.", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:09.763+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "75eb4c68-57f0-4192-9da9-58a76dcb90c5", "parentComponentId": null }, { "bbox": { "h": 0.22, "w": 0.48, "x": 0.5, "y": 0.3 }, "kind": "list", "text": "Challenges: Thin data on programming, lack of effectiveness audits, limited oversight on school spending, no policies for universal availability.", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:09.763+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "f662a47d-3001-4019-84da-3fa7fb62a870", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.4, "x": 0.02, "y": 0.95 }, "kind": "source-note", "text": "Source: Interviews with BPS and City staff as well as BPS data", "attrs": null, "canon": { "kind": { "name": "Source note", "slug": "source-note", "status": "active", "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948", "version": 1, "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": "source-note", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:09.763+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "2583640e-8572-4d74-a8ff-e702a4f8fd6d", "parentComponentId": null }, { "bbox": { "h": 0.04, "w": 0.35, "x": 0.02, "y": 0.03 }, "kind": "title", "text": "Extra-curricular activities", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:09.763+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "b1b209d5-da46-444c-a641-ef47c2c4bebd", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [], "arcBeats": [], "loops": [], "locked": true }, { "page": 106, "type": "setup", "title": "RFP 25, FY14: $3.9M", "function": "summarize", "rawType": "executive_summary", "block": null, "metadata": { "slideType": "executive_summary", "slideTypeCanon": { "name": "Executive summary", "slug": "executive_summary", "status": "active", "canonId": "019de52d-06be-73ff-81b3-f99fe7f0025e", "version": 1, "description": null }, "function": "summarize", "functionCanon": { "name": "Summarize", "slug": "summarize", "status": "active", "canonId": "019de52d-1541-704f-b86f-bf7b75056373", "version": 1, "description": null }, "density": "overcrowded", "densityScore": 81, "componentCount": 6, "textChars": 1378, "nDataPoints": 8, "notes": "RFP 25, FY14: $3.9M", "elementsJson": null, "confidence": 0.95, "extraction": { "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "at": "2026-07-16 19:36:08.754+00", "seconds": 3.158, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019f6b8e-e3f2-73cd-ba44-d930e8bf3977/106", "deck": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977", "deckAnchor": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977#slide-106", "deckJson": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977.json" }, "components": [ { "bbox": { "h": 0.15, "w": 0.98, "x": 0.01, "y": 0.65 }, "kind": "list", "text": "Facilities plan: As part of master facilities plan, school security should be considered and integrated into evaluations of buildings; under-enrolled facilities are harder to secure and keep students safe, looking at incidents against building capacities and occupancies could reveal certain tipping points in school security numbers.", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:08.754+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "c6715b18-6ade-481c-937c-201e7750f65f", "parentComponentId": null }, { "bbox": { "h": 0.15, "w": 0.98, "x": 0.01, "y": 0.0016 }, "kind": "list", "text": "Schools are increasingly safe over a 6 year period, with a recent uptick in incidents in school year 2014-2015. Not all schools have been fully trained in active shooter scenarios, due to limits on principal time.", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:08.754+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "e63842e7-2cf8-4c50-bf61-94ce94a71a85", "parentComponentId": null }, { "bbox": { "h": 0.25, "w": 0.48, "x": 0.01, "y": 0.3 }, "kind": "list", "text": "Strengths: Incidents down 20% since 2008-2009; Arrests down 67% since 2008-2009; Security officers have training and approach to schools that involves proactive culture building, not only reactive policing to incidents.", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Comparison list", "slug": "comparison", "status": "active", "canonId": "019de52c-fce7-733e-99d3-030a104727bf", "version": 1, "description": null }, "framework": null }, "subkind": "comparison", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:08.754+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "9afe4276-685a-4b35-877f-4ca709c062dd", "parentComponentId": null }, { "bbox": { "h": 0.35, "w": 0.48, "x": 0.51, "y": 0.3 }, "kind": "list", "text": "Challenges: Recent spike in activity in the 1st semester, incidents up 10% versus 2013-2014 year to date, with spikes in Assault with a Dangerous Weapon (+83%), Disruption of School Assembly (32%), Possession of controlled substance (+27%). Multiple attempts by school security to principals active shooter trained have failed as principals have not attended workshops. Some district policies are not clearly established or enforced (e.g., use of metal detectors). Assault and battery incidents 2012-2013 three times the rate of peer average.", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Comparison list", "slug": "comparison", "status": "active", "canonId": "019de52c-fce7-733e-99d3-030a104727bf", "version": 1, "description": null }, "framework": null }, "subkind": "comparison", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:08.754+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "c66d43bb-af37-4121-845d-a6a7956d7d68", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.4, "x": 0.01, "y": 0.95 }, "kind": "other", "text": "Source: Interviews with BPS and City staff as well as BPS data", "attrs": null, "canon": { "kind": { "name": "Other", "slug": "other", "status": "active", "canonId": "019de52c-fa90-743c-8bf6-20d1fbe82b6d", "version": 1, "description": "Fallback when no canonical kind applies." }, "tool": null, "subkind": null, "framework": null }, "subkind": "source-note", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:08.754+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "cf94acee-bbf7-44e8-b4b9-83ee9a29359d", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.12, "x": 0.01, "y": 0.03 }, "kind": "title", "text": "Security", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:08.754+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "22fd4fb8-82c2-4768-afb1-65cd97e2e3cf", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [], "arcBeats": [], "loops": [], "locked": true }, { "page": 107, "type": "resolution", "title": "Includes a callout box suggesting that the downward trend allows for proactive police involvement.", "function": "analyze_data", "rawType": "key_takeaways", "block": null, "metadata": { "slideType": "key_takeaways", "slideTypeCanon": { "name": "Key takeaways", "slug": "key_takeaways", "status": "active", "canonId": "019de52d-06e7-7674-a891-9f7de3b11b6d", "version": 1, "description": null }, "function": "analyze_data", "functionCanon": { "name": "Analyze data", "slug": "analyze_data", "status": "active", "canonId": "019de52d-1590-7413-8c82-cc218cff40b4", "version": 1, "description": null }, "density": "dense", "densityScore": 61, "componentCount": 5, "textChars": 423, "nDataPoints": 14, "notes": "Includes a callout box suggesting that the downward trend allows for proactive police involvement.", "elementsJson": null, "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "at": "2026-07-16 19:36:09.318+00", "seconds": 3.222, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019f6b8e-e3f2-73cd-ba44-d930e8bf3977/107", "deck": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977", "deckAnchor": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977#slide-107", "deckJson": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977.json" }, "components": [ { "bbox": { "h": 0.25, "w": 0.32, "x": 0.65, "y": 0.42 }, "kind": "callout", "text": "Downward trajectory in incidents provides opportunities for police officers to be more proactively involved in school communities, putting further downward pressure on incidents", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": null, "subkind": { "name": "Primary callout", "slug": "primary", "status": "active", "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d", "version": 1, "description": null }, "framework": null }, "subkind": "primary", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:09.318+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "04d3f69e-7a08-4b4d-be2a-c5e3e887e119", "parentComponentId": null }, { "bbox": { "h": 0.08, "w": 0.22, "x": 0.61, "y": 0.3 }, "kind": "callout", "text": "Year to date incidents in 2014-2015 are up 10%", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": null, "subkind": { "name": "Primary callout", "slug": "primary", "status": "active", "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d", "version": 1, "description": null }, "framework": null }, "subkind": "primary", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:09.318+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "51882e8d-ec76-4a07-b19f-a88e0b8301ec", "parentComponentId": null }, { "bbox": { "h": 0.75, "w": 0.55, "x": 0.06, "y": 0.2 }, "kind": "chart", "text": "Arrests and reported incidents at BPS schools", "attrs": null, "canon": { "kind": { "name": "Chart", "slug": "chart", "status": "active", "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8", "version": 1, "description": "Quantitative chart." }, "tool": null, "subkind": { "name": "Line chart", "slug": "line", "status": "active", "canonId": "019de52c-ff62-778f-8f6c-a952ceae8677", "version": 1, "description": null }, "framework": null }, "subkind": "line", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:09.318+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "a8e1b2fb-ef08-4435-a541-cb2665dee574", "parentComponentId": null }, { "bbox": { "h": 0.04, "w": 0.4, "x": 0.01, "y": 0.95 }, "kind": "source-note", "text": "SOURCE: Operations department performance management; Council of Great City Schools", "attrs": null, "canon": { "kind": { "name": "Source note", "slug": "source-note", "status": "active", "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948", "version": 1, "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": "source-note", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:09.318+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "1e879db8-e8c7-4e66-8316-c85ff5ea8491", "parentComponentId": null }, { "bbox": { "h": 0.08, "w": 0.75, "x": 0.01, "y": 0.04 }, "kind": "title", "text": "The number of school incidents and arrests have been on a steady decline", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:09.318+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "56f27323-ce4c-42f9-99d7-6ec2d0d06cf8", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [], "arcBeats": [], "loops": [], "locked": true }, { "page": 108, "type": "tension", "title": "RFP 25 context; mentions FY14 budget of $0.3M.", "function": "frame_problem", "rawType": "executive_summary", "block": null, "metadata": { "slideType": "executive_summary", "slideTypeCanon": { "name": "Executive summary", "slug": "executive_summary", "status": "active", "canonId": "019de52d-06be-73ff-81b3-f99fe7f0025e", "version": 1, "description": null }, "function": "frame_problem", "functionCanon": { "name": "Frame problem", "slug": "frame_problem", "status": "active", "canonId": "019de52d-13db-753e-ad70-e9b2d0dab398", "version": 1, "description": null }, "density": "dense", "densityScore": 68, "componentCount": 5, "textChars": 794, "nDataPoints": 1, "notes": "RFP 25 context; mentions FY14 budget of $0.3M.", "elementsJson": null, "confidence": 0.95, "extraction": { "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "at": "2026-07-16 19:36:09.188+00", "seconds": 2.737, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019f6b8e-e3f2-73cd-ba44-d930e8bf3977/108", "deck": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977", "deckAnchor": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977#slide-108", "deckJson": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977.json" }, "components": [ { "bbox": { "h": 0.25, "w": 0.98, "x": 0.01, "y": 0.64 }, "kind": "list", "text": "Opportunities and potential impacts: Strategy: School Committee is developing strategy through conversations with the community, but is not working closely with BPS leadership and without a permanent superintendent in place.", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:09.188+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "6e9df6f6-c299-4b60-8b14-5ffe60dc1219", "parentComponentId": null }, { "bbox": { "h": 0.08, "w": 0.98, "x": 0.01, "y": 0.13 }, "kind": "list", "text": "Summary points: School Committee has a newer set of folks who are engaged and passionate about community engagement and oversight; In the process of developing a district strategy, which could complicate and discussions with future superintendents.", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:09.188+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "f91b0405-82ed-4cf7-bed4-e36a1800533e", "parentComponentId": null }, { "bbox": { "h": 0.25, "w": 0.98, "x": 0.01, "y": 0.26 }, "kind": "list", "text": "Strengths: Very small budget, run lean organization, supported by 1.8 FTE's; New blood on the School Committee is very involved and passionate about its role as providing effective oversight. Challenges: Lack of clarity around strategy setting.", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Comparison list", "slug": "comparison", "status": "active", "canonId": "019de52c-fce7-733e-99d3-030a104727bf", "version": 1, "description": null }, "framework": null }, "subkind": "comparison", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:09.188+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "0edd7846-667a-4741-a25e-8c8e50c23b94", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.4, "x": 0.01, "y": 0.95 }, "kind": "other", "text": "Source: Interviews with BPS and City staff as well as BPS data", "attrs": null, "canon": { "kind": { "name": "Other", "slug": "other", "status": "active", "canonId": "019de52c-fa90-743c-8bf6-20d1fbe82b6d", "version": 1, "description": "Fallback when no canonical kind applies." }, "tool": null, "subkind": null, "framework": null }, "subkind": "source-note", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:09.188+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "6222d8bb-cb12-4401-b865-dbf4fc229d6a", "parentComponentId": null }, { "bbox": { "h": 0.04, "w": 0.25, "x": 0.01, "y": 0.03 }, "kind": "title", "text": "School committee", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:09.188+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "036eddd5-50a7-461c-b177-8176a23e8d5b", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [], "arcBeats": [], "loops": [], "locked": true }, { "page": 109, "type": "setup", "function": "front_matter", "rawType": "table_of_contents", "block": null, "metadata": { "slideType": "table_of_contents", "slideTypeCanon": { "name": "Table of contents", "slug": "table_of_contents", "status": "active", "canonId": "019de52d-0643-721b-9b85-69676bb85cf8", "version": 1, "description": null }, "function": "front_matter", "functionCanon": { "name": "Front matter", "slug": "front_matter", "status": "active", "canonId": "019de52d-133d-73f0-9e26-201eda96b098", "version": 1, "description": null }, "density": "sparse", "densityScore": 18, "componentCount": 2, "textChars": 243, "nDataPoints": 0, "notes": null, "elementsJson": null, "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "at": "2026-07-16 19:36:08.361+00", "seconds": 1.746, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019f6b8e-e3f2-73cd-ba44-d930e8bf3977/109", "deck": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977", "deckAnchor": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977#slide-109", "deckJson": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977.json" }, "components": [ { "bbox": { "h": 0.62, "w": 0.35, "x": 0.358, "y": 0.192 }, "kind": "list", "text": "Executive summary\nSystem overview\nPhase I: Scan of 25 RFP areas\nPhase II: Area deep dives\n- District overextension\n- Special education\n- Organizational effectiveness\n- Other operational areas\nPhase III: Capturing opportunities\nAppendix", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:08.361+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "5b1e8aa8-20f0-4659-9165-9261c61c8f4f", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.13, "x": 0.12, "y": 0.04 }, "kind": "title", "text": "Contents", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:08.361+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "052bad1e-f9a2-4ce2-a443-244916c58f5f", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [], "arcBeats": [], "loops": [], "locked": true }, { "page": 110, "type": "setup", "title": "The slide uses a structured table format to map problem descriptions to proposed deep-dive methodologies.", "function": "present_solution", "rawType": "transition", "block": null, "metadata": { "slideType": "transition", "slideTypeCanon": { "name": "Transition", "slug": "transition", "status": "active", "canonId": "019de52d-0693-7766-9f05-887f41f8e41e", "version": 1, "description": null }, "function": "present_solution", "functionCanon": { "name": "Present solution", "slug": "present_solution", "status": "active", "canonId": "019de52d-15b8-71da-bd23-2b767850cbce", "version": 1, "description": null }, "density": "balanced", "densityScore": 32, "componentCount": 3, "textChars": 268, "nDataPoints": 1, "notes": "The slide uses a structured table format to map problem descriptions to proposed deep-dive methodologies.", "elementsJson": null, "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "at": "2026-07-16 19:36:09.241+00", "seconds": 2.613, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019f6b8e-e3f2-73cd-ba44-d930e8bf3977/110", "deck": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977", "deckAnchor": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977#slide-110", "deckJson": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977.json" }, "components": [ { "bbox": { "h": 0.02, "w": 0.2, "x": 0.05, "y": 0.01 }, "kind": "subtitle", "text": "PHASE II: DEEP DIVES", "attrs": null, "canon": { "kind": { "name": "Subtitle", "slug": "subtitle", "status": "active", "canonId": "82d821ee-2793-42e7-8f16-c6131385a3ce", "version": 1, "description": "Header-zone supporting text near the title (= ex body.description with bbox)." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:09.241+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "106b18c4-caf2-4c8f-900f-e800361bf62f", "parentComponentId": null }, { "bbox": { "h": 0.75, "w": 0.9, "x": 0.05, "y": 0.15 }, "kind": "table", "text": "Table showing 4 areas: District overextension, Organization, Special education, Other operational areas, with descriptions and deep dive plans.", "attrs": null, "canon": { "kind": { "name": "Table", "slug": "table", "status": "active", "canonId": "019de52c-f9c8-7148-8119-eaac9594cd28", "version": 1, "description": "Tabular data layout." }, "tool": null, "subkind": { "name": "Data table", "slug": "data", "status": "active", "canonId": "019de52d-02d5-75b8-8abf-88e92bf63569", "version": 1, "description": null }, "framework": null }, "subkind": "data", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:09.241+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "bfedab94-e851-4a7e-b72b-938e0b049818", "parentComponentId": null }, { "bbox": { "h": 0.08, "w": 0.8, "x": 0.05, "y": 0.03 }, "kind": "title", "text": "Through an analysis of the RFP areas, the Steering Committee identified four areas for further deep dives", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:09.241+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "40390c34-298e-419d-8d3c-1b6456ccc9b3", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [ { "matchId": "240ee977-79cc-457e-a3d1-bfb28351f246", "evidence": "Structured list of four items with corresponding descriptions and actions.", "framework": null, "confidence": 0.9, "extraction": { "at": "2026-07-16 19:36:09.241+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 110, "frameworkName": "list-presentation" } ], "arcBeats": [], "loops": [], "locked": true }, { "page": 111, "type": "setup", "function": "front_matter", "rawType": "table_of_contents", "block": null, "metadata": { "slideType": "table_of_contents", "slideTypeCanon": { "name": "Table of contents", "slug": "table_of_contents", "status": "active", "canonId": "019de52d-0643-721b-9b85-69676bb85cf8", "version": 1, "description": null }, "function": "front_matter", "functionCanon": { "name": "Front matter", "slug": "front_matter", "status": "active", "canonId": "019de52d-133d-73f0-9e26-201eda96b098", "version": 1, "description": null }, "density": "sparse", "densityScore": 18, "componentCount": 2, "textChars": 243, "nDataPoints": 0, "notes": null, "elementsJson": null, "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "at": "2026-07-16 19:36:08.404+00", "seconds": 1.731, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019f6b8e-e3f2-73cd-ba44-d930e8bf3977/111", "deck": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977", "deckAnchor": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977#slide-111", "deckJson": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977.json" }, "components": [ { "bbox": { "h": 0.615, "w": 0.335, "x": 0.358, "y": 0.192 }, "kind": "list", "text": "Executive summary\nSystem overview\nPhase I: Scan of 25 RFP areas\nPhase II: Area deep dives\n- District overextension\n- Special education\n- Organizational effectiveness\n- Other operational areas\nPhase III: Capturing opportunities\nAppendix", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:08.404+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "44b905cd-6a76-44b0-ac8d-65e1c6119736", "parentComponentId": null }, { "bbox": { "h": 0.04, "w": 0.13, "x": 0.12, "y": 0.04 }, "kind": "title", "text": "Contents", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:08.404+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "6f7db464-43f2-480e-9966-17eb62e2a188", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [], "arcBeats": [], "loops": [], "locked": true }, { "page": 112, "type": "setup", "title": "Part of the 'District Overextension' section.", "function": "summarize", "rawType": "appendix_disclosure", "block": null, "metadata": { "slideType": "appendix_disclosure", "slideTypeCanon": { "name": "Appendix disclosure", "slug": "appendix_disclosure", "status": "active", "canonId": "019de52d-07b2-7549-8e8b-932a19f6e616", "version": 1, "description": null }, "function": "summarize", "functionCanon": { "name": "Summarize", "slug": "summarize", "status": "active", "canonId": "019de52d-1541-704f-b86f-bf7b75056373", "version": 1, "description": null }, "density": "balanced", "densityScore": 37, "componentCount": 3, "textChars": 475, "nDataPoints": 0, "notes": "Part of the 'District Overextension' section.", "elementsJson": null, "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "at": "2026-07-16 19:36:09.11+00", "seconds": 2.236, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019f6b8e-e3f2-73cd-ba44-d930e8bf3977/112", "deck": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977", "deckAnchor": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977#slide-112", "deckJson": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977.json" }, "components": [ { "bbox": { "h": 0.4, "w": 0.64, "x": 0.18, "y": 0.3 }, "kind": "list", "text": "Values have been used throughout this section to estimate the potential costs and savings associated with closing a BPS school. These numbers are based on averages that, while helpful for estimation, do not take into account the full complexity of the situation. These numbers should give a sense of the situation but should not be used as expectations for future work without taking into account a full analysis of the situation.", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:09.11+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "c5780b8c-e08d-4177-95d7-da5c80bf37cf", "parentComponentId": null }, { "bbox": { "h": 0.04, "w": 0.07, "x": 0.91, "y": 0.04 }, "kind": "other", "text": "DRAFT", "attrs": null, "canon": { "kind": { "name": "Other", "slug": "other", "status": "active", "canonId": "019de52c-fa90-743c-8bf6-20d1fbe82b6d", "version": 1, "description": "Fallback when no canonical kind applies." }, "tool": null, "subkind": { "name": "Unclassified", "slug": "unclassified", "status": "active", "canonId": "019de52d-05ca-77db-81fb-db7d4234bbc0", "version": 1, "description": null }, "framework": null }, "subkind": "unclassified", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:09.11+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "6c743248-ac6b-4109-afbe-92dc6066f5f6", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.5, "x": 0.01, "y": 0.03 }, "kind": "title", "text": "Warning on use of values in this section", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:09.11+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "771e04c4-5cd2-4fd3-8751-9e22a9fb8048", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [], "arcBeats": [], "loops": [], "locked": true }, { "page": 113, "type": "setup", "title": "The slide outlines a problem-solution framework regarding school district capacity.", "function": "summarize", "rawType": "executive_summary", "block": null, "metadata": { "slideType": "executive_summary", "slideTypeCanon": { "name": "Executive summary", "slug": "executive_summary", "status": "active", "canonId": "019de52d-06be-73ff-81b3-f99fe7f0025e", "version": 1, "description": null }, "function": "summarize", "functionCanon": { "name": "Summarize", "slug": "summarize", "status": "active", "canonId": "019de52d-1541-704f-b86f-bf7b75056373", "version": 1, "description": null }, "density": "overcrowded", "densityScore": 82, "componentCount": 6, "textChars": 1878, "nDataPoints": 6, "notes": "The slide outlines a problem-solution framework regarding school district capacity.", "elementsJson": null, "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "at": "2026-07-16 19:36:10.402+00", "seconds": 3.422, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019f6b8e-e3f2-73cd-ba44-d930e8bf3977/113", "deck": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977", "deckAnchor": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977#slide-113", "deckJson": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977.json" }, "components": [ { "bbox": { "h": 0.18, "w": 0.94, "x": 0.03, "y": 0.11 }, "kind": "list", "text": "BPS has a larger footprint than is required of its comparable peers. Since the early 1970s, the total number of students enrolled in the district has declined by ~40,000, while the number of active BPS buildings has remained relatively constant. In the next 15 years, student enrollment may continue to change due in part to a changing population but could change drastically if the charter cap is lifted, leaving BPS with up to 44,000 seats in excess capacity.", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:10.402+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "06a905d6-8faa-4292-8bb8-a2e49b59db10", "parentComponentId": null }, { "bbox": { "h": 0.18, "w": 0.94, "x": 0.03, "y": 0.3 }, "kind": "list", "text": "Operating with extra capacity costs BPS. BPS incurs annual expenses of ~$4.6M per open school in operating expenses, before considering the additional tolls of a large system including a more dispersed focus for Central Office teams than is truly needed, smaller communities of support and engagement due to less-than-capacity schools, and an overstretch on programming budgets (e.g., Athletics or Wellness).", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:10.402+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "10a9f34f-4ee5-4cac-b31e-37a39a07777a", "parentComponentId": null }, { "bbox": { "h": 0.22, "w": 0.94, "x": 0.03, "y": 0.49 }, "kind": "list", "text": "BPS could consider saving money and improve the system by consolidating schools to fill each school to capacity, theoretically allowing BPS to close ~30-50 schools. This could allow BPS to capture ~$50-80M in annual opex savings, potential one-time revenue from ~$120-200M in property sales or long-term leases, targeted Central Office support for a smaller portfolio of schools, and more robust school communities with larger programming budgets from reinvestment.", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:10.402+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "9bef62b2-fef4-4f60-8b60-4b3dc33ca3c4", "parentComponentId": null }, { "bbox": { "h": 0.18, "w": 0.94, "x": 0.03, "y": 0.72 }, "kind": "list", "text": "Should BPS choose to proceed in addressing this overextension, deliberate planning will be required to make the transition the most beneficial to students and least disruptive. Many districts have experienced school consolidation from which BPS can learn in order to maintain or improve the academic achievement of every seat while engaging the community productively. With careful identification of schools and a thoughtful timeline for implementation, BPS can let the academic vision drive its footprint", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:10.402+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "c2094560-3fe0-4446-b6fb-635e9d5674ce", "parentComponentId": null }, { "bbox": { "h": 0.02, "w": 0.2, "x": 0.03, "y": 0.01 }, "kind": "title", "text": "DISTRICT OVEREXTENSION", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Action title", "slug": "action-title", "status": "active", "canonId": "019de52c-fb31-734c-a0f5-a3935b73135d", "version": 1, "description": null }, "framework": null }, "subkind": "action-title", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:10.402+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "53b0c0ce-7bd9-4ceb-9448-046f48a2fb7a", "parentComponentId": null }, { "bbox": { "h": 0.04, "w": 0.25, "x": 0.03, "y": 0.03 }, "kind": "title", "text": "Executive Summary", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:10.402+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "b0076095-5451-4827-a8bc-821cba834cde", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [], "arcBeats": [], "loops": [], "locked": true }, { "page": 114, "type": "tension", "title": "The chart highlights a significant drop in enrollment since the 1970s and contrasts this with projected population growth in Boston.", "function": "frame_problem", "rawType": "problem_statement", "block": null, "metadata": { "slideType": "problem_statement", "slideTypeCanon": { "name": "Problem statement", "slug": "problem_statement", "status": "active", "canonId": "019de52d-0879-768d-bba8-8da8a5a121d4", "version": 1, "description": null }, "function": "frame_problem", "functionCanon": { "name": "Frame problem", "slug": "frame_problem", "status": "active", "canonId": "019de52d-13db-753e-ad70-e9b2d0dab398", "version": 1, "description": null }, "density": "dense", "densityScore": 74, "componentCount": 6, "textChars": 635, "nDataPoints": 4, "notes": "The chart highlights a significant drop in enrollment since the 1970s and contrasts this with projected population growth in Boston.", "elementsJson": null, "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "at": "2026-07-16 19:36:10.093+00", "seconds": 2.82, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019f6b8e-e3f2-73cd-ba44-d930e8bf3977/114", "deck": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977", "deckAnchor": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977#slide-114", "deckJson": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977.json" }, "components": [ { "bbox": { "h": 0.6, "w": 0.7, "x": 0.02, "y": 0.18 }, "kind": "chart", "text": "Student population # of students", "attrs": null, "canon": { "kind": { "name": "Chart", "slug": "chart", "status": "active", "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8", "version": 1, "description": "Quantitative chart." }, "tool": null, "subkind": { "name": "Line chart", "slug": "line", "status": "active", "canonId": "019de52c-ff62-778f-8f6c-a952ceae8677", "version": 1, "description": null }, "framework": null }, "subkind": "line", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:10.093+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "71bf3c9b-7251-438a-a412-677973e78d14", "parentComponentId": null }, { "bbox": { "h": 0.08, "w": 0.3, "x": 0.65, "y": 0.02 }, "kind": "legend", "text": "Past enrollment; Best case scenario; Worst case scenario (charter cap lifted)", "attrs": null, "canon": { "kind": { "name": "Legend", "slug": "legend", "status": "active", "canonId": "31361933-3d22-4c70-bbad-0801e9fffc0c", "version": 1, "description": "Color/symbol decoder placed adjacent to a chart or diagram." }, "tool": null, "subkind": null, "framework": null }, "subkind": "legend", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:10.093+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "1bc19edb-7c17-444d-8b08-7e3e5499937c", "parentComponentId": null }, { "bbox": { "h": 0.6, "w": 0.22, "x": 0.75, "y": 0.2 }, "kind": "list", "text": "Since 1994, BPS has lost nearly 9,000 students. While the population of Boston is expected to grow by over 20% over the next 15 years, BPS' current trend suggests very little change in student population. Lifting the charter cap can have strongly negative impacts for BPS, losing another 7,000 students", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:10.093+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "1d647108-8845-410c-804e-68f1bd11bff3", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.4, "x": 0.02, "y": 0.95 }, "kind": "source-note", "text": "Source: Massachusetts Department of Elementary and Secondary Education; UMass Donohue Institute;", "attrs": null, "canon": { "kind": { "name": "Source note", "slug": "source-note", "status": "active", "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948", "version": 1, "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": "source-note", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:10.093+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "4a0ce981-6bc8-4494-bf73-b7fff3e0bdfe", "parentComponentId": null }, { "bbox": { "h": 0.08, "w": 0.6, "x": 0.02, "y": 0.06 }, "kind": "title", "text": "BPS has 15% fewer students than 20 years ago and could lose up to another 13% if the charter cap is lifted", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Action title", "slug": "action-title", "status": "active", "canonId": "019de52c-fb31-734c-a0f5-a3935b73135d", "version": 1, "description": null }, "framework": null }, "subkind": "action-title", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:10.093+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "04409893-f0a9-40db-bb69-02f7f0f148c2", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.3, "x": 0.02, "y": 0.02 }, "kind": "title", "text": "DISTRICT OVEREXTENSION", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:10.093+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "5678aea1-cd6a-4b28-a782-c9e811e2cae9", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [], "arcBeats": [], "loops": [], "locked": true }, { "page": 115, "type": "resolution", "title": "The chart shows a slight increase followed by a plateau, with a specific callout regarding the net change in schools since 1994.", "function": "analyze_data", "rawType": "key_takeaways", "block": null, "metadata": { "slideType": "key_takeaways", "slideTypeCanon": { "name": "Key takeaways", "slug": "key_takeaways", "status": "active", "canonId": "019de52d-06e7-7674-a891-9f7de3b11b6d", "version": 1, "description": null }, "function": "analyze_data", "functionCanon": { "name": "Analyze data", "slug": "analyze_data", "status": "active", "canonId": "019de52d-1590-7413-8c82-cc218cff40b4", "version": 1, "description": null }, "density": "dense", "densityScore": 71, "componentCount": 6, "textChars": 451, "nDataPoints": 22, "notes": "The chart shows a slight increase followed by a plateau, with a specific callout regarding the net change in schools since 1994.", "elementsJson": null, "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "at": "2026-07-16 19:36:10.163+00", "seconds": 2.879, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019f6b8e-e3f2-73cd-ba44-d930e8bf3977/115", "deck": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977", "deckAnchor": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977#slide-115", "deckJson": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977.json" }, "components": [ { "bbox": { "h": 0.4, "w": 0.2, "x": 0.75, "y": 0.26 }, "kind": "callout", "text": "Today BPS has 10 more schools than in 1994. Many of the 2011 school closures were operationally consolidations, limiting the change in schools to 9", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": null, "subkind": { "name": "Primary callout", "slug": "primary", "status": "active", "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d", "version": 1, "description": null }, "framework": null }, "subkind": "primary", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:10.163+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "d7e5c5c8-a85b-4763-99cc-e7e01a7556a8", "parentComponentId": null }, { "bbox": { "h": 0.7, "w": 0.7, "x": 0.02, "y": 0.135 }, "kind": "chart", "text": "School programs # of school programs", "attrs": null, "canon": { "kind": { "name": "Chart", "slug": "chart", "status": "active", "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8", "version": 1, "description": "Quantitative chart." }, "tool": null, "subkind": { "name": "Vertical bar chart", "slug": "bar-vertical", "status": "active", "canonId": "019de52c-fe9d-70f2-b3b7-a9ae294f5917", "version": 1, "description": null }, "framework": null }, "subkind": "bar-vertical", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:10.163+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "66111a93-3030-468e-938d-9989a9df69d3", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.4, "x": 0.02, "y": 0.9 }, "kind": "other", "text": "NOTE: This reflects all schools, including BPS charters", "attrs": null, "canon": { "kind": { "name": "Other", "slug": "other", "status": "active", "canonId": "019de52c-fa90-743c-8bf6-20d1fbe82b6d", "version": 1, "description": "Fallback when no canonical kind applies." }, "tool": null, "subkind": null, "framework": null }, "subkind": "source-note", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:10.163+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "409324e4-65d9-4d81-860f-b718edbea86f", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.5, "x": 0.02, "y": 0.95 }, "kind": "other", "text": "Source: Massachusetts Department of Elementary and Secondary Education; Internal interviews; BPS data", "attrs": null, "canon": { "kind": { "name": "Other", "slug": "other", "status": "active", "canonId": "019de52c-fa90-743c-8bf6-20d1fbe82b6d", "version": 1, "description": "Fallback when no canonical kind applies." }, "tool": null, "subkind": null, "framework": null }, "subkind": "source-note", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:10.163+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "b5ba5856-7a51-471e-983b-9aab220dd52d", "parentComponentId": null }, { "bbox": { "h": 0.06, "w": 0.7, "x": 0.02, "y": 0.05 }, "kind": "title", "text": "In the same period, the number of schools in the district has remained relatively constant", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Action title", "slug": "action-title", "status": "active", "canonId": "019de52c-fb31-734c-a0f5-a3935b73135d", "version": 1, "description": null }, "framework": null }, "subkind": "action-title", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:10.163+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "69d90f12-1cfc-4a6b-8df7-7e7e0febc4d3", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.25, "x": 0.02, "y": 0.02 }, "kind": "title", "text": "DISTRICT OVEREXTENSION", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:10.163+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "b8d1b189-d66d-4caa-bfb1-3486c82b0c95", "parentComponentId": null } ], "metrics": [], "tools": [ { "tool": { "name": "Audience Definition", "slug": "audience-definition", "status": "active", "bestFor": null, "canonId": "019dd956-7f2a-775d-aeee-ff099bcb7756", "version": 1, "bodyDocId": null, "description": "Six key questions: Who are they? What do they know? What do they believe? What do they care about? What do they fear? What decisions can they make?", "familyLabel": null, "categoryName": "Block", "categorySlug": "block" }, "agent": "Storyteller", "layer": "slide", "agents": [ "Storyteller" ], "matchId": "fb42f90d-91bc-44ec-8b05-ccd29b392258", "evidence": "the components mention BPS and schools, indicating that the slide is tailored to a specific audience", "pageRefs": null, "priority": "Core", "whenToUse": null, "confidence": 0.7, "extraction": { "at": "2026-07-17 02:11:38.199509+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 115, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null } ], "frameworks": [], "arcBeats": [], "loops": [], "locked": true }, { "page": 116, "type": "resolution", "title": "The chart illustrates a long-tail distribution of school sizes by physical capacity.", "function": "size_opportunity", "rawType": "market_sizing", "block": null, "metadata": { "slideType": "market_sizing", "slideTypeCanon": { "name": "Market sizing", "slug": "market_sizing", "status": "active", "canonId": "019de52d-08c8-756c-8664-733b73a7ee7b", "version": 1, "description": null }, "function": "size_opportunity", "functionCanon": { "name": "Size opportunity", "slug": "size_opportunity", "status": "active", "canonId": "019de52d-147b-7568-8828-a74a27697618", "version": 1, "description": null }, "density": "dense", "densityScore": 58, "componentCount": 4, "textChars": 533, "nDataPoints": 130, "notes": "The chart illustrates a long-tail distribution of school sizes by physical capacity.", "elementsJson": null, "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "at": "2026-07-16 19:36:10.528+00", "seconds": 2.98, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019f6b8e-e3f2-73cd-ba44-d930e8bf3977/116", "deck": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977", "deckAnchor": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977#slide-116", "deckJson": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977.json" }, "components": [ { "bbox": { "h": 0.5, "w": 0.2, "x": 0.78, "y": 0.23 }, "kind": "callout", "text": "This includes the total count of classroom seats, without counting resource rooms. The average school has 715 seats. The total capacity is 92,950.", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": null, "subkind": { "name": "Primary callout", "slug": "primary", "status": "active", "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d", "version": 1, "description": null }, "framework": null }, "subkind": "primary", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:10.528+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "c72bd4a1-737a-499c-a7e7-1c79ea6f3c37", "parentComponentId": null }, { "bbox": { "h": 0.7, "w": 0.75, "x": 0.02, "y": 0.15 }, "kind": "chart", "text": "School capacities Number of physical seats", "attrs": null, "canon": { "kind": { "name": "Chart", "slug": "chart", "status": "active", "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8", "version": 1, "description": "Quantitative chart." }, "tool": null, "subkind": { "name": "Vertical bar chart", "slug": "bar-vertical", "status": "active", "canonId": "019de52c-fe9d-70f2-b3b7-a9ae294f5917", "version": 1, "description": null }, "framework": null }, "subkind": "bar-vertical", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:10.528+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "b1e418aa-cedc-4052-9cf4-1d74005c830c", "parentComponentId": null }, { "bbox": { "h": 0.1, "w": 0.9, "x": 0.02, "y": 0.85 }, "kind": "other", "text": "NOTE: This reflects all schools, including BPS charters. METHODOLOGY: Rooms were counted as “A” or “B” by the facilities team; “A” rooms could hold 21-30 students depending on the school, “B” rooms can only hold 12 students", "attrs": null, "canon": { "kind": { "name": "Other", "slug": "other", "status": "active", "canonId": "019de52c-fa90-743c-8bf6-20d1fbe82b6d", "version": 1, "description": "Fallback when no canonical kind applies." }, "tool": null, "subkind": null, "framework": null }, "subkind": "annotation", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:10.528+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "a3d82659-a51a-47f7-9eb5-02608b1c3acc", "parentComponentId": null }, { "bbox": { "h": 0.08, "w": 0.8, "x": 0.02, "y": 0.03 }, "kind": "title", "text": "The current 130 schools could hold over 90,000 students if operating at full capacity without student-teacher ratio limits", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:10.528+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "d5f7c9a7-0798-49a1-bf2c-36b400ea5d71", "parentComponentId": null } ], "metrics": [], "tools": [ { "tool": { "name": "2x2 matrix", "slug": "matrix-2x2", "status": "active", "bestFor": null, "canonId": "019dd9e1-50ab-72d1-8afb-3ab0a38e32a8", "version": 1, "bodyDocId": null, "description": "BCG matrix, importance/urgency, any axes-and-quadrants frame.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "14ef912f-80e5-49ad-bb07-e47c7ff6cb65", "evidence": "the components do not explicitly show a 2x2 matrix, but there is a table with data", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.5, "extraction": { "at": "2026-07-17 02:11:38.267163+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 116, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null } ], "frameworks": [], "arcBeats": [], "loops": [], "locked": true }, { "page": 117, "type": "resolution", "title": "The chart is a waterfall-style bar chart representing individual school utilization rates.", "function": "analyze_data", "rawType": "key_takeaways", "block": null, "metadata": { "slideType": "key_takeaways", "slideTypeCanon": { "name": "Key takeaways", "slug": "key_takeaways", "status": "active", "canonId": "019de52d-06e7-7674-a891-9f7de3b11b6d", "version": 1, "description": null }, "function": "analyze_data", "functionCanon": { "name": "Analyze data", "slug": "analyze_data", "status": "active", "canonId": "019de52d-1590-7413-8c82-cc218cff40b4", "version": 1, "description": null }, "density": "dense", "densityScore": 71, "componentCount": 6, "textChars": 528, "nDataPoints": 2, "notes": "The chart is a waterfall-style bar chart representing individual school utilization rates.", "elementsJson": null, "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "at": "2026-07-16 19:36:10.454+00", "seconds": 2.793, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019f6b8e-e3f2-73cd-ba44-d930e8bf3977/117", "deck": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977", "deckAnchor": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977#slide-117", "deckJson": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977.json" }, "components": [ { "bbox": { "h": 0.4, "w": 0.2, "x": 0.78, "y": 0.28 }, "kind": "callout", "text": "Half of the schools are under 2/3rds utilized. Some schools are being very overutilized based on Facilities' assessment of available seats", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": null, "subkind": { "name": "Primary callout", "slug": "primary", "status": "active", "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d", "version": 1, "description": null }, "framework": null }, "subkind": "primary", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:10.454+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "99363869-3a6b-41fb-94e4-3fcf3351b8a9", "parentComponentId": null }, { "bbox": { "h": 0.75, "w": 0.75, "x": 0.02, "y": 0.15 }, "kind": "chart", "text": "School facility capacity utilization", "attrs": null, "canon": { "kind": { "name": "Chart", "slug": "chart", "status": "active", "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8", "version": 1, "description": "Quantitative chart." }, "tool": null, "subkind": { "name": "Horizontal bar chart", "slug": "bar-horizontal", "status": "active", "canonId": "019de52c-fec4-7221-986b-1cb5f5e84b1f", "version": 1, "description": null }, "framework": null }, "subkind": "bar-horizontal", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:10.454+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "83a85e6f-4648-445f-bde2-636bd9cf43d3", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.2, "x": 0.02, "y": 0.96 }, "kind": "other", "text": "Source: BPS Facilities data (2011)", "attrs": null, "canon": { "kind": { "name": "Other", "slug": "other", "status": "active", "canonId": "019de52c-fa90-743c-8bf6-20d1fbe82b6d", "version": 1, "description": "Fallback when no canonical kind applies." }, "tool": null, "subkind": null, "framework": null }, "subkind": "source-note", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:10.454+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "00d83e53-bcdf-4cfa-a0f5-eda7c96526ca", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.95, "x": 0.02, "y": 0.9 }, "kind": "paragraph", "text": "NOTE: This reflects all schools, including BPS charters\nMETHODOLOGY: Based on building capacity data from prior analysis; does not take into account student teacher-ratio or use of resource classrooms", "attrs": null, "canon": { "kind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4", "version": 1, "description": "Single prose block in the body of a slide." }, "tool": null, "subkind": null, "framework": null }, "subkind": "paragraph", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:10.454+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "be9c7066-1c4d-42c5-8bad-a88a03cb9956", "parentComponentId": null }, { "bbox": { "h": 0.06, "w": 0.75, "x": 0.02, "y": 0.07 }, "kind": "title", "text": "The extra seats are mostly well distributed across the district with an average of 68% utilization", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Action title", "slug": "action-title", "status": "active", "canonId": "019de52c-fb31-734c-a0f5-a3935b73135d", "version": 1, "description": null }, "framework": null }, "subkind": "action-title", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:10.454+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "b1ecd917-417b-4ca1-afdc-285b25fdbb24", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.25, "x": 0.02, "y": 0.03 }, "kind": "title", "text": "DISTRICT OVEREXTENSION", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:10.454+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "90d1aaeb-0280-4384-a1f5-fd5baad91270", "parentComponentId": null } ], "metrics": [], "tools": [ { "tool": { "name": "Chart Selection Guide", "slug": "chart-selection-guide", "status": "active", "bestFor": null, "canonId": "019dd956-b1a0-700b-ba17-0e16c4d5bcae", "version": 1, "bodyDocId": null, "description": "Choosing the right chart type for your data and message", "familyLabel": null, "categoryName": "Slide", "categorySlug": "slide" }, "agent": "Designer", "layer": "slide", "agents": [ "Designer" ], "matchId": "2164747d-c261-44db-ba3c-cdda3fd441d7", "evidence": "the slide features a bar chart, indicating a consideration of chart selection", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.5, "extraction": { "at": "2026-07-17 02:11:38.335554+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 117, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null } ], "frameworks": [], "arcBeats": [], "loops": [], "locked": true }, { "page": 118, "type": "tension", "title": "The slide uses a dual-line projection model (best/worst case) to illustrate future facility needs.", "function": "frame_problem", "rawType": "problem_statement", "block": null, "metadata": { "slideType": "problem_statement", "slideTypeCanon": { "name": "Problem statement", "slug": "problem_statement", "status": "active", "canonId": "019de52d-0879-768d-bba8-8da8a5a121d4", "version": 1, "description": null }, "function": "frame_problem", "functionCanon": { "name": "Frame problem", "slug": "frame_problem", "status": "active", "canonId": "019de52d-13db-753e-ad70-e9b2d0dab398", "version": 1, "description": null }, "density": "overcrowded", "densityScore": 81, "componentCount": 7, "textChars": 666, "nDataPoints": 5, "notes": "The slide uses a dual-line projection model (best/worst case) to illustrate future facility needs.", "elementsJson": null, "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "at": "2026-07-16 19:36:11.701+00", "seconds": 3.645, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019f6b8e-e3f2-73cd-ba44-d930e8bf3977/118", "deck": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977", "deckAnchor": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977#slide-118", "deckJson": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977.json" }, "components": [ { "bbox": { "h": 0.5, "w": 0.15, "x": 0.82, "y": 0.2 }, "kind": "callout", "text": "BPS could reduce its footprint based on the large difference between its enrollment and its capacity. Projections suggest no additional space may be needed in the future", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": null, "subkind": { "name": "Primary callout", "slug": "primary", "status": "active", "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d", "version": 1, "description": null }, "framework": null }, "subkind": "primary", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:11.701+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "1dc631ae-9238-4f3d-afa9-0461bb98bfc7", "parentComponentId": null }, { "bbox": { "h": 0.55, "w": 0.75, "x": 0.05, "y": 0.15 }, "kind": "chart", "text": "Student population vs Building capacity", "attrs": null, "canon": { "kind": { "name": "Chart", "slug": "chart", "status": "active", "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8", "version": 1, "description": "Quantitative chart." }, "tool": null, "subkind": { "name": "Line chart", "slug": "line", "status": "active", "canonId": "019de52c-ff62-778f-8f6c-a952ceae8677", "version": 1, "description": null }, "framework": null }, "subkind": "line", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:11.701+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "0981d9e8-a9a7-4c58-a86f-8fdcb4f25274", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.4, "x": 0.5, "y": 0.05 }, "kind": "legend", "text": "Past enrollment, Best case scenario, Worst case scenario, Building capacity", "attrs": null, "canon": { "kind": { "name": "Legend", "slug": "legend", "status": "active", "canonId": "31361933-3d22-4c70-bbad-0801e9fffc0c", "version": 1, "description": "Color/symbol decoder placed adjacent to a chart or diagram." }, "tool": null, "subkind": null, "framework": null }, "subkind": "legend", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:11.701+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "55463876-e904-4a17-b183-6d8d66b45dd5", "parentComponentId": null }, { "bbox": { "h": 0.1, "w": 0.65, "x": 0.1, "y": 0.72 }, "kind": "paragraph", "text": "With students decreasing, the funding for each student must continue to cover the system's “fixed costs” including the buildings but also the principals and school staff which are present at each location", "attrs": null, "canon": { "kind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4", "version": 1, "description": "Single prose block in the body of a slide." }, "tool": null, "subkind": null, "framework": null }, "subkind": "paragraph", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:11.701+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "c0477a17-5543-4e4b-b02e-669f121e4edd", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.4, "x": 0.05, "y": 0.95 }, "kind": "source-note", "text": "Source: Massachusetts Department of Elementary and Secondary Education; UMass Donohue Institute;", "attrs": null, "canon": { "kind": { "name": "Source note", "slug": "source-note", "status": "active", "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948", "version": 1, "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": "source-note", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:11.701+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "7825f38c-7390-460a-b997-3ed28f8721ae", "parentComponentId": null }, { "bbox": { "h": 0.06, "w": 0.45, "x": 0.05, "y": 0.08 }, "kind": "title", "text": "BPS may have as many as 38,000 seats beyond what is necessary", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Action title", "slug": "action-title", "status": "active", "canonId": "019de52c-fb31-734c-a0f5-a3935b73135d", "version": 1, "description": null }, "framework": null }, "subkind": "action-title", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:11.701+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "cbeab070-a74d-435b-aa66-87ed29285ac4", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.3, "x": 0.05, "y": 0.05 }, "kind": "title", "text": "DISTRICT OVEREXTENSION", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:11.701+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "e7028ee8-1cff-4270-922d-eae867de86c4", "parentComponentId": null } ], "metrics": [], "tools": [ { "tool": { "name": "Before-After-Bridge", "slug": "before-after-bridge", "status": "active", "bestFor": null, "canonId": "019dd956-8604-7188-883f-42370288ad05", "version": 1, "bodyDocId": null, "description": "Narrative structure: Paint the before, show the after, explain the bridge", "familyLabel": null, "categoryName": "Block", "categorySlug": "block" }, "agent": "Storyteller", "layer": "slide", "agents": [ "Storyteller" ], "matchId": "984266fe-0bef-4c80-8578-d4d5991a0d73", "evidence": "the slide presents a comparison between past enrollment and building capacity", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.5, "extraction": { "at": "2026-07-17 02:11:38.403434+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 118, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "tool": { "name": "Waterfall chart", "slug": "waterfall-chart", "status": "active", "bestFor": null, "canonId": "e2799da3-725f-44a9-a093-570f1f388e64", "version": 1, "bodyDocId": null, "description": null, "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "3099fb63-9bcb-4f80-80c6-108e02e91810", "evidence": "the slide features a line chart showing student population vs building capacity", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.8, "extraction": { "at": "2026-07-17 02:11:38.4361+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 118, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null } ], "frameworks": [ { "matchId": "b967fa4a-3d52-4e36-b07a-023c43f7567e", "evidence": "The slide identifies a gap between capacity and demand to justify a need for change.", "framework": null, "confidence": 0.9, "extraction": { "at": "2026-07-16 19:36:11.701+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 118, "frameworkName": "problem_statement" } ], "arcBeats": [], "loops": [], "locked": true }, { "page": 119, "type": "setup", "title": "The slide uses a peer benchmark to argue for potential cost savings through operational efficiency.", "function": "compare_peers", "rawType": "peer_benchmark", "block": null, "metadata": { "slideType": "peer_benchmark", "slideTypeCanon": { "name": "Peer benchmark", "slug": "peer_benchmark", "status": "active", "canonId": "019de52d-08f0-7158-a78d-d7b5331fefaf", "version": 1, "description": null }, "function": "compare_peers", "functionCanon": { "name": "Compare peers", "slug": "compare_peers", "status": "active", "canonId": "019de52d-1453-72ba-a367-9ba3d34c1630", "version": 1, "description": null }, "density": "dense", "densityScore": 53, "componentCount": 4, "textChars": 428, "nDataPoints": 16, "notes": "The slide uses a peer benchmark to argue for potential cost savings through operational efficiency.", "elementsJson": null, "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "at": "2026-07-16 19:36:11.232+00", "seconds": 2.741, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019f6b8e-e3f2-73cd-ba44-d930e8bf3977/119", "deck": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977", "deckAnchor": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977#slide-119", "deckJson": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977.json" }, "components": [ { "bbox": { "h": 0.7, "w": 0.28, "x": 0.7, "y": 0.2 }, "kind": "callout", "text": "While BPS has set limits that would allow class sizes to be 20 or more students, BPS operates with ~12 students in a classroom; most peer districts operate with more. If BPS were to meet peer average, they would carry ~1,300 fewer teachers, at a savings of $90-110M", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": null, "subkind": { "name": "Primary callout", "slug": "primary", "status": "active", "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d", "version": 1, "description": null }, "framework": null }, "subkind": "primary", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:11.232+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "dce6c9dc-7a38-4705-b989-2fd0e41d2385", "parentComponentId": null }, { "bbox": { "h": 0.7, "w": 0.65, "x": 0.02, "y": 0.15 }, "kind": "chart", "text": "Average student-teacher ratio", "attrs": null, "canon": { "kind": { "name": "Chart", "slug": "chart", "status": "active", "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8", "version": 1, "description": "Quantitative chart." }, "tool": null, "subkind": { "name": "Horizontal bar chart", "slug": "bar-horizontal", "status": "active", "canonId": "019de52c-fec4-7221-986b-1cb5f5e84b1f", "version": 1, "description": null }, "framework": null }, "subkind": "bar-horizontal", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:11.232+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "4812fdfd-cbca-40ff-98ac-a47821c03c0d", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.2, "x": 0.02, "y": 0.95 }, "kind": "other", "text": "Source: Common Core of Data", "attrs": null, "canon": { "kind": { "name": "Other", "slug": "other", "status": "active", "canonId": "019de52c-fa90-743c-8bf6-20d1fbe82b6d", "version": 1, "description": "Fallback when no canonical kind applies." }, "tool": null, "subkind": null, "framework": null }, "subkind": "source-note", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:11.232+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "01337c85-f7f0-4c77-967a-ad43fc12bbf7", "parentComponentId": null }, { "bbox": { "h": 0.08, "w": 0.85, "x": 0.02, "y": 0.04 }, "kind": "title", "text": "Declining enrollment coupled with a stable footprint drives a far lower student-teacher ratio than intended", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:11.232+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "04b05223-6e7b-457a-97c7-7b769db53b90", "parentComponentId": null } ], "metrics": [], "tools": [ { "tool": { "name": "Slide recipe: the peer-gap chart", "slug": "peer-gap-chart-recipe", "status": "active", "bestFor": null, "canonId": "019df269-2b04-75bc-ad85-e0179264bdd7", "version": 1, "bodyDocId": "019df269-2ae1-771d-9cd1-193a2e25f21c", "description": "The single most-copied slide in activism. This is the exact layout, used", "familyLabel": "slide-recipe", "categoryName": "Slide", "categorySlug": "slide" }, "agent": "designer", "layer": "slide", "agents": [ "designer" ], "matchId": "a7e90d98-806a-4530-8f05-00fa0be9ddb6", "evidence": "the slide presents a comparison of student-teacher ratios with peer districts", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.7, "extraction": { "at": "2026-07-17 02:11:38.504837+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 119, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null } ], "frameworks": [ { "matchId": "e8f72500-67ab-4ca0-9af8-60f7c6f153be", "evidence": "Comparing Boston's student-teacher ratio against a set of peer districts to highlight inefficiency.", "framework": null, "confidence": 0.9, "extraction": { "at": "2026-07-16 19:36:11.232+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 119, "frameworkName": "comparison_frame" } ], "arcBeats": [], "loops": [], "locked": true }, { "page": 120, "type": "appendix", "title": "The slide uses a house metaphor to represent a school, with internal staff and operational costs mapped to specific budget line items.", "function": "analyze_data", "rawType": "other", "block": null, "metadata": { "slideType": "other", "slideTypeCanon": { "name": "Other (fallback)", "slug": "other", "status": "active", "canonId": "019de52d-0af5-71ed-83de-d51ae245fc43", "version": 1, "description": null }, "function": "analyze_data", "functionCanon": { "name": "Analyze data", "slug": "analyze_data", "status": "active", "canonId": "019de52d-1590-7413-8c82-cc218cff40b4", "version": 1, "description": null }, "density": "dense", "densityScore": 74, "componentCount": 6, "textChars": 604, "nDataPoints": 6, "notes": "The slide uses a house metaphor to represent a school, with internal staff and operational costs mapped to specific budget line items.", "elementsJson": null, "confidence": 0.95, "extraction": { "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "at": "2026-07-16 19:36:11.567+00", "seconds": 3.049, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019f6b8e-e3f2-73cd-ba44-d930e8bf3977/120", "deck": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977", "deckAnchor": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977#slide-120", "deckJson": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977.json" }, "components": [ { "bbox": { "h": 0.7, "w": 0.45, "x": 0.05, "y": 0.15 }, "kind": "diagram", "text": "House diagram showing school composition (130 schools, 36 teachers, 418 students, 1 principal/secretary)", "attrs": null, "canon": { "kind": { "name": "Diagram", "slug": "diagram", "status": "active", "canonId": "019de52c-f9f0-734a-81de-15382ff28c65", "version": 1, "description": "Schematic or relational diagram." }, "tool": null, "subkind": null, "framework": null }, "subkind": "other", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:11.567+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "512cc79b-7e7a-4a42-9322-4fbc440e20e1", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.6, "x": 0.02, "y": 0.88 }, "kind": "other", "text": "1 Does not include benefits; does not separate out SPED or ELL teachers\n2 Does not include deferred maintenance, which is estimated to add costs of ~$6m per school", "attrs": null, "canon": { "kind": { "name": "Other", "slug": "other", "status": "active", "canonId": "019de52c-fa90-743c-8bf6-20d1fbe82b6d", "version": 1, "description": "Fallback when no canonical kind applies." }, "tool": null, "subkind": null, "framework": null }, "subkind": "body", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:11.567+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "dbb32888-1da1-46b6-afc9-954c00123a53", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.3, "x": 0.02, "y": 0.95 }, "kind": "other", "text": "Source: Based on data from BPS Finance and Facilities teams", "attrs": null, "canon": { "kind": { "name": "Other", "slug": "other", "status": "active", "canonId": "019de52c-fa90-743c-8bf6-20d1fbe82b6d", "version": 1, "description": "Fallback when no canonical kind applies." }, "tool": null, "subkind": null, "framework": null }, "subkind": "source-note", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:11.567+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "832ad9dd-ba14-4e54-9868-be82839b6455", "parentComponentId": null }, { "bbox": { "h": 0.6, "w": 0.4, "x": 0.55, "y": 0.18 }, "kind": "table", "text": "Cost breakdown: Classroom staff (3,800), Foundation (200), Custodial (166), Maintenance (191), Utilities (260), Total (4,617)", "attrs": null, "canon": { "kind": { "name": "Table", "slug": "table", "status": "active", "canonId": "019de52c-f9c8-7148-8119-eaac9594cd28", "version": 1, "description": "Tabular data layout." }, "tool": null, "subkind": { "name": "Data table", "slug": "data", "status": "active", "canonId": "019de52d-02d5-75b8-8abf-88e92bf63569", "version": 1, "description": null }, "framework": null }, "subkind": "data", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:11.567+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "6ef07e3c-5eee-4856-940d-1359d3e80593", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.25, "x": 0.02, "y": 0.02 }, "kind": "title", "text": "DISTRICT OVEREXTENSION", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:11.567+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "0065a635-0f05-4953-92c0-f2833cd9c2bd", "parentComponentId": null }, { "bbox": { "h": 0.08, "w": 0.9, "x": 0.02, "y": 0.05 }, "kind": "title", "text": "The average BPS school costs $4.6m to run, excluding support costs from the Central Office or for ELL or Special Education services", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:11.567+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "07c0b178-d8f6-4b0d-9c31-10981767a07d", "parentComponentId": null } ], "metrics": [], "tools": [ { "tool": { "name": "Table data", "slug": "table-data", "status": "active", "bestFor": null, "canonId": "019dd9e1-4fab-7168-a82f-b847350a006d", "version": 1, "bodyDocId": null, "description": "Tabular layouts of structured data.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "6519d9e8-8e8d-4d39-a335-49f5ff4a77ca", "evidence": "the slide features a detailed table with cost breakdown data", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.9, "extraction": { "at": "2026-07-17 02:11:38.573492+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 120, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null } ], "frameworks": [], "arcBeats": [], "loops": [], "locked": true }, { "page": 121, "type": "analysis", "title": "The slide uses a table to present a financial impact analysis of school consolidation.", "function": "analyze_data", "rawType": "revenue_buildup", "block": null, "metadata": { "slideType": "revenue_buildup", "slideTypeCanon": { "name": "Revenue buildup", "slug": "revenue_buildup", "status": "active", "canonId": "019de52d-0acd-70b8-a81d-62d89840409b", "version": 1, "description": null }, "function": "analyze_data", "functionCanon": { "name": "Analyze data", "slug": "analyze_data", "status": "active", "canonId": "019de52d-1590-7413-8c82-cc218cff40b4", "version": 1, "description": null }, "density": "balanced", "densityScore": 36, "componentCount": 3, "textChars": 293, "nDataPoints": 15, "notes": "The slide uses a table to present a financial impact analysis of school consolidation.", "elementsJson": null, "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "at": "2026-07-16 19:36:10.889+00", "seconds": 2.309, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019f6b8e-e3f2-73cd-ba44-d930e8bf3977/121", "deck": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977", "deckAnchor": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977#slide-121", "deckJson": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977.json" }, "components": [ { "bbox": { "h": 0.03, "w": 0.3, "x": 0.05, "y": 0.95 }, "kind": "other", "text": "Source: Team analysis and Office of Finance data", "attrs": null, "canon": { "kind": { "name": "Other", "slug": "other", "status": "active", "canonId": "019de52c-fa90-743c-8bf6-20d1fbe82b6d", "version": 1, "description": "Fallback when no canonical kind applies." }, "tool": null, "subkind": null, "framework": null }, "subkind": "source-note", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:10.889+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "988c3b0d-4060-4127-8e0e-7d5658d35050", "parentComponentId": null }, { "bbox": { "h": 0.75, "w": 0.9, "x": 0.05, "y": 0.15 }, "kind": "table", "text": "Table showing cost savings by category: Class room staff reduction, Foundation for school staff, Average custodial support, Average building maintenance, Average utilities.", "attrs": null, "canon": { "kind": { "name": "Table", "slug": "table", "status": "active", "canonId": "019de52c-f9c8-7148-8119-eaac9594cd28", "version": 1, "description": "Tabular data layout." }, "tool": null, "subkind": { "name": "Data table", "slug": "data", "status": "active", "canonId": "019de52d-02d5-75b8-8abf-88e92bf63569", "version": 1, "description": null }, "framework": null }, "subkind": "data", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:10.889+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "ceb2a1f4-28a8-4517-8e98-19ee26de44b7", "parentComponentId": null }, { "bbox": { "h": 0.08, "w": 0.7, "x": 0.05, "y": 0.03 }, "kind": "title", "text": "Consolidating schools could net the district ~$1.7M before property sales", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:10.889+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "7cfa256c-8a1d-4134-b06a-241eb0ccac0d", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [], "arcBeats": [], "loops": [], "locked": true }, { "page": 122, "type": "setup", "title": "The slide uses peer benchmarking to establish credibility for financial projections.", "function": "compare_peers", "rawType": "peer_benchmark", "block": null, "metadata": { "slideType": "peer_benchmark", "slideTypeCanon": { "name": "Peer benchmark", "slug": "peer_benchmark", "status": "active", "canonId": "019de52d-08f0-7158-a78d-d7b5331fefaf", "version": 1, "description": null }, "function": "compare_peers", "functionCanon": { "name": "Compare peers", "slug": "compare_peers", "status": "active", "canonId": "019de52d-1453-72ba-a367-9ba3d34c1630", "version": 1, "description": null }, "density": "dense", "densityScore": 60, "componentCount": 4, "textChars": 728, "nDataPoints": 8, "notes": "The slide uses peer benchmarking to establish credibility for financial projections.", "elementsJson": null, "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "at": "2026-07-16 19:36:11.417+00", "seconds": 2.809, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019f6b8e-e3f2-73cd-ba44-d930e8bf3977/122", "deck": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977", "deckAnchor": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977#slide-122", "deckJson": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977.json" }, "components": [ { "bbox": { "h": 0.2, "w": 0.5, "x": 0.25, "y": 0.65 }, "kind": "callout", "text": "Research into savings has found, \"How much money is saved by closing schools depends in part on the degree to which closings are accompanied by job reductions.\"", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": null, "subkind": { "name": "Primary callout", "slug": "primary", "status": "active", "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d", "version": 1, "description": null }, "framework": null }, "subkind": "primary", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:11.417+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "f67f6771-d40d-43d1-8c13-bac68790dfac", "parentComponentId": null }, { "bbox": { "h": 0.4, "w": 0.7, "x": 0.15, "y": 0.23 }, "kind": "list", "text": "Four other school districted that consolidated schools saw an average saving of $580K per school per year. Milwaukee: $330K per school per year with 20 closures. Washington D.C.: $726K per school per year with 23 closures. Pittsburgh: $668K per school per year with 22 closures. Detroit: $592K per school per year with 50 closures.", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:11.417+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "476bb2be-a7d2-444c-9ad2-d4c3eb18b41b", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.6, "x": 0.01, "y": 0.95 }, "kind": "other", "text": "Source: Closing Public Schools in Philadelphia - Lessons from Six Urban Districts, the Philadelphia Research Initiative, PEW Charitable Trusts, October 19, 2011", "attrs": null, "canon": { "kind": { "name": "Other", "slug": "other", "status": "active", "canonId": "019de52c-fa90-743c-8bf6-20d1fbe82b6d", "version": 1, "description": "Fallback when no canonical kind applies." }, "tool": null, "subkind": null, "framework": null }, "subkind": "source-note", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:11.417+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "67d8ad47-1a26-4045-8224-c55e908f423b", "parentComponentId": null }, { "bbox": { "h": 0.1, "w": 0.8, "x": 0.01, "y": 0.03 }, "kind": "title", "text": "The non-staff savings are consistent with what other systems have experienced", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:11.417+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "fe06e309-0408-4767-ada4-d9bfe90747cc", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [ { "matchId": "ba65397e-a8d4-4036-a4eb-1ed7041a7395", "evidence": "Comparing Philadelphia's projected savings against four other urban school districts.", "framework": null, "confidence": 0.9, "extraction": { "at": "2026-07-16 19:36:11.417+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 122, "frameworkName": "comparison_frame" } ], "arcBeats": [], "loops": [], "locked": true }, { "page": 123, "type": "resolution", "title": "The slide uses a table format to map potential gains to their descriptions.", "function": "summarize", "rawType": "key_takeaways", "block": null, "metadata": { "slideType": "key_takeaways", "slideTypeCanon": { "name": "Key takeaways", "slug": "key_takeaways", "status": "active", "canonId": "019de52d-06e7-7674-a891-9f7de3b11b6d", "version": 1, "description": null }, "function": "summarize", "functionCanon": { "name": "Summarize", "slug": "summarize", "status": "active", "canonId": "019de52d-1541-704f-b86f-bf7b75056373", "version": 1, "description": null }, "density": "balanced", "densityScore": 36, "componentCount": 4, "textChars": 181, "nDataPoints": 1, "notes": "The slide uses a table format to map potential gains to their descriptions.", "elementsJson": null, "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "at": "2026-07-16 19:36:11.49+00", "seconds": 2.452, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019f6b8e-e3f2-73cd-ba44-d930e8bf3977/123", "deck": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977", "deckAnchor": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977#slide-123", "deckJson": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977.json" }, "components": [ { "bbox": { "h": 0.03, "w": 0.06, "x": 0.37, "y": 0.66 }, "kind": "metric", "text": "$600M", "attrs": null, "canon": { "kind": { "name": "Metric", "slug": "metric", "status": "active", "canonId": "019de52c-f923-73bf-8081-d0b1a8c5264d", "version": 1, "description": "Big-number or KPI value." }, "tool": null, "subkind": { "name": "Big number", "slug": "big-number", "status": "active", "canonId": "019de52c-fc70-70c8-b965-0584548a9204", "version": 1, "description": null }, "framework": null }, "subkind": "big-number", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:11.49+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "dadff24c-cf21-465f-b66a-d01c9aa98e1a", "parentComponentId": null }, { "bbox": { "h": 0.75, "w": 0.94, "x": 0.03, "y": 0.17 }, "kind": "table", "text": "Potential gain and Description table", "attrs": null, "canon": { "kind": { "name": "Table", "slug": "table", "status": "active", "canonId": "019de52c-f9c8-7148-8119-eaac9594cd28", "version": 1, "description": "Tabular data layout." }, "tool": null, "subkind": { "name": "Data table", "slug": "data", "status": "active", "canonId": "019de52d-02d5-75b8-8abf-88e92bf63569", "version": 1, "description": null }, "framework": null }, "subkind": "data", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:11.49+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "9de1211c-225f-4039-b109-75d4b84dda22", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.25, "x": 0.03, "y": 0.03 }, "kind": "title", "text": "DISTRICT OVEREXTENSION", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:11.49+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "6ce0a240-046f-4919-8bee-04ab7f00795c", "parentComponentId": null }, { "bbox": { "h": 0.08, "w": 0.8, "x": 0.03, "y": 0.07 }, "kind": "title", "text": "Additionally, BPS could recognize many positive gains beyond a reduction in operating costs from consolidating schools", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:11.49+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "b6547d8a-cbf1-49a8-b516-ea001b6fdc10", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [], "arcBeats": [], "loops": [], "locked": true }, { "page": 124, "type": "resolution", "title": "The slide uses a waterfall chart to show cumulative savings from three sets of school closures, totaling ~35M.", "function": "size_opportunity", "rawType": "revenue_buildup", "block": null, "metadata": { "slideType": "revenue_buildup", "slideTypeCanon": { "name": "Revenue buildup", "slug": "revenue_buildup", "status": "active", "canonId": "019de52d-0acd-70b8-a81d-62d89840409b", "version": 1, "description": null }, "function": "size_opportunity", "functionCanon": { "name": "Size opportunity", "slug": "size_opportunity", "status": "active", "canonId": "019de52d-147b-7568-8828-a74a27697618", "version": 1, "description": null }, "density": "dense", "densityScore": 72, "componentCount": 6, "textChars": 531, "nDataPoints": 4, "notes": "The slide uses a waterfall chart to show cumulative savings from three sets of school closures, totaling ~35M.", "elementsJson": null, "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "at": "2026-07-16 19:36:12.102+00", "seconds": 2.832, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019f6b8e-e3f2-73cd-ba44-d930e8bf3977/124", "deck": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977", "deckAnchor": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977#slide-124", "deckJson": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977.json" }, "components": [ { "bbox": { "h": 0.12, "w": 0.62, "x": 0.08, "y": 0.78 }, "kind": "callout", "text": "The buildings chosen should be based on a detailed analysis, including factors such as demand for seats, academic achievement, academic progress, deferred maintenance and operation costs, and others", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": null, "subkind": { "name": "Primary callout", "slug": "primary", "status": "active", "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d", "version": 1, "description": null }, "framework": null }, "subkind": "primary", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:12.102+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "eb5bfaf4-bc1c-4e09-a73b-52585a6b187b", "parentComponentId": null }, { "bbox": { "h": 0.45, "w": 0.68, "x": 0.02, "y": 0.15 }, "kind": "chart", "text": "Projected run-rate value", "attrs": null, "canon": { "kind": { "name": "Chart", "slug": "chart", "status": "active", "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8", "version": 1, "description": "Quantitative chart." }, "tool": null, "subkind": { "name": "Waterfall chart", "slug": "waterfall", "status": "active", "canonId": "019de52d-002e-733e-b5cf-dd3beb6692cc", "version": 1, "description": null }, "framework": null }, "subkind": "waterfall", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:12.102+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "7c22cc1d-a520-4f77-8c29-34ca26d708bc", "parentComponentId": null }, { "bbox": { "h": 0.65, "w": 0.28, "x": 0.71, "y": 0.15 }, "kind": "list", "text": "In addition to the monetary value, BPS will also gain: A better-focused Central Office; A smarter allocation of resources; Schools reflecting local communities.", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:12.102+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "50768d82-dbc6-45f6-b3af-e1f020fc4bda", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.05, "x": 0.94, "y": 0.04 }, "kind": "other", "text": "DRAFT", "attrs": null, "canon": { "kind": { "name": "Other", "slug": "other", "status": "active", "canonId": "019de52c-fa90-743c-8bf6-20d1fbe82b6d", "version": 1, "description": "Fallback when no canonical kind applies." }, "tool": null, "subkind": null, "framework": null }, "subkind": "annotation", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:12.102+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "1035327d-3fe0-4fdd-a853-88b32ad63da1", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.15, "x": 0.02, "y": 0.23 }, "kind": "other", "text": "ILLUSTRATIVE", "attrs": null, "canon": { "kind": { "name": "Other", "slug": "other", "status": "active", "canonId": "019de52c-fa90-743c-8bf6-20d1fbe82b6d", "version": 1, "description": "Fallback when no canonical kind applies." }, "tool": null, "subkind": null, "framework": null }, "subkind": "annotation", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:12.102+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "424f32c0-11d8-479f-8bdb-daaaf7e29610", "parentComponentId": null }, { "bbox": { "h": 0.08, "w": 0.95, "x": 0.02, "y": 0.04 }, "kind": "title", "text": "BPS has many opportunities that could be pursued to free up funding and improve the student experience through school consolidations", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:12.102+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "8eb91c32-598a-4407-bf36-a0ba23333900", "parentComponentId": null } ], "metrics": [], "tools": [ { "tool": { "name": "Waterfall chart", "slug": "waterfall-chart", "status": "active", "bestFor": null, "canonId": "e2799da3-725f-44a9-a093-570f1f388e64", "version": 1, "bodyDocId": null, "description": null, "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "481c77ad-b43e-4b65-af93-e2cfc4fe8044", "evidence": "the slide features a waterfall chart showing projected run-rate value", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.8, "extraction": { "at": "2026-07-17 02:11:38.741501+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 124, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null } ], "frameworks": [ { "matchId": "c15b2e7d-bd29-4224-ab61-6a41666cdb9a", "evidence": "Waterfall chart showing cumulative cost reduction", "framework": null, "confidence": 1, "extraction": { "at": "2026-07-16 19:36:12.102+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 124, "frameworkName": "waterfall-bridge" } ], "arcBeats": [], "loops": [], "locked": true }, { "page": 125, "type": "setup", "title": "The slide uses a simple two-box flow diagram to connect property value realization to reinvestment goals.", "function": "present_solution", "rawType": "revenue_buildup", "block": null, "metadata": { "slideType": "revenue_buildup", "slideTypeCanon": { "name": "Revenue buildup", "slug": "revenue_buildup", "status": "active", "canonId": "019de52d-0acd-70b8-a81d-62d89840409b", "version": 1, "description": null }, "function": "present_solution", "functionCanon": { "name": "Present solution", "slug": "present_solution", "status": "active", "canonId": "019de52d-15b8-71da-bd23-2b767850cbce", "version": 1, "description": null }, "density": "dense", "densityScore": 67, "componentCount": 5, "textChars": 735, "nDataPoints": 2, "notes": "The slide uses a simple two-box flow diagram to connect property value realization to reinvestment goals.", "elementsJson": null, "confidence": 0.95, "extraction": { "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "at": "2026-07-16 19:36:12.37+00", "seconds": 2.973, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019f6b8e-e3f2-73cd-ba44-d930e8bf3977/125", "deck": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977", "deckAnchor": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977#slide-125", "deckJson": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977.json" }, "components": [ { "bbox": { "h": 0.45, "w": 0.35, "x": 0.53, "y": 0.25 }, "kind": "list", "text": "This infusion of capital can be reinvested into the system to: Improve existing schools in need of maintenance projects; Special-build capital projects to improve the programming capabilities of existing schools; Build new state-of-the-art schools", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:12.37+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "22b23756-33ef-459a-88ed-f7ad809f8bd6", "parentComponentId": null }, { "bbox": { "h": 0.45, "w": 0.35, "x": 0.13, "y": 0.25 }, "kind": "list", "text": "The average BPS elementary school property is worth $4.1M. Altogether, ~30 school properties may be worth ~$120M. BPS also has two properties which have exceedingly high land value (in Fenway and in Copley) which could also be examined for a capital infusion.", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:12.37+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "c02433b2-1ee7-40e8-8f50-e83493b8fa30", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.4, "x": 0.03, "y": 0.95 }, "kind": "other", "text": "Source: Based on a random sampling (n=10) of property values using City of Boston assessment values", "attrs": null, "canon": { "kind": { "name": "Other", "slug": "other", "status": "active", "canonId": "019de52c-fa90-743c-8bf6-20d1fbe82b6d", "version": 1, "description": "Fallback when no canonical kind applies." }, "tool": null, "subkind": { "name": "Unclassified", "slug": "unclassified", "status": "active", "canonId": "019de52d-05ca-77db-81fb-db7d4234bbc0", "version": 1, "description": null }, "framework": null }, "subkind": "unclassified", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:12.37+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "9d7a0d18-1d5b-4d82-b318-8e4f31f87f0d", "parentComponentId": null }, { "bbox": { "h": 0.08, "w": 0.65, "x": 0.03, "y": 0.07 }, "kind": "title", "text": "BPS may unlock one-time revenues from property sales that could be reinvested in the capital facilities plan", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Action title", "slug": "action-title", "status": "active", "canonId": "019de52c-fb31-734c-a0f5-a3935b73135d", "version": 1, "description": null }, "framework": null }, "subkind": "action-title", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:12.37+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "6a2a41f5-888a-473e-8bce-e8cf5998bfc8", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.25, "x": 0.03, "y": 0.03 }, "kind": "title", "text": "DISTRICT OVEREXTENSION", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:12.37+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "f4c9813c-29ec-4074-b185-9ee86624c9e6", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [], "arcBeats": [], "loops": [], "locked": true }, { "page": 126, "type": "appendix", "title": "The slide uses a causal flow structure (left side: financial inputs; right side: programmatic outputs).", "function": "present_solution", "rawType": "other", "block": null, "metadata": { "slideType": "other", "slideTypeCanon": { "name": "Other (fallback)", "slug": "other", "status": "active", "canonId": "019de52d-0af5-71ed-83de-d51ae245fc43", "version": 1, "description": null }, "function": "present_solution", "functionCanon": { "name": "Present solution", "slug": "present_solution", "status": "active", "canonId": "019de52d-15b8-71da-bd23-2b767850cbce", "version": 1, "description": null }, "density": "overcrowded", "densityScore": 89, "componentCount": 9, "textChars": 823, "nDataPoints": 6, "notes": "The slide uses a causal flow structure (left side: financial inputs; right side: programmatic outputs).", "elementsJson": null, "confidence": 0.95, "extraction": { "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "at": "2026-07-16 19:36:13.011+00", "seconds": 3.547, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019f6b8e-e3f2-73cd-ba44-d930e8bf3977/126", "deck": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977", "deckAnchor": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977#slide-126", "deckJson": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977.json" }, "components": [ { "bbox": { "h": 0.12, "w": 0.88, "x": 0.06, "y": 0.8 }, "kind": "callout", "text": "While these are possibilities, the school district will have the ability to choose how it reinvests the money, taking into account the tradeoffs between consistency across schools and school autonomy", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": null, "subkind": { "name": "Primary callout", "slug": "primary", "status": "active", "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d", "version": 1, "description": null }, "framework": null }, "subkind": "primary", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:13.011+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "c0d330d4-b3bc-4b2c-96d4-4069d77de2b7", "parentComponentId": null }, { "bbox": { "h": 0.15, "w": 0.4, "x": 0.53, "y": 0.32 }, "kind": "list", "text": "Guaranteed set of electives or specials at all schools (e.g., Physical Education, Art)", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:13.011+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "37e0e447-b3aa-4a79-8088-55e6fb0bdda8", "parentComponentId": null }, { "bbox": { "h": 0.15, "w": 0.4, "x": 0.53, "y": 0.13 }, "kind": "list", "text": "Expanded before- and after-school programming for students in all schools", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:13.011+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "916a22dd-43f6-4c93-a90e-aa3ff0f15ac2", "parentComponentId": null }, { "bbox": { "h": 0.15, "w": 0.4, "x": 0.53, "y": 0.64 }, "kind": "list", "text": "Funds to build 1 state-of-the-art high school (~$30M) and 9 state-of-the-art lower schools (~$10M each)", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:13.011+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "a933e031-2b27-4e0f-891e-236ae300da72", "parentComponentId": null }, { "bbox": { "h": 0.15, "w": 0.4, "x": 0.53, "y": 0.47 }, "kind": "list", "text": "Greater portfolio of teacher supports and resources (e.g., instructional coaches, first-year mentors, counselors)", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:13.011+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "b50949e6-154e-45e1-8786-4aedc60cfd39", "parentComponentId": null }, { "bbox": { "h": 0.15, "w": 0.35, "x": 0.06, "y": 0.64 }, "kind": "list", "text": "~$120-200M in one-time cash from property sales of 30 – 50 schools", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:13.011+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "e2accb2b-64c9-4389-9f24-a359cd3b55ec", "parentComponentId": null }, { "bbox": { "h": 0.15, "w": 0.35, "x": 0.06, "y": 0.33 }, "kind": "list", "text": "~$51-85M in run-rate savings garnered from closing 30 – 50 schools", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:13.011+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "ec8a6131-2d2f-4d62-ad32-8af6f5f2042b", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.1, "x": 0.02, "y": 0.96 }, "kind": "other", "text": "Source: BPS data", "attrs": null, "canon": { "kind": { "name": "Other", "slug": "other", "status": "active", "canonId": "019de52c-fa90-743c-8bf6-20d1fbe82b6d", "version": 1, "description": "Fallback when no canonical kind applies." }, "tool": null, "subkind": null, "framework": null }, "subkind": "source-note", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:13.011+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "e1f16de5-3088-4965-acc4-169dc4f28069", "parentComponentId": null }, { "bbox": { "h": 0.1, "w": 0.8, "x": 0.02, "y": 0.04 }, "kind": "title", "text": "While the new funds will not be easy to unlock, they can bring the promise of a better future for BPS", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:13.011+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "678ff890-83db-4ee3-99ae-f47bdeb2bad9", "parentComponentId": null } ], "metrics": [], "tools": [ { "tool": { "name": "List presentation", "slug": "list-presentation", "status": "active", "bestFor": null, "canonId": "019dd9e1-4ef7-777d-ba68-9074c2b3bcf1", "version": 1, "bodyDocId": null, "description": "Bulleted, numbered, or checklist enumerations.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "25f85cd3-c95b-412b-b9f1-75baf32496e7", "evidence": "list/bullet: Greater portfolio of teacher supports and resources, Funds to build 1 state-of-the-art high school, Guaranteed set of electives or specials at all schools", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.7, "extraction": { "at": "2026-07-17 03:50:37.98205+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 126, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null } ], "frameworks": [], "arcBeats": [], "loops": [], "locked": true }, { "page": 127, "type": "evidence", "title": "Uses a case study approach to illustrate successful resource concentration strategies.", "function": "cite_precedent", "rawType": "comparison_table", "block": null, "metadata": { "slideType": "comparison_table", "slideTypeCanon": { "name": "Comparison table", "slug": "comparison_table", "status": "active", "canonId": "019de52d-0a06-73f8-8813-fe022fab1de2", "version": 1, "description": null }, "function": "cite_precedent", "functionCanon": { "name": "Cite precedent", "slug": "cite_precedent", "status": "active", "canonId": "019de52d-142b-714b-86d4-58aad7b568ec", "version": 1, "description": null }, "density": "dense", "densityScore": 60, "componentCount": 5, "textChars": 416, "nDataPoints": 6, "notes": "Uses a case study approach to illustrate successful resource concentration strategies.", "elementsJson": null, "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "at": "2026-07-16 19:36:12.262+00", "seconds": 2.692, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019f6b8e-e3f2-73cd-ba44-d930e8bf3977/127", "deck": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977", "deckAnchor": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977#slide-127", "deckJson": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977.json" }, "components": [ { "bbox": { "h": 0.45, "w": 0.18, "x": 0.8, "y": 0.3 }, "kind": "callout", "text": "While these school consolidations were tough in the short-term, many systems have gone on to see positive long-run academically and fiscal benefits", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": null, "subkind": { "name": "Primary callout", "slug": "primary", "status": "active", "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d", "version": 1, "description": null }, "framework": null }, "subkind": "primary", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:12.262+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "c016fd48-7962-458b-9646-e406349846e1", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.3, "x": 0.03, "y": 0.95 }, "kind": "other", "text": "1 Full case study examples in the appendix", "attrs": null, "canon": { "kind": { "name": "Other", "slug": "other", "status": "active", "canonId": "019de52c-fa90-743c-8bf6-20d1fbe82b6d", "version": 1, "description": "Fallback when no canonical kind applies." }, "tool": null, "subkind": null, "framework": null }, "subkind": "source-note", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:12.262+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "491f180c-cbdd-4bbd-864e-78d9df514db5", "parentComponentId": null }, { "bbox": { "h": 0.7, "w": 0.75, "x": 0.03, "y": 0.18 }, "kind": "table", "text": "Situation and Resolution for Chicago, Detroit, DC, and Los Angeles school districts.", "attrs": null, "canon": { "kind": { "name": "Table", "slug": "table", "status": "active", "canonId": "019de52c-f9c8-7148-8119-eaac9594cd28", "version": 1, "description": "Tabular data layout." }, "tool": null, "subkind": { "name": "Data table", "slug": "data", "status": "active", "canonId": "019de52d-02d5-75b8-8abf-88e92bf63569", "version": 1, "description": null }, "framework": null }, "subkind": "data", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:12.262+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "51993d9f-999d-4e89-8d39-a46b67d701e5", "parentComponentId": null }, { "bbox": { "h": 0.07, "w": 0.95, "x": 0.03, "y": 0.07 }, "kind": "title", "text": "A handful of big-city districts have successfully confronted over-extension problems to concentrate resources on students", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Action title", "slug": "action-title", "status": "active", "canonId": "019de52c-fb31-734c-a0f5-a3935b73135d", "version": 1, "description": null }, "framework": null }, "subkind": "action-title", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:12.262+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "9d77d118-a545-4868-ac72-00cdcde76c74", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.25, "x": 0.03, "y": 0.03 }, "kind": "title", "text": "DISTRICT OVEREXTENSION", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:12.262+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "fc03469b-fb2a-41db-ad28-4f1cba6ae41c", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [ { "matchId": "42ff2194-c526-458d-a277-938540d28b09", "evidence": "The table structure presents a 'Situation' (problem) and 'Resolution' (solution) for each city.", "framework": null, "confidence": 0.8, "extraction": { "at": "2026-07-16 19:36:12.262+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 127, "frameworkName": "before-after-bridge" } ], "arcBeats": [], "loops": [], "locked": true }, { "page": 128, "type": "tension", "title": "The slide uses a process-flow diagram to show how three distinct criteria lead to a unified decision-making framework.", "function": "frame_problem", "rawType": "problem_statement", "block": null, "metadata": { "slideType": "problem_statement", "slideTypeCanon": { "name": "Problem statement", "slug": "problem_statement", "status": "active", "canonId": "019de52d-0879-768d-bba8-8da8a5a121d4", "version": 1, "description": null }, "function": "frame_problem", "functionCanon": { "name": "Frame problem", "slug": "frame_problem", "status": "active", "canonId": "019de52d-13db-753e-ad70-e9b2d0dab398", "version": 1, "description": null }, "density": "balanced", "densityScore": 44, "componentCount": 4, "textChars": 413, "nDataPoints": 0, "notes": "The slide uses a process-flow diagram to show how three distinct criteria lead to a unified decision-making framework.", "elementsJson": null, "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "at": "2026-07-16 19:36:12.673+00", "seconds": 2.614, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019f6b8e-e3f2-73cd-ba44-d930e8bf3977/128", "deck": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977", "deckAnchor": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977#slide-128", "deckJson": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977.json" }, "components": [ { "bbox": { "h": 0.3, "w": 0.13, "x": 0.85, "y": 0.33 }, "kind": "callout", "text": "Combining all of these factors could help the district make informed decisions about which schools might be targeted", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": null, "subkind": { "name": "Primary callout", "slug": "primary", "status": "active", "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d", "version": 1, "description": null }, "framework": null }, "subkind": "primary", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:12.673+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "c2da5c92-fd3d-4e89-b87c-020b6672ee9e", "parentComponentId": null }, { "bbox": { "h": 0.75, "w": 0.95, "x": 0.03, "y": 0.15 }, "kind": "diagram", "text": "A table-like structure mapping three factors (Academic performance, Maintenance costs, School demand) to their descriptions and key analyses, culminating in a decision-making box.", "attrs": null, "canon": { "kind": { "name": "Diagram", "slug": "diagram", "status": "active", "canonId": "019de52c-f9f0-734a-81de-15382ff28c65", "version": 1, "description": "Schematic or relational diagram." }, "tool": null, "subkind": { "name": "Process flow", "slug": "process", "status": "active", "canonId": "019de52d-039c-718f-ad3a-efe9c4b3c838", "version": 1, "description": null }, "framework": null }, "subkind": "process", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:12.673+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "34a582ae-ed64-4f25-90bd-dd7885c6790b", "parentComponentId": null }, { "bbox": { "h": 0.65, "w": 0.15, "x": 0.04, "y": 0.2 }, "kind": "list", "text": "Academic performance, Maintenance costs, School demand", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:12.673+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "7ad37b4b-f424-42e8-8d79-a56cbac71b3d", "parentComponentId": null }, { "bbox": { "h": 0.08, "w": 0.6, "x": 0.02, "y": 0.04 }, "kind": "title", "text": "When considering which schools, BPS could consider a few factors", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:12.673+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "c56b7f07-8370-4e1c-85c8-6143280c33d3", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [ { "matchId": "c61bedd2-34ef-4103-8f70-e3fda49bedc6", "evidence": "The slide structures criteria (rows) against descriptions and analyses to reach a decision.", "framework": null, "confidence": 0.8, "extraction": { "at": "2026-07-16 19:36:12.673+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 128, "frameworkName": "decision-matrix" } ], "arcBeats": [], "loops": [], "locked": true }, { "page": 129, "type": "setup", "function": "front_matter", "rawType": "table_of_contents", "block": null, "metadata": { "slideType": "table_of_contents", "slideTypeCanon": { "name": "Table of contents", "slug": "table_of_contents", "status": "active", "canonId": "019de52d-0643-721b-9b85-69676bb85cf8", "version": 1, "description": null }, "function": "front_matter", "functionCanon": { "name": "Front matter", "slug": "front_matter", "status": "active", "canonId": "019de52d-133d-73f0-9e26-201eda96b098", "version": 1, "description": null }, "density": "sparse", "densityScore": 22, "componentCount": 2, "textChars": 307, "nDataPoints": 0, "notes": null, "elementsJson": null, "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "at": "2026-07-16 19:36:12.381+00", "seconds": 1.989, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019f6b8e-e3f2-73cd-ba44-d930e8bf3977/129", "deck": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977", "deckAnchor": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977#slide-129", "deckJson": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977.json" }, "components": [ { "bbox": { "h": 0.85, "w": 0.32, "x": 0.358, "y": 0.042 }, "kind": "list", "text": "Executive summary\nSystem overview\nPhase I: Scan of 25 RFP areas\nPhase II: Area deep dives\nDistrict overextension\nSpecial education\nClassroom based drivers\nTransportation\nPrivate placement\nInclusion view\nOrganizational effectiveness\nOther operational areas\nPhase III: Capturing opportunities\nAppendix", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:12.381+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "c8b566b3-7d5f-4eca-b9f4-98161787eb0b", "parentComponentId": null }, { "bbox": { "h": 0.04, "w": 0.12, "x": 0.12, "y": 0.04 }, "kind": "title", "text": "Contents", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:12.381+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "b5fa04a7-23b5-4b8f-b6b5-c472f1a8e1c9", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [], "arcBeats": [], "loops": [], "locked": true }, { "page": 130, "type": "setup", "title": "The slide outlines cost drivers (classrooms, transportation, private tuition) and the financial impact of a 12-year inclusion transition plan.", "function": "summarize", "rawType": "executive_summary", "block": null, "metadata": { "slideType": "executive_summary", "slideTypeCanon": { "name": "Executive summary", "slug": "executive_summary", "status": "active", "canonId": "019de52d-06be-73ff-81b3-f99fe7f0025e", "version": 1, "description": null }, "function": "summarize", "functionCanon": { "name": "Summarize", "slug": "summarize", "status": "active", "canonId": "019de52d-1541-704f-b86f-bf7b75056373", "version": 1, "description": null }, "density": "overcrowded", "densityScore": 80, "componentCount": 6, "textChars": 1299, "nDataPoints": 4, "notes": "The slide outlines cost drivers (classrooms, transportation, private tuition) and the financial impact of a 12-year inclusion transition plan.", "elementsJson": null, "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "at": "2026-07-16 19:36:13.656+00", "seconds": 3.218, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019f6b8e-e3f2-73cd-ba44-d930e8bf3977/130", "deck": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977", "deckAnchor": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977#slide-130", "deckJson": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977.json" }, "components": [ { "bbox": { "h": 0.18, "w": 0.85, "x": 0.07, "y": 0.61 }, "kind": "list", "text": "BPS has begun an ambitious, 12-year plan to move almost all SPED students to inclusion classrooms. The gradual phasing in will grow SPED costs by up to $8m a year at the roll-out peak, but an aggressive adherence to phasing out sub / separate classrooms can capture ~$63m annually and provide significantly better education by year 12.", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:13.656+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "649e4728-a3f9-4f4b-b4dd-8aa05def92cd", "parentComponentId": null }, { "bbox": { "h": 0.08, "w": 0.85, "x": 0.07, "y": 0.52 }, "kind": "list", "text": "Private placement decisions are driving both transportation and tuition costs. BPS has an opportunity to direct private placement students to better programs while also decreasing costs associated with these placements.", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:13.656+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "a229addc-bc6d-49e4-a889-0078487707d4", "parentComponentId": null }, { "bbox": { "h": 0.12, "w": 0.85, "x": 0.07, "y": 0.39 }, "kind": "list", "text": "SPED placement and transportation decisions are driving BPS transportation costs. Decisions around tracking students to current zone patterns and which students are getting transportation as part of their IEP’s are contributing to an already large transportation line item.", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:13.656+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "a2f75784-37eb-4c61-be5a-3a68bac5f46b", "parentComponentId": null }, { "bbox": { "h": 0.12, "w": 0.85, "x": 0.07, "y": 0.26 }, "kind": "list", "text": "Classroom costs are driven by variability in classification and non-inclusion models. Investigating this variation will give BPS a few levers to focus on programs that may be over-classifying students as ways to both improve services and limit unnecessary costs.", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:13.656+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "e5a85274-d143-408b-93f7-581bd1e7b582", "parentComponentId": null }, { "bbox": { "h": 0.12, "w": 0.85, "x": 0.07, "y": 0.13 }, "kind": "list", "text": "Classrooms, transportation and private tuitions account for 73% of SPED budget. SPED accounts for ~25% of the BPS budget, meaning these costs together account for ~20% of the overall BPS budget", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:13.656+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "ff332f71-c19d-46c2-a702-2cbf0bf7b5cb", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.25, "x": 0.05, "y": 0.03 }, "kind": "title", "text": "Executive Summary", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:13.656+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "90e1139b-7436-4782-acc4-301a38fbd43a", "parentComponentId": null } ], "metrics": [], "tools": [ { "tool": { "name": "Executive summary", "slug": "executive-summary", "status": "active", "bestFor": null, "canonId": "019dd9e1-4b63-72d5-9734-da757d91ca61", "version": 1, "bodyDocId": null, "description": "A condensed view of the entire argument on a single slide / block.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "dc623102-149d-44ef-ad58-d5db9dc2a562", "evidence": "The slide is titled 'Executive Summary' and contains a list/bullet of key points related to BPS' special education budget and plans.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.9, "extraction": { "at": "2026-07-17 02:11:24.619018+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 130, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null } ], "frameworks": [], "arcBeats": [], "loops": [], "locked": true }, { "page": 131, "type": "tension", "title": "The slide contrasts national trends with specific BPS budget data points.", "function": "frame_problem", "rawType": "problem_statement", "block": null, "metadata": { "slideType": "problem_statement", "slideTypeCanon": { "name": "Problem statement", "slug": "problem_statement", "status": "active", "canonId": "019de52d-0879-768d-bba8-8da8a5a121d4", "version": 1, "description": null }, "function": "frame_problem", "functionCanon": { "name": "Frame problem", "slug": "frame_problem", "status": "active", "canonId": "019de52d-13db-753e-ad70-e9b2d0dab398", "version": 1, "description": null }, "density": "dense", "densityScore": 53, "componentCount": 4, "textChars": 483, "nDataPoints": 6, "notes": "The slide contrasts national trends with specific BPS budget data points.", "elementsJson": null, "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "at": "2026-07-16 19:36:13.144+00", "seconds": 2.444, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019f6b8e-e3f2-73cd-ba44-d930e8bf3977/131", "deck": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977", "deckAnchor": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977#slide-131", "deckJson": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977.json" }, "components": [ { "bbox": { "h": 0.7, "w": 0.7, "x": 0.02, "y": 0.15 }, "kind": "chart", "text": "Special education as % of total per pupil spending", "attrs": null, "canon": { "kind": { "name": "Chart", "slug": "chart", "status": "active", "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8", "version": 1, "description": "Quantitative chart." }, "tool": null, "subkind": { "name": "Line chart", "slug": "line", "status": "active", "canonId": "019de52c-ff62-778f-8f6c-a952ceae8677", "version": 1, "description": null }, "framework": null }, "subkind": "line", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:13.144+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "f5c4801d-0859-4369-bdc9-d64886bcde86", "parentComponentId": null }, { "bbox": { "h": 0.6, "w": 0.25, "x": 0.73, "y": 0.225 }, "kind": "list", "text": "Special education costs have been rising nationally since the 60's, capturing a continually larger share of per pupil spending, annually. By 2005, special education made up 21% of budgets. In 2014, actual BPS expenditures were 24% of the BPS budget.", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:13.144+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "eafa0f09-dde5-4df5-bce5-d6e7cb5b9b30", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.4, "x": 0.02, "y": 0.92 }, "kind": "source-note", "text": "1 “Where has the money been going?”, Economic Policy Institute, 2010", "attrs": null, "canon": { "kind": { "name": "Source note", "slug": "source-note", "status": "active", "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948", "version": 1, "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": "source-note", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:13.144+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "a7d20538-6b69-42de-a5d2-f8750d0fa7ff", "parentComponentId": null }, { "bbox": { "h": 0.08, "w": 0.8, "x": 0.02, "y": 0.03 }, "kind": "title", "text": "Special education costs have been rising nationally for years, but BPS' budget is more heavily weighted towards SPED", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:13.144+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "c85f9a83-790c-467e-afb6-d324ce73d2b9", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [], "arcBeats": [], "loops": [], "locked": true }, { "page": 132, "type": "analysis", "title": "The slide uses a hierarchical tree diagram to decompose the $265m total special education budget.", "function": "analyze_data", "rawType": "executive_summary", "block": null, "metadata": { "slideType": "executive_summary", "slideTypeCanon": { "name": "Executive summary", "slug": "executive_summary", "status": "active", "canonId": "019de52d-06be-73ff-81b3-f99fe7f0025e", "version": 1, "description": null }, "function": "analyze_data", "functionCanon": { "name": "Analyze data", "slug": "analyze_data", "status": "active", "canonId": "019de52d-1590-7413-8c82-cc218cff40b4", "version": 1, "description": null }, "density": "balanced", "densityScore": 47, "componentCount": 4, "textChars": 320, "nDataPoints": 14, "notes": "The slide uses a hierarchical tree diagram to decompose the $265m total special education budget.", "elementsJson": null, "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "at": "2026-07-16 19:36:13.25+00", "seconds": 2.545, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019f6b8e-e3f2-73cd-ba44-d930e8bf3977/132", "deck": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977", "deckAnchor": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977#slide-132", "deckJson": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977.json" }, "components": [ { "bbox": { "h": 0.15, "w": 0.18, "x": 0.12, "y": 0.38 }, "kind": "callout", "text": "As the biggest three areas in the biggest part of the BPS budget, these areas are 18% of total BPS budget", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": null, "subkind": { "name": "Primary callout", "slug": "primary", "status": "active", "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d", "version": 1, "description": null }, "framework": null }, "subkind": "primary", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:13.25+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "d183c76c-f2df-4773-adbf-5cda4446807b", "parentComponentId": null }, { "bbox": { "h": 0.75, "w": 0.9, "x": 0.05, "y": 0.15 }, "kind": "diagram", "text": "Hierarchical breakdown of BPS special education spending", "attrs": null, "canon": { "kind": { "name": "Diagram", "slug": "diagram", "status": "active", "canonId": "019de52c-f9f0-734a-81de-15382ff28c65", "version": 1, "description": "Schematic or relational diagram." }, "tool": null, "subkind": { "name": "Process flow", "slug": "process", "status": "active", "canonId": "019de52d-039c-718f-ad3a-efe9c4b3c838", "version": 1, "description": null }, "framework": null }, "subkind": "process", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:13.25+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "a643d389-c083-4ad1-9b1f-d94df38d6530", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.3, "x": 0.02, "y": 0.95 }, "kind": "source-note", "text": "Source: BPS 2014 all funds drill down, actual expenses", "attrs": null, "canon": { "kind": { "name": "Source note", "slug": "source-note", "status": "active", "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948", "version": 1, "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": "source-note", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:13.25+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "da89559d-b8ab-4956-828c-03435f75881c", "parentComponentId": null }, { "bbox": { "h": 0.08, "w": 0.7, "x": 0.02, "y": 0.03 }, "kind": "title", "text": "73% of special education costs are in three areas: classroom staff, transportation and private placements", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:13.25+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "104785be-4899-4fb0-acd5-921bf6ebb2ad", "parentComponentId": null } ], "metrics": [], "tools": [ { "tool": { "name": "Executive summary", "slug": "executive-summary", "status": "active", "bestFor": null, "canonId": "019dd9e1-4b63-72d5-9734-da757d91ca61", "version": 1, "bodyDocId": null, "description": "A condensed view of the entire argument on a single slide / block.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "e0e29511-68c1-4ae4-a01c-ef3efa4f136f", "evidence": "The slide is titled '73% of special education costs are in three areas: classroom staff, transportation and private placements' and contains a hierarchical breakdown of BPS special education spending.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.9, "extraction": { "at": "2026-07-17 02:11:24.722167+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 132, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null } ], "frameworks": [ { "matchId": "7b275574-4655-45a5-b148-43d3823d3eb9", "evidence": "The slide breaks down total spending into hierarchical categories.", "framework": null, "confidence": 0.9, "extraction": { "at": "2026-07-16 19:36:13.25+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 132, "frameworkName": "decomposition" } ], "arcBeats": [], "loops": [], "locked": true }, { "page": 133, "type": "analysis", "title": "The slide uses a checkmark matrix to illustrate the relationship between spending categories and cost levers.", "function": "analyze_data", "rawType": "comparison_table", "block": null, "metadata": { "slideType": "comparison_table", "slideTypeCanon": { "name": "Comparison table", "slug": "comparison_table", "status": "active", "canonId": "019de52d-0a06-73f8-8813-fe022fab1de2", "version": 1, "description": null }, "function": "analyze_data", "functionCanon": { "name": "Analyze data", "slug": "analyze_data", "status": "active", "canonId": "019de52d-1590-7413-8c82-cc218cff40b4", "version": 1, "description": null }, "density": "balanced", "densityScore": 29, "componentCount": 3, "textChars": 200, "nDataPoints": 5, "notes": "The slide uses a checkmark matrix to illustrate the relationship between spending categories and cost levers.", "elementsJson": null, "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "at": "2026-07-16 19:36:12.986+00", "seconds": 2.267, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019f6b8e-e3f2-73cd-ba44-d930e8bf3977/133", "deck": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977", "deckAnchor": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977#slide-133", "deckJson": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977.json" }, "components": [ { "bbox": { "h": 0.02, "w": 0.1, "x": 0.83, "y": 0.085 }, "kind": "legend", "text": "Classroom-based", "attrs": null, "canon": { "kind": { "name": "Legend", "slug": "legend", "status": "active", "canonId": "31361933-3d22-4c70-bbad-0801e9fffc0c", "version": 1, "description": "Color/symbol decoder placed adjacent to a chart or diagram." }, "tool": null, "subkind": null, "framework": null }, "subkind": "legend", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:12.986+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "0524d9d5-8820-41f5-8cd1-74b9e32d7258", "parentComponentId": null }, { "bbox": { "h": 0.75, "w": 0.94, "x": 0.03, "y": 0.145 }, "kind": "table", "text": "Matrix of budget areas (rows) vs key drivers (columns) with checkmarks indicating influence.", "attrs": null, "canon": { "kind": { "name": "Table", "slug": "table", "status": "active", "canonId": "019de52c-f9c8-7148-8119-eaac9594cd28", "version": 1, "description": "Tabular data layout." }, "tool": null, "subkind": { "name": "Data table", "slug": "data", "status": "active", "canonId": "019de52d-02d5-75b8-8abf-88e92bf63569", "version": 1, "description": null }, "framework": null }, "subkind": "data", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:12.986+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "da580baf-e73c-4f8e-9230-14f886725d8e", "parentComponentId": null }, { "bbox": { "h": 0.08, "w": 0.65, "x": 0.03, "y": 0.03 }, "kind": "title", "text": "In the largest areas of SPED spending, BPS has a few levers that can be used to control costs", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:12.986+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "d8fbc8f0-1947-4f73-873b-5ab9683a50b8", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [ { "matchId": "ce6bf85d-5cd9-4b1b-ad85-208c3c996bc8", "evidence": "The slide uses a grid to map budget categories against cost drivers.", "framework": null, "confidence": 0.9, "extraction": { "at": "2026-07-16 19:36:12.986+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 133, "frameworkName": "matrix-nxn" } ], "arcBeats": [], "loops": [], "locked": true }, { "page": 134, "type": "setup", "function": "front_matter", "rawType": "table_of_contents", "block": null, "metadata": { "slideType": "table_of_contents", "slideTypeCanon": { "name": "Table of contents", "slug": "table_of_contents", "status": "active", "canonId": "019de52d-0643-721b-9b85-69676bb85cf8", "version": 1, "description": null }, "function": "front_matter", "functionCanon": { "name": "Front matter", "slug": "front_matter", "status": "active", "canonId": "019de52d-133d-73f0-9e26-201eda96b098", "version": 1, "description": null }, "density": "balanced", "densityScore": 27, "componentCount": 2, "textChars": 307, "nDataPoints": 1, "notes": null, "elementsJson": null, "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "at": "2026-07-16 19:36:12.998+00", "seconds": 1.953, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019f6b8e-e3f2-73cd-ba44-d930e8bf3977/134", "deck": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977", "deckAnchor": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977#slide-134", "deckJson": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977.json" }, "components": [ { "bbox": { "h": 0.85, "w": 0.35, "x": 0.358, "y": 0.043 }, "kind": "list", "text": "Executive summary\nSystem overview\nPhase I: Scan of 25 RFP areas\nPhase II: Area deep dives\nDistrict overextension\nSpecial education\nClassroom based drivers\nTransportation\nPrivate placement\nInclusion view\nOrganizational effectiveness\nOther operational areas\nPhase III: Capturing opportunities\nAppendix", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:12.998+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "afb40318-eecc-48dd-a04f-75dd65aa119a", "parentComponentId": null }, { "bbox": { "h": 0.04, "w": 0.13, "x": 0.12, "y": 0.04 }, "kind": "title", "text": "Contents", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:12.998+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "92fc62af-c172-48f1-b0e3-5ef86226f1bf", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [], "arcBeats": [], "loops": [], "locked": true }, { "page": 135, "type": "setup", "title": "Includes two bar charts: one for state-level data and one for district-level data (Boston vs MA average).", "function": "compare_peers", "rawType": "comparison_table", "block": null, "metadata": { "slideType": "comparison_table", "slideTypeCanon": { "name": "Comparison table", "slug": "comparison_table", "status": "active", "canonId": "019de52d-0a06-73f8-8813-fe022fab1de2", "version": 1, "description": null }, "function": "compare_peers", "functionCanon": { "name": "Compare peers", "slug": "compare_peers", "status": "active", "canonId": "019de52d-1453-72ba-a367-9ba3d34c1630", "version": 1, "description": null }, "density": "overcrowded", "densityScore": 81, "componentCount": 6, "textChars": 835, "nDataPoints": 45, "notes": "Includes two bar charts: one for state-level data and one for district-level data (Boston vs MA average).", "elementsJson": null, "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "at": "2026-07-16 19:36:14.854+00", "seconds": 3.36, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019f6b8e-e3f2-73cd-ba44-d930e8bf3977/135", "deck": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977", "deckAnchor": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977#slide-135", "deckJson": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977.json" }, "components": [ { "bbox": { "h": 0.75, "w": 0.32, "x": 0.02, "y": 0.12 }, "kind": "chart", "text": "Identification Rate of Students with Disabilities, by State 2009-10", "attrs": null, "canon": { "kind": { "name": "Chart", "slug": "chart", "status": "active", "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8", "version": 1, "description": "Quantitative chart." }, "tool": null, "subkind": { "name": "Horizontal bar chart", "slug": "bar-horizontal", "status": "active", "canonId": "019de52c-fec4-7221-986b-1cb5f5e84b1f", "version": 1, "description": null }, "framework": null }, "subkind": "bar-horizontal", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:14.854+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "253b5213-696b-471b-a45a-2b28faa4990e", "parentComponentId": null }, { "bbox": { "h": 0.75, "w": 0.3, "x": 0.35, "y": 0.12 }, "kind": "chart", "text": "Identification Rate of Students with Disabilities, by MA district 2013", "attrs": null, "canon": { "kind": { "name": "Chart", "slug": "chart", "status": "active", "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8", "version": 1, "description": "Quantitative chart." }, "tool": null, "subkind": { "name": "Horizontal bar chart", "slug": "bar-horizontal", "status": "active", "canonId": "019de52c-fec4-7221-986b-1cb5f5e84b1f", "version": 1, "description": null }, "framework": null }, "subkind": "bar-horizontal", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:14.854+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "efb14d29-dc3b-4e6b-9ac5-28bacd422532", "parentComponentId": null }, { "bbox": { "h": 0.35, "w": 0.33, "x": 0.66, "y": 0.12 }, "kind": "list", "text": "A 2011 Fordham Institute report found that Massachusetts has historically higher SPED numbers due to being a leader in SPED beginning in the 1970s. Boston has 19.5% of students in special education, significantly above the national average of 13.1%.", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:14.854+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "37646805-f5b3-4fe8-9034-45bd3e42a03d", "parentComponentId": null }, { "bbox": { "h": 0.35, "w": 0.33, "x": 0.66, "y": 0.5 }, "kind": "list", "text": "Assuming direct labor aligns with the number of students, BPS could save roughly $5M for every one percentage drop in classification. Aligning with state average could translate to $10-15M in savings; aligning with New England average could capture $15-18M.", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:14.854+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "420437eb-62a2-430a-a209-85317313af48", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.95, "x": 0.02, "y": 0.88 }, "kind": "source-note", "text": "1 Fordham Institute, \"Shifting trends in Special Education,\" May 2011; 2 MA Department of Elementary and Secondary Education, 2013", "attrs": null, "canon": { "kind": { "name": "Source note", "slug": "source-note", "status": "active", "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948", "version": 1, "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": "source-note", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:14.854+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "9b2e378b-90bc-496a-9b26-87e778c2480b", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.8, "x": 0.02, "y": 0.03 }, "kind": "title", "text": "BPS SPED classification is above MA average, well above nation", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:14.854+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "98cbd473-ba8f-4649-943c-ef71f37fe2d3", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [ { "matchId": "0aa86965-05e6-4554-97a1-6c47a8418272", "evidence": "Comparing Boston SPED rates against state and national benchmarks to drive financial savings analysis.", "framework": null, "confidence": 0.8, "extraction": { "at": "2026-07-16 19:36:14.854+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 135, "frameworkName": "comparison_frame" } ], "arcBeats": [], "loops": [], "locked": true }, { "page": 136, "type": "resolution", "title": "The chart uses a scatter plot to visualize the correlation between socioeconomic status and special education designation.", "function": "analyze_data", "rawType": "key_takeaways", "block": null, "metadata": { "slideType": "key_takeaways", "slideTypeCanon": { "name": "Key takeaways", "slug": "key_takeaways", "status": "active", "canonId": "019de52d-06e7-7674-a891-9f7de3b11b6d", "version": 1, "description": null }, "function": "analyze_data", "functionCanon": { "name": "Analyze data", "slug": "analyze_data", "status": "active", "canonId": "019de52d-1590-7413-8c82-cc218cff40b4", "version": 1, "description": null }, "density": "dense", "densityScore": 60, "componentCount": 4, "textChars": 612, "nDataPoints": 409, "notes": "The chart uses a scatter plot to visualize the correlation between socioeconomic status and special education designation.", "elementsJson": null, "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "at": "2026-07-16 19:36:14.145+00", "seconds": 2.484, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019f6b8e-e3f2-73cd-ba44-d930e8bf3977/136", "deck": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977", "deckAnchor": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977#slide-136", "deckJson": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977.json" }, "components": [ { "bbox": { "h": 0.3, "w": 0.28, "x": 0.7, "y": 0.35 }, "kind": "callout", "text": "A 2014 Massachusetts study found that low-income students in the state were identified as eligible for special education services at substantially higher rates than non-low-income students", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": null, "subkind": { "name": "Primary callout", "slug": "primary", "status": "active", "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d", "version": 1, "description": null }, "framework": null }, "subkind": "primary", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:14.145+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "07163689-4bd9-42e9-bf87-36c2d56d1506", "parentComponentId": null }, { "bbox": { "h": 0.65, "w": 0.65, "x": 0.03, "y": 0.14 }, "kind": "chart", "text": "Plot of MA districts by Free and Reduced Meal and Disability status", "attrs": null, "canon": { "kind": { "name": "Chart", "slug": "chart", "status": "active", "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8", "version": 1, "description": "Quantitative chart." }, "tool": null, "subkind": { "name": "Scatter plot", "slug": "scatter", "status": "active", "canonId": "019de52d-007d-72ec-8689-c79fb78e21a2", "version": 1, "description": null }, "framework": null }, "subkind": "scatter", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:14.145+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "47bba3c6-c892-428f-a7c0-ba1ffd5f36c4", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.95, "x": 0.02, "y": 0.88 }, "kind": "other", "text": "1 MA Department of Elementary and Secondary Education, 2013; this includes all 409 “districts” in MA, many of which are individual schools; the state average remains unchanged when just traditional districts are considered", "attrs": null, "canon": { "kind": { "name": "Other", "slug": "other", "status": "active", "canonId": "019de52c-fa90-743c-8bf6-20d1fbe82b6d", "version": 1, "description": "Fallback when no canonical kind applies." }, "tool": null, "subkind": null, "framework": null }, "subkind": "source-note", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:14.145+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "c11b3a80-3310-4ca8-a154-61f723797cb9", "parentComponentId": null }, { "bbox": { "h": 0.08, "w": 0.9, "x": 0.02, "y": 0.04 }, "kind": "title", "text": "SWD designation varies little by income statuses of MA districts, however low income students have a higher likelihood to be classified", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:14.145+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "906c1dea-2f4d-448a-a941-e619a7a342d0", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [], "arcBeats": [], "loops": [], "locked": true }, { "page": 137, "type": "tension", "title": "The chart uses a horizontal bar chart to compare individual school referral rates against the district average of 2.8%.", "function": "analyze_data", "rawType": "problem_statement", "block": null, "metadata": { "slideType": "problem_statement", "slideTypeCanon": { "name": "Problem statement", "slug": "problem_statement", "status": "active", "canonId": "019de52d-0879-768d-bba8-8da8a5a121d4", "version": 1, "description": null }, "function": "analyze_data", "functionCanon": { "name": "Analyze data", "slug": "analyze_data", "status": "active", "canonId": "019de52d-1590-7413-8c82-cc218cff40b4", "version": 1, "description": null }, "density": "dense", "densityScore": 68, "componentCount": 5, "textChars": 720, "nDataPoints": 6, "notes": "The chart uses a horizontal bar chart to compare individual school referral rates against the district average of 2.8%.", "elementsJson": null, "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "at": "2026-07-16 19:36:14.533+00", "seconds": 2.842, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019f6b8e-e3f2-73cd-ba44-d930e8bf3977/137", "deck": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977", "deckAnchor": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977#slide-137", "deckJson": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977.json" }, "components": [ { "bbox": { "h": 0.7, "w": 0.2, "x": 0.78, "y": 0.2 }, "kind": "callout", "text": "The top 20% of BPS schools are referring an average of 5.8% of their students – twice the district average. This 20% of schools is classifying 39% more of those referred as special education than the BPS average. Moving the top 20% of referring schools into alignment with the district could save $80-90K annually across those 27 schools. Investigation and training at these schools could move schools into alignment with the district. 83% of referrals are coming from parents.", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": null, "subkind": { "name": "Primary callout", "slug": "primary", "status": "active", "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d", "version": 1, "description": null }, "framework": null }, "subkind": "primary", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:14.533+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "201f003d-4421-4cea-ae1b-edfe709069dc", "parentComponentId": null }, { "bbox": { "h": 0.75, "w": 0.75, "x": 0.02, "y": 0.14 }, "kind": "chart", "text": "Rates of SPED referrals, by school, SY 14-15", "attrs": null, "canon": { "kind": { "name": "Chart", "slug": "chart", "status": "active", "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8", "version": 1, "description": "Quantitative chart." }, "tool": null, "subkind": { "name": "Horizontal bar chart", "slug": "bar-horizontal", "status": "active", "canonId": "019de52c-fec4-7221-986b-1cb5f5e84b1f", "version": 1, "description": null }, "framework": null }, "subkind": "bar-horizontal", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:14.533+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "985dab2b-936c-4b4f-b3b0-ed470284013f", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.3, "x": 0.02, "y": 0.95 }, "kind": "source-note", "text": "Source: BPS Office of Special Education data", "attrs": null, "canon": { "kind": { "name": "Source note", "slug": "source-note", "status": "active", "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948", "version": 1, "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": "source-note", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:14.533+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "4bf70b32-c90c-4b19-88a1-c38befb3983d", "parentComponentId": null }, { "bbox": { "h": 0.08, "w": 0.9, "x": 0.02, "y": 0.07 }, "kind": "title", "text": "27 schools are referring students to SPED at rates more than double the district average, and are classifying students 39% more frequently", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Action title", "slug": "action-title", "status": "active", "canonId": "019de52c-fb31-734c-a0f5-a3935b73135d", "version": 1, "description": null }, "framework": null }, "subkind": "action-title", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:14.533+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "d0af0d6c-66d3-4aa1-9e9e-3b1e1ed728ef", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.2, "x": 0.02, "y": 0.03 }, "kind": "title", "text": "SPECIAL EDUCATION", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:14.533+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "216a10f9-5468-4477-909c-dcddce07d43b", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [ { "matchId": "1d5f5136-0168-4865-bdcd-34244bc691be", "evidence": "Comparison of school-level data against district average to identify outliers.", "framework": null, "confidence": 0.8, "extraction": { "at": "2026-07-16 19:36:14.533+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 137, "frameworkName": "analytical-method" } ], "arcBeats": [], "loops": [], "locked": true }, { "page": 138, "type": "tension", "title": "The chart is a horizontal bar chart showing classification rates by school, grouped by school level (HS, MS, ES).", "function": "analyze_data", "rawType": "problem_statement", "block": null, "metadata": { "slideType": "problem_statement", "slideTypeCanon": { "name": "Problem statement", "slug": "problem_statement", "status": "active", "canonId": "019de52d-0879-768d-bba8-8da8a5a121d4", "version": 1, "description": null }, "function": "analyze_data", "functionCanon": { "name": "Analyze data", "slug": "analyze_data", "status": "active", "canonId": "019de52d-1590-7413-8c82-cc218cff40b4", "version": 1, "description": null }, "density": "overcrowded", "densityScore": 79, "componentCount": 6, "textChars": 839, "nDataPoints": 8, "notes": "The chart is a horizontal bar chart showing classification rates by school, grouped by school level (HS, MS, ES).", "elementsJson": null, "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "at": "2026-07-16 19:36:14.649+00", "seconds": 2.82, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019f6b8e-e3f2-73cd-ba44-d930e8bf3977/138", "deck": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977", "deckAnchor": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977#slide-138", "deckJson": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977.json" }, "components": [ { "bbox": { "h": 0.65, "w": 0.2, "x": 0.78, "y": 0.2 }, "kind": "callout", "text": "20% of BPS schools classified 87% of referred students – 120 students. The schools with high classification rates also are referring 3.5% of their students, 21% above the district average. Moving the top 20% of classifying schools into alignment with the district average could save $400-600K annually across those 27 schools. Between Feb and Sept, the 34 schools with 0% classified had 216 students referred – some schools may be under classifying", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": null, "subkind": { "name": "Primary callout", "slug": "primary", "status": "active", "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d", "version": 1, "description": null }, "framework": null }, "subkind": "primary", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:14.649+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "5e71e980-9495-42c5-9d7f-7ef2f7e23caf", "parentComponentId": null }, { "bbox": { "h": 0.75, "w": 0.75, "x": 0.02, "y": 0.18 }, "kind": "chart", "text": "Horizontal bar chart showing classification rates per school", "attrs": null, "canon": { "kind": { "name": "Chart", "slug": "chart", "status": "active", "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8", "version": 1, "description": "Quantitative chart." }, "tool": null, "subkind": { "name": "Horizontal bar chart", "slug": "bar-horizontal", "status": "active", "canonId": "019de52c-fec4-7221-986b-1cb5f5e84b1f", "version": 1, "description": null }, "framework": null }, "subkind": "bar-horizontal", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:14.649+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "2c15d096-fc18-403e-8816-98b22e641449", "parentComponentId": null }, { "bbox": { "h": 0.1, "w": 0.2, "x": 0.55, "y": 0.75 }, "kind": "quote", "text": "We feel subtle pressure sometimes to avoid classifying students – BPS teacher", "attrs": null, "canon": { "kind": { "name": "Quote", "slug": "quote", "status": "active", "canonId": "019de52c-f8fb-751e-8bc6-d58e2d59562a", "version": 1, "description": "Pull quote or testimonial." }, "tool": null, "subkind": { "name": "Testimonial", "slug": "testimonial", "status": "active", "canonId": "019de52c-fc21-71b6-9ac3-8266a64945e8", "version": 1, "description": null }, "framework": null }, "subkind": "testimonial", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:14.649+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "c5daa132-d985-482f-91d7-d1728753aef1", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.3, "x": 0.02, "y": 0.95 }, "kind": "source-note", "text": "Source: BPS Office of Special Education data", "attrs": null, "canon": { "kind": { "name": "Source note", "slug": "source-note", "status": "active", "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948", "version": 1, "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": "source-note", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:14.649+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "7d3ad461-8992-4083-a06b-9cf4ef9388c2", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.5, "x": 0.02, "y": 0.14 }, "kind": "subtitle", "text": "Rates of SPED classifications among referred population, by school, SY 14-15", "attrs": null, "canon": { "kind": { "name": "Subtitle", "slug": "subtitle", "status": "active", "canonId": "82d821ee-2793-42e7-8f16-c6131385a3ce", "version": 1, "description": "Header-zone supporting text near the title (= ex body.description with bbox)." }, "tool": null, "subkind": null, "framework": null }, "subkind": "subtitle", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:14.649+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "1d3428dd-2ff7-4577-a80a-4a94131d0985", "parentComponentId": null }, { "bbox": { "h": 0.08, "w": 0.9, "x": 0.02, "y": 0.03 }, "kind": "title", "text": "Wide variation of classification means over classification could be costing ~$500K annually, while 34 schools may be under classifying", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:14.649+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "bba4dad9-8488-4b91-b764-c0f805e1e889", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [], "arcBeats": [], "loops": [], "locked": true }, { "page": 139, "type": "resolution", "title": "The chart includes a trend line indicating a positive correlation.", "function": "analyze_data", "rawType": "key_takeaways", "block": null, "metadata": { "slideType": "key_takeaways", "slideTypeCanon": { "name": "Key takeaways", "slug": "key_takeaways", "status": "active", "canonId": "019de52d-06e7-7674-a891-9f7de3b11b6d", "version": 1, "description": null }, "function": "analyze_data", "functionCanon": { "name": "Analyze data", "slug": "analyze_data", "status": "active", "canonId": "019de52d-1590-7413-8c82-cc218cff40b4", "version": 1, "description": null }, "density": "dense", "densityScore": 54, "componentCount": 4, "textChars": 440, "nDataPoints": 60, "notes": "The chart includes a trend line indicating a positive correlation.", "elementsJson": null, "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "at": "2026-07-16 19:36:14.38+00", "seconds": 2.275, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019f6b8e-e3f2-73cd-ba44-d930e8bf3977/139", "deck": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977", "deckAnchor": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977#slide-139", "deckJson": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977.json" }, "components": [ { "bbox": { "h": 0.55, "w": 0.22, "x": 0.76, "y": 0.28 }, "kind": "callout", "text": "Schools that refer higher percentages of their students are also likely to classify referred students at higher rates as well. While the correlation is not overwhelming, it indicates that there could be cultures of overreliance on special education.", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": null, "subkind": { "name": "Primary callout", "slug": "primary", "status": "active", "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d", "version": 1, "description": null }, "framework": null }, "subkind": "primary", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:14.38+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "5dc1992f-efac-40d9-9dda-0d23e50ccb81", "parentComponentId": null }, { "bbox": { "h": 0.6, "w": 0.73, "x": 0.02, "y": 0.25 }, "kind": "chart", "text": "Scatter plot of referral rates vs classification rates", "attrs": null, "canon": { "kind": { "name": "Chart", "slug": "chart", "status": "active", "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8", "version": 1, "description": "Quantitative chart." }, "tool": null, "subkind": { "name": "Scatter plot", "slug": "scatter", "status": "active", "canonId": "019de52d-007d-72ec-8689-c79fb78e21a2", "version": 1, "description": null }, "framework": null }, "subkind": "scatter", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:14.38+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "ec819cd7-8b98-40fd-9982-20f3222cb353", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.3, "x": 0.01, "y": 0.95 }, "kind": "other", "text": "Source: BPS Office of Special Education data", "attrs": null, "canon": { "kind": { "name": "Other", "slug": "other", "status": "active", "canonId": "019de52c-fa90-743c-8bf6-20d1fbe82b6d", "version": 1, "description": "Fallback when no canonical kind applies." }, "tool": null, "subkind": null, "framework": null }, "subkind": "source-note", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:14.38+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "198118f5-77ba-4329-aeb8-930e8b12e1a7", "parentComponentId": null }, { "bbox": { "h": 0.08, "w": 0.85, "x": 0.01, "y": 0.03 }, "kind": "title", "text": "There is a signification correlation of higher referral rates and higher classification rates", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:14.38+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "80dd53e0-37a6-46f8-9041-5359c5276860", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [], "arcBeats": [], "loops": [], "locked": true }, { "page": 140, "type": "resolution", "title": "The chart compares BPS data from 2012-2015 against Massachusetts state data from 2013-2014.", "function": "analyze_data", "rawType": "key_takeaways", "block": null, "metadata": { "slideType": "key_takeaways", "slideTypeCanon": { "name": "Key takeaways", "slug": "key_takeaways", "status": "active", "canonId": "019de52d-06e7-7674-a891-9f7de3b11b6d", "version": 1, "description": null }, "function": "analyze_data", "functionCanon": { "name": "Analyze data", "slug": "analyze_data", "status": "active", "canonId": "019de52d-1590-7413-8c82-cc218cff40b4", "version": 1, "description": null }, "density": "dense", "densityScore": 72, "componentCount": 5, "textChars": 883, "nDataPoints": 32, "notes": "The chart compares BPS data from 2012-2015 against Massachusetts state data from 2013-2014.", "elementsJson": null, "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "at": "2026-07-16 19:36:15.492+00", "seconds": 3.055, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019f6b8e-e3f2-73cd-ba44-d930e8bf3977/140", "deck": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977", "deckAnchor": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977#slide-140", "deckJson": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977.json" }, "components": [ { "bbox": { "h": 0.65, "w": 0.45, "x": 0.03, "y": 0.235 }, "kind": "chart", "text": "Types of SPED classification, % of SPED students", "attrs": null, "canon": { "kind": { "name": "Chart", "slug": "chart", "status": "active", "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8", "version": 1, "description": "Quantitative chart." }, "tool": null, "subkind": { "name": "Stacked bar chart", "slug": "bar-stacked", "status": "active", "canonId": "019de52c-feec-74bf-9028-15b74f84f0a7", "version": 1, "description": null }, "framework": null }, "subkind": "bar-stacked", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:15.492+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "311f0c1f-ddb1-4d04-a1b6-2b9ea9a28dd6", "parentComponentId": null }, { "bbox": { "h": 0.15, "w": 0.4, "x": 0.55, "y": 0.12 }, "kind": "legend", "text": "Specific Learning Disabilities, Communication, Developmental Delay, Emotional, Autism, Intellectual, Health, Physical, All others", "attrs": null, "canon": { "kind": { "name": "Legend", "slug": "legend", "status": "active", "canonId": "31361933-3d22-4c70-bbad-0801e9fffc0c", "version": 1, "description": "Color/symbol decoder placed adjacent to a chart or diagram." }, "tool": null, "subkind": null, "framework": null }, "subkind": "legend", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:15.492+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "5a12e0bd-e321-48c5-b95a-c5cf9352a956", "parentComponentId": null }, { "bbox": { "h": 0.45, "w": 0.44, "x": 0.53, "y": 0.41 }, "kind": "list", "text": "BPS' distribution is mostly aligned with the state, with some potential opportunity in Intellectual classification. Communication is the leading single classification and is a disorder frequently applied to students who are ELL or have simply not received quality instruction. Looking at rates of communication classification at various schools could present opportunities to reclassify students or move them into general education classrooms, identifying 10% of communication classifications as misidentified cases could save $500-700K", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:15.492+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "203efdcb-4099-46c5-8bc4-161e226641fd", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.25, "x": 0.02, "y": 0.96 }, "kind": "other", "text": "Source: BPS Office of Special Education", "attrs": null, "canon": { "kind": { "name": "Other", "slug": "other", "status": "active", "canonId": "019de52c-fa90-743c-8bf6-20d1fbe82b6d", "version": 1, "description": "Fallback when no canonical kind applies." }, "tool": null, "subkind": null, "framework": null }, "subkind": "source-note", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:15.492+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "eb9d961b-5722-4be4-902e-437e863b816f", "parentComponentId": null }, { "bbox": { "h": 0.08, "w": 0.85, "x": 0.02, "y": 0.03 }, "kind": "title", "text": "Communication is the leading single category of classification, a frequently misused diagnosis and an opportunity for further study", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:15.492+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "49fec432-96a2-4c8d-bbb0-aa2313d11003", "parentComponentId": null } ], "metrics": [], "tools": [ { "tool": { "name": "List presentation", "slug": "list-presentation", "status": "active", "bestFor": null, "canonId": "019dd9e1-4ef7-777d-ba68-9074c2b3bcf1", "version": 1, "bodyDocId": null, "description": "Bulleted, numbered, or checklist enumerations.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "4d3a0df1-7205-4409-afa7-201a9b415ee2", "evidence": "list/bullet: BPS' distribution is mostly aligned with the state, with some potential opportunity in Intellectual classification.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.8, "extraction": { "at": "2026-07-17 02:11:27.430996+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 140, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null } ], "frameworks": [], "arcBeats": [], "loops": [], "locked": true }, { "page": 141, "type": "tension", "title": "The slide uses a structured table to contrast current staffing inefficiencies with potential strategic shifts.", "function": "frame_problem", "rawType": "problem_statement", "block": null, "metadata": { "slideType": "problem_statement", "slideTypeCanon": { "name": "Problem statement", "slug": "problem_statement", "status": "active", "canonId": "019de52d-0879-768d-bba8-8da8a5a121d4", "version": 1, "description": null }, "function": "frame_problem", "functionCanon": { "name": "Frame problem", "slug": "frame_problem", "status": "active", "canonId": "019de52d-13db-753e-ad70-e9b2d0dab398", "version": 1, "description": null }, "density": "balanced", "densityScore": 38, "componentCount": 3, "textChars": 347, "nDataPoints": 6, "notes": "The slide uses a structured table to contrast current staffing inefficiencies with potential strategic shifts.", "elementsJson": null, "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "at": "2026-07-16 19:36:15.184+00", "seconds": 2.678, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019f6b8e-e3f2-73cd-ba44-d930e8bf3977/141", "deck": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977", "deckAnchor": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977#slide-141", "deckJson": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977.json" }, "components": [ { "bbox": { "h": 0.03, "w": 0.4, "x": 0.02, "y": 0.92 }, "kind": "other", "text": "1 \"Something has to change: Rethinking Special Education,\" Levenson, 2011", "attrs": null, "canon": { "kind": { "name": "Other", "slug": "other", "status": "active", "canonId": "019de52c-fa90-743c-8bf6-20d1fbe82b6d", "version": 1, "description": "Fallback when no canonical kind applies." }, "tool": null, "subkind": null, "framework": null }, "subkind": "source-note", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:15.184+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "da00d1a7-c3ad-4935-857a-da708f96c809", "parentComponentId": null }, { "bbox": { "h": 0.75, "w": 0.96, "x": 0.02, "y": 0.16 }, "kind": "table", "text": "Area of opportunity, Description, Potential opportunity. Paraprofessionals, Resource room teachers, Related services, Staff to avg. daily attendance.", "attrs": null, "canon": { "kind": { "name": "Table", "slug": "table", "status": "active", "canonId": "019de52c-f9c8-7148-8119-eaac9594cd28", "version": 1, "description": "Tabular data layout." }, "tool": null, "subkind": { "name": "Data table", "slug": "data", "status": "active", "canonId": "019de52d-02d5-75b8-8abf-88e92bf63569", "version": 1, "description": null }, "framework": null }, "subkind": "data", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:15.184+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "d808538f-3220-4315-a7af-9e9e39e1bae1", "parentComponentId": null }, { "bbox": { "h": 0.1, "w": 0.85, "x": 0.02, "y": 0.03 }, "kind": "title", "text": "BPS policies around special education staffing are aligned with higher costs and not the most effective outcomes for students", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:15.184+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "ff70de89-a944-4c2a-9d06-1f7f66adf125", "parentComponentId": null } ], "metrics": [], "tools": [ { "tool": { "name": "Table data", "slug": "table-data", "status": "active", "bestFor": null, "canonId": "019dd9e1-4fab-7168-a82f-b847350a006d", "version": 1, "bodyDocId": null, "description": "Tabular layouts of structured data.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "f6bc8011-25f2-445b-8273-a50acfc77ac3", "evidence": "table/data: Area of opportunity, Description, Potential opportunity.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.8, "extraction": { "at": "2026-07-17 02:11:27.505334+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 141, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null } ], "frameworks": [ { "matchId": "db6b22a2-e934-43e7-9fff-d681737ee852", "evidence": "The slide identifies specific areas to reduce costs through outsourcing and staffing changes.", "framework": null, "confidence": 0.9, "extraction": { "at": "2026-07-16 19:36:15.184+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 141, "frameworkName": "cost-cutting" } ], "arcBeats": [], "loops": [], "locked": true }, { "page": 142, "type": "appendix", "title": "The slide uses a structured table format to present policy-based cost-saving and service-improvement opportunities.", "function": "present_solution", "rawType": "other", "block": null, "metadata": { "slideType": "other", "slideTypeCanon": { "name": "Other (fallback)", "slug": "other", "status": "active", "canonId": "019de52d-0af5-71ed-83de-d51ae245fc43", "version": 1, "description": null }, "function": "present_solution", "functionCanon": { "name": "Present solution", "slug": "present_solution", "status": "active", "canonId": "019de52d-15b8-71da-bd23-2b767850cbce", "version": 1, "description": null }, "density": "balanced", "densityScore": 33, "componentCount": 3, "textChars": 278, "nDataPoints": 2, "notes": "The slide uses a structured table format to present policy-based cost-saving and service-improvement opportunities.", "elementsJson": null, "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "at": "2026-07-16 19:36:15.406+00", "seconds": 2.822, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019f6b8e-e3f2-73cd-ba44-d930e8bf3977/142", "deck": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977", "deckAnchor": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977#slide-142", "deckJson": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977.json" }, "components": [ { "bbox": { "h": 0.7, "w": 0.9, "x": 0.05, "y": 0.18 }, "kind": "table", "text": "Area of opportunity: Clerks, SPED Coordinators, SPED zone alignment, Bus attendants. Descriptions provided for each.", "attrs": null, "canon": { "kind": { "name": "Table", "slug": "table", "status": "active", "canonId": "019de52c-f9c8-7148-8119-eaac9594cd28", "version": 1, "description": "Tabular data layout." }, "tool": null, "subkind": { "name": "Data table", "slug": "data", "status": "active", "canonId": "019de52d-02d5-75b8-8abf-88e92bf63569", "version": 1, "description": null }, "framework": null }, "subkind": "data", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:15.406+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "9b295d67-8451-4fce-a32e-27bdfdb8d74d", "parentComponentId": null }, { "bbox": { "h": 0.08, "w": 0.85, "x": 0.05, "y": 0.09 }, "kind": "title", "text": "BPS has additional opportunities outside the classroom around policy and contract negotiations to improve SPED services while also lowering costs", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Action title", "slug": "action-title", "status": "active", "canonId": "019de52c-fb31-734c-a0f5-a3935b73135d", "version": 1, "description": null }, "framework": null }, "subkind": "action-title", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:15.406+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "01534cc2-b7e2-4e60-adf9-6badfe1e5b78", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.2, "x": 0.05, "y": 0.05 }, "kind": "title", "text": "SPECIAL EDUCATION", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:15.406+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "2ce651ab-a3ae-4981-8481-91001879f2d5", "parentComponentId": null } ], "metrics": [], "tools": [ { "tool": { "name": "Action Titles", "slug": "action-titles", "status": "active", "bestFor": "Any decision-grade deliverable — strategy recommendation, board update, investment memo, M&A review, post-mortem — where the reader is being asked to agree, decide, or act and will skim the title bar at speed.", "canonId": "019dd956-ac70-700b-a608-ba58e78f5dcc", "version": 1, "bodyDocId": "816dad3c-9983-41c1-a86e-978ebd582841", "description": "The McKinsey-bred discipline of writing every slide title as a complete declarative sentence with a verb and an insight, not a topic label. Each title is a sub-claim that ladders up to the deck's governing thought; read in sequence, the titles reconstruct the executive summary.", "familyLabel": null, "categoryName": "Slide", "categorySlug": "slide" }, "agent": "Architect", "layer": "slide", "agents": [ "Architect" ], "matchId": "b5b0a86f-a6c9-44a7-b25b-4fedf80c0638", "evidence": "title/action-title: BPS has additional opportunities outside the classroom around policy and contract negotiations to improve SPED services while also lowering costs", "pageRefs": null, "priority": "Core", "whenToUse": "Any decision-grade deliverable — strategy recommendation, board update, investment memo, M&A review, post-mortem — where the reader is being asked to agree, decide, or act and will skim the title bar at speed.", "confidence": 0.8, "extraction": { "at": "2026-07-17 02:11:27.585033+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 142, "whyItWorks": "Solves two failure modes at once. (1) The buried claim: action titles place the conclusion on the page before any analysis is read, so a busy reader doesn't reverse-engineer it from the chart. (2) The spineless deck: because each title is a claim, slides have to ladder up to the governing thought; logical gaps become visible as topic-shaped titles in a sequence that no longer reads as a story.", "antipattern": "Topic labels disguised as titles — Volume by quarter, Key findings, Pricing strategy, Margins have been impacted. No verb, or a passive verb with no agent, or a fact (Revenue grew 12%) without the so-what. Also: titles that overreach the chart's evidence, multi-claim X-grew-but-Y-fell welded titles, and mechanical repetition of the same X-drove-Y template across the deck.", "cardinality": null, "narrativePurpose": "Forces the deck to carry its argument in the title bar so a senior reader can extract the recommendation without opening a single slide; converts a binder of topics into a navigable pyramid where every slide is a node defending the apex." }, { "tool": { "name": "Table data", "slug": "table-data", "status": "active", "bestFor": null, "canonId": "019dd9e1-4fab-7168-a82f-b847350a006d", "version": 1, "bodyDocId": null, "description": "Tabular layouts of structured data.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "4f9bb3b9-7af4-40ac-99dd-41a4cdbbd900", "evidence": "table/data: Area of opportunity: Clerks, SPED Coordinators, SPED zone alignment, Bus attendants.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.8, "extraction": { "at": "2026-07-17 02:11:27.622419+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 142, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null } ], "frameworks": [], "arcBeats": [], "loops": [], "locked": true }, { "page": 143, "type": "setup", "function": "front_matter", "rawType": "table_of_contents", "block": null, "metadata": { "slideType": "table_of_contents", "slideTypeCanon": { "name": "Table of contents", "slug": "table_of_contents", "status": "active", "canonId": "019de52d-0643-721b-9b85-69676bb85cf8", "version": 1, "description": null }, "function": "front_matter", "functionCanon": { "name": "Front matter", "slug": "front_matter", "status": "active", "canonId": "019de52d-133d-73f0-9e26-201eda96b098", "version": 1, "description": null }, "density": "balanced", "densityScore": 27, "componentCount": 2, "textChars": 307, "nDataPoints": 1, "notes": null, "elementsJson": null, "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "at": "2026-07-16 19:36:14.626+00", "seconds": 2.027, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019f6b8e-e3f2-73cd-ba44-d930e8bf3977/143", "deck": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977", "deckAnchor": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977#slide-143", "deckJson": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977.json" }, "components": [ { "bbox": { "h": 0.85, "w": 0.28, "x": 0.358, "y": 0.042 }, "kind": "list", "text": "Executive summary\nSystem overview\nPhase I: Scan of 25 RFP areas\nPhase II: Area deep dives\nDistrict overextension\nSpecial education\nClassroom based drivers\nTransportation\nPrivate placement\nInclusion view\nOrganizational effectiveness\nOther operational areas\nPhase III: Capturing opportunities\nAppendix", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:14.626+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "0e9d0317-c12c-4956-917c-5c78870e8edd", "parentComponentId": null }, { "bbox": { "h": 0.04, "w": 0.12, "x": 0.12, "y": 0.04 }, "kind": "title", "text": "Contents", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:14.626+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "20b505cb-9d31-49e9-9fc5-fdb044ff98d6", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [], "arcBeats": [], "loops": [], "locked": true }, { "page": 144, "type": "resolution", "title": "The chart shows a clear outlier distribution, with some schools having very high percentages of students requiring specialized transport.", "function": "analyze_data", "rawType": "key_takeaways", "block": null, "metadata": { "slideType": "key_takeaways", "slideTypeCanon": { "name": "Key takeaways", "slug": "key_takeaways", "status": "active", "canonId": "019de52d-06e7-7674-a891-9f7de3b11b6d", "version": 1, "description": null }, "function": "analyze_data", "functionCanon": { "name": "Analyze data", "slug": "analyze_data", "status": "active", "canonId": "019de52d-1590-7413-8c82-cc218cff40b4", "version": 1, "description": null }, "density": "dense", "densityScore": 70, "componentCount": 5, "textChars": 667, "nDataPoints": 80, "notes": "The chart shows a clear outlier distribution, with some schools having very high percentages of students requiring specialized transport.", "elementsJson": null, "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "at": "2026-07-16 19:36:16.345+00", "seconds": 3.423, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019f6b8e-e3f2-73cd-ba44-d930e8bf3977/144", "deck": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977", "deckAnchor": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977#slide-144", "deckJson": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977.json" }, "components": [ { "bbox": { "h": 0.45, "w": 0.25, "x": 0.72, "y": 0.32 }, "kind": "callout", "text": "While some schools have concentrated programs where busing is likely a part of all IEPs, the distribution in variation by school points to opportunities to revisit IEPs for needs. Investigation and training at these schools could move schools into alignment with the district. At an average of $1,500 a student for transportation, students receiving door-to-door transportation represent $4.5M annually", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": null, "subkind": { "name": "Primary callout", "slug": "primary", "status": "active", "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d", "version": 1, "description": null }, "framework": null }, "subkind": "primary", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:16.345+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "149faa8d-9474-47ae-9315-40b33d04a8f4", "parentComponentId": null }, { "bbox": { "h": 0.72, "w": 0.65, "x": 0.02, "y": 0.18 }, "kind": "chart", "text": "% of SPED students receiving “door-to-door” transportation as part of IEP, by school", "attrs": null, "canon": { "kind": { "name": "Chart", "slug": "chart", "status": "active", "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8", "version": 1, "description": "Quantitative chart." }, "tool": null, "subkind": { "name": "Horizontal bar chart", "slug": "bar-horizontal", "status": "active", "canonId": "019de52c-fec4-7221-986b-1cb5f5e84b1f", "version": 1, "description": null }, "framework": null }, "subkind": "bar-horizontal", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:16.345+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "7a719306-3aac-49d6-baab-b14abf8a6c2e", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.2, "x": 0.02, "y": 0.95 }, "kind": "other", "text": "Source: BPS transportation data", "attrs": null, "canon": { "kind": { "name": "Other", "slug": "other", "status": "active", "canonId": "019de52c-fa90-743c-8bf6-20d1fbe82b6d", "version": 1, "description": "Fallback when no canonical kind applies." }, "tool": null, "subkind": null, "framework": null }, "subkind": "source-note", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:16.345+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "5eefc1bd-e789-48ab-afc4-f6a189016ff9", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.2, "x": 0.02, "y": 0.14 }, "kind": "subtitle", "text": "IEP's with transportation", "attrs": null, "canon": { "kind": { "name": "Subtitle", "slug": "subtitle", "status": "active", "canonId": "82d821ee-2793-42e7-8f16-c6131385a3ce", "version": 1, "description": "Header-zone supporting text near the title (= ex body.description with bbox)." }, "tool": null, "subkind": null, "framework": null }, "subkind": "subtitle", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:16.345+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "77156a0d-9cd8-4dae-a741-13f880740bd9", "parentComponentId": null }, { "bbox": { "h": 0.08, "w": 0.85, "x": 0.02, "y": 0.03 }, "kind": "title", "text": "A third of district IEPs require “door-to-door” transport, but wide variations by school identify schools to research further", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:16.345+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "95df8f2a-3a90-4866-8bdc-7dd1efcfd081", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [], "arcBeats": [], "loops": [], "locked": true }, { "page": 145, "type": "tension", "title": "The slide highlights inefficiencies in bus routing and provides context on student transportation logistics.", "function": "analyze_data", "rawType": "problem_statement", "block": null, "metadata": { "slideType": "problem_statement", "slideTypeCanon": { "name": "Problem statement", "slug": "problem_statement", "status": "active", "canonId": "019de52d-0879-768d-bba8-8da8a5a121d4", "version": 1, "description": null }, "function": "analyze_data", "functionCanon": { "name": "Analyze data", "slug": "analyze_data", "status": "active", "canonId": "019de52d-1590-7413-8c82-cc218cff40b4", "version": 1, "description": null }, "density": "dense", "densityScore": 56, "componentCount": 4, "textChars": 546, "nDataPoints": 8, "notes": "The slide highlights inefficiencies in bus routing and provides context on student transportation logistics.", "elementsJson": null, "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "at": "2026-07-16 19:36:15.75+00", "seconds": 2.63, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019f6b8e-e3f2-73cd-ba44-d930e8bf3977/145", "deck": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977", "deckAnchor": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977#slide-145", "deckJson": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977.json" }, "components": [ { "bbox": { "h": 0.75, "w": 0.45, "x": 0.1, "y": 0.15 }, "kind": "chart", "text": "BPS bus routes and students riding buses comparison", "attrs": null, "canon": { "kind": { "name": "Chart", "slug": "chart", "status": "active", "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8", "version": 1, "description": "Quantitative chart." }, "tool": null, "subkind": { "name": "Stacked bar chart", "slug": "bar-stacked", "status": "active", "canonId": "019de52c-feec-74bf-9028-15b74f84f0a7", "version": 1, "description": null }, "framework": null }, "subkind": "bar-stacked", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:15.75+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "7e9c3947-df51-4c73-beba-85877cabd3a2", "parentComponentId": null }, { "bbox": { "h": 0.7, "w": 0.38, "x": 0.58, "y": 0.18 }, "kind": "list", "text": "20% of BPS' routes have fewer than 5 students and those routes collectively transport 3% of the students BPS transports. The average student receiving transportation has 0.16 mile walk to their bus stop. 59% of students are classified as bus stop riders and have a walk of less than a quarter mile. 59% of the transportation budget is $67M.", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:15.75+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "dc622b27-57ad-4d3a-a6df-645e826c8992", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.1, "x": 0.02, "y": 0.96 }, "kind": "other", "text": "Source: BPS data", "attrs": null, "canon": { "kind": { "name": "Other", "slug": "other", "status": "active", "canonId": "019de52c-fa90-743c-8bf6-20d1fbe82b6d", "version": 1, "description": "Fallback when no canonical kind applies." }, "tool": null, "subkind": null, "framework": null }, "subkind": "source-note", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:15.75+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "8bbb71f3-6045-40c2-a013-563c6042cd0f", "parentComponentId": null }, { "bbox": { "h": 0.08, "w": 0.95, "x": 0.02, "y": 0.03 }, "kind": "title", "text": "20% of BPS bus routes transport 3% of its student population, while ~60% of students are walking to bus stops less than a quarter mile away", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:15.75+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "2683957f-de17-4713-974a-7174dfa9f158", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [], "arcBeats": [], "loops": [], "locked": true }, { "page": 146, "type": "resolution", "title": "The slide uses a dual bar chart comparison to highlight inefficiency in student transportation for special education.", "function": "analyze_data", "rawType": "key_takeaways", "block": null, "metadata": { "slideType": "key_takeaways", "slideTypeCanon": { "name": "Key takeaways", "slug": "key_takeaways", "status": "active", "canonId": "019de52d-06e7-7674-a891-9f7de3b11b6d", "version": 1, "description": null }, "function": "analyze_data", "functionCanon": { "name": "Analyze data", "slug": "analyze_data", "status": "active", "canonId": "019de52d-1590-7413-8c82-cc218cff40b4", "version": 1, "description": null }, "density": "dense", "densityScore": 52, "componentCount": 4, "textChars": 440, "nDataPoints": 6, "notes": "The slide uses a dual bar chart comparison to highlight inefficiency in student transportation for special education.", "elementsJson": null, "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "at": "2026-07-16 19:36:16.515+00", "seconds": 3.316, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019f6b8e-e3f2-73cd-ba44-d930e8bf3977/146", "deck": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977", "deckAnchor": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977#slide-146", "deckJson": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977.json" }, "components": [ { "bbox": { "h": 0.75, "w": 0.45, "x": 0.09, "y": 0.12 }, "kind": "chart", "text": "BPS private SPED bus routes and students riding buses", "attrs": null, "canon": { "kind": { "name": "Chart", "slug": "chart", "status": "active", "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8", "version": 1, "description": "Quantitative chart." }, "tool": null, "subkind": { "name": "Stacked bar chart", "slug": "bar-stacked", "status": "active", "canonId": "019de52c-feec-74bf-9028-15b74f84f0a7", "version": 1, "description": null }, "framework": null }, "subkind": "bar-stacked", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:16.515+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "9b4dd840-1dd9-459a-b55b-a5ffbd8677ce", "parentComponentId": null }, { "bbox": { "h": 0.5, "w": 0.38, "x": 0.57, "y": 0.25 }, "kind": "list", "text": "78 routes, or 96% of BPS' private SPED routes have fewer than 5 students and those routes collectively transport 140 students. There are a number of private placements with poor reputations, an effort to concentrate private placements in quality programs could improve student services and limit costs", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:16.515+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "9b3ff4bb-f41d-45ab-9868-c92590f0bc40", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.1, "x": 0.01, "y": 0.96 }, "kind": "other", "text": "Source: BPS data", "attrs": null, "canon": { "kind": { "name": "Other", "slug": "other", "status": "active", "canonId": "019de52c-fa90-743c-8bf6-20d1fbe82b6d", "version": 1, "description": "Fallback when no canonical kind applies." }, "tool": null, "subkind": null, "framework": null }, "subkind": "source-note", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:16.515+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "7581303d-cbf0-4507-9832-576208f6ab49", "parentComponentId": null }, { "bbox": { "h": 0.08, "w": 0.7, "x": 0.01, "y": 0.03 }, "kind": "title", "text": "78 of the 81 SPED private placement routes carry fewer than 5 students", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:16.515+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "34238047-04b1-49d9-92d2-9425455a9a27", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [], "arcBeats": [], "loops": [], "locked": true }, { "page": 147, "type": "setup", "function": "front_matter", "rawType": "table_of_contents", "block": null, "metadata": { "slideType": "table_of_contents", "slideTypeCanon": { "name": "Table of contents", "slug": "table_of_contents", "status": "active", "canonId": "019de52d-0643-721b-9b85-69676bb85cf8", "version": 1, "description": null }, "function": "front_matter", "functionCanon": { "name": "Front matter", "slug": "front_matter", "status": "active", "canonId": "019de52d-133d-73f0-9e26-201eda96b098", "version": 1, "description": null }, "density": "sparse", "densityScore": 22, "componentCount": 2, "textChars": 307, "nDataPoints": 0, "notes": null, "elementsJson": null, "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "at": "2026-07-16 19:36:15.66+00", "seconds": 2.312, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019f6b8e-e3f2-73cd-ba44-d930e8bf3977/147", "deck": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977", "deckAnchor": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977#slide-147", "deckJson": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977.json" }, "components": [ { "bbox": { "h": 0.85, "w": 0.28, "x": 0.358, "y": 0.042 }, "kind": "list", "text": "Executive summary\nSystem overview\nPhase I: Scan of 25 RFP areas\nPhase II: Area deep dives\nDistrict overextension\nSpecial education\nClassroom based drivers\nTransportation\nPrivate placement\nInclusion view\nOrganizational effectiveness\nOther operational areas\nPhase III: Capturing opportunities\nAppendix", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:15.66+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "c9704429-75bb-451a-ac90-0e3f67640653", "parentComponentId": null }, { "bbox": { "h": 0.04, "w": 0.1, "x": 0.12, "y": 0.04 }, "kind": "title", "text": "Contents", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:15.66+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "6b610812-70a6-47b2-8853-f566532f9796", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [], "arcBeats": [], "loops": [], "locked": true }, { "page": 148, "type": "analysis", "title": "The chart is a long-tail bar chart showing tuition spend per site.", "function": "analyze_data", "rawType": "market_sizing", "block": null, "metadata": { "slideType": "market_sizing", "slideTypeCanon": { "name": "Market sizing", "slug": "market_sizing", "status": "active", "canonId": "019de52d-08c8-756c-8664-733b73a7ee7b", "version": 1, "description": null }, "function": "analyze_data", "functionCanon": { "name": "Analyze data", "slug": "analyze_data", "status": "active", "canonId": "019de52d-1590-7413-8c82-cc218cff40b4", "version": 1, "description": null }, "density": "dense", "densityScore": 66, "componentCount": 5, "textChars": 624, "nDataPoints": 6, "notes": "The chart is a long-tail bar chart showing tuition spend per site.", "elementsJson": null, "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "at": "2026-07-16 19:36:16.288+00", "seconds": 2.839, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019f6b8e-e3f2-73cd-ba44-d930e8bf3977/148", "deck": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977", "deckAnchor": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977#slide-148", "deckJson": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977.json" }, "components": [ { "bbox": { "h": 0.65, "w": 0.55, "x": 0.05, "y": 0.2 }, "kind": "chart", "text": null, "attrs": null, "canon": { "kind": { "name": "Chart", "slug": "chart", "status": "active", "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8", "version": 1, "description": "Quantitative chart." }, "tool": null, "subkind": { "name": "Horizontal bar chart", "slug": "bar-horizontal", "status": "active", "canonId": "019de52c-fec4-7221-986b-1cb5f5e84b1f", "version": 1, "description": null }, "framework": null }, "subkind": "bar-horizontal", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:16.288+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "e47e2022-0d36-4de7-aeb3-79bccce3a5f9", "parentComponentId": null }, { "bbox": { "h": 0.5, "w": 0.3, "x": 0.65, "y": 0.25 }, "kind": "list", "text": "$37M1 is spent on private placements each year, on 346 students, $107K per student. Private placement spending has a long tail, with 89% of sites accounting for 50% of spending and 64% of students. Many sites require private transportation, a cost of $9M a year, with 78 routes transporting just 140 students. Consolidating students at high quality sites can improve student outcomes and save transportation costs", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:16.288+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "996d7077-ae82-4866-b5cb-89215d012e4b", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.9, "x": 0.05, "y": 0.95 }, "kind": "other", "text": "1 Includes transportation. Source: BPS data", "attrs": null, "canon": { "kind": { "name": "Other", "slug": "other", "status": "active", "canonId": "019de52c-fa90-743c-8bf6-20d1fbe82b6d", "version": 1, "description": "Fallback when no canonical kind applies." }, "tool": null, "subkind": null, "framework": null }, "subkind": "source-note", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:16.288+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "01b6401e-32f4-4f41-9539-cf1b1d8e4505", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.4, "x": 0.05, "y": 0.15 }, "kind": "subtitle", "text": "Private placements: $, millions, spent on tuition at each private placement site", "attrs": null, "canon": { "kind": { "name": "Subtitle", "slug": "subtitle", "status": "active", "canonId": "82d821ee-2793-42e7-8f16-c6131385a3ce", "version": 1, "description": "Header-zone supporting text near the title (= ex body.description with bbox)." }, "tool": null, "subkind": null, "framework": null }, "subkind": "subtitle", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:16.288+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "0b5be4a4-d66b-4f36-81db-474c1322d397", "parentComponentId": null }, { "bbox": { "h": 0.1, "w": 0.6, "x": 0.05, "y": 0.05 }, "kind": "title", "text": "BPS has 93 private placement sites, of which 13 sites account for 50% of tuition dollars", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:16.288+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "995992d2-f9bb-4a6e-b238-3187140ef568", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [ { "matchId": "6941c715-fac1-4e23-834e-3e8e0d9a0c41", "evidence": "The slide explicitly mentions a 'long tail' distribution of spending across sites.", "framework": null, "confidence": 1, "extraction": { "at": "2026-07-16 19:36:16.288+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 148, "frameworkName": "long-tail" } ], "arcBeats": [], "loops": [], "locked": true }, { "page": 149, "type": "resolution", "title": "The slide highlights specific departments (DCF, DYS, DMH) and legal/administrative triggers for student placements.", "function": "analyze_data", "rawType": "key_takeaways", "block": null, "metadata": { "slideType": "key_takeaways", "slideTypeCanon": { "name": "Key takeaways", "slug": "key_takeaways", "status": "active", "canonId": "019de52d-06e7-7674-a891-9f7de3b11b6d", "version": 1, "description": null }, "function": "analyze_data", "functionCanon": { "name": "Analyze data", "slug": "analyze_data", "status": "active", "canonId": "019de52d-1590-7413-8c82-cc218cff40b4", "version": 1, "description": null }, "density": "dense", "densityScore": 73, "componentCount": 6, "textChars": 532, "nDataPoints": 9, "notes": "The slide highlights specific departments (DCF, DYS, DMH) and legal/administrative triggers for student placements.", "elementsJson": null, "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "at": "2026-07-16 19:36:16.417+00", "seconds": 2.924, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019f6b8e-e3f2-73cd-ba44-d930e8bf3977/149", "deck": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977", "deckAnchor": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977#slide-149", "deckJson": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977.json" }, "components": [ { "bbox": { "h": 0.5, "w": 0.25, "x": 0.72, "y": 0.25 }, "kind": "callout", "text": "92% of placements are from DCF placements and court settlements. DCF adds ~$2M annually. Settlements add ~$1.6M. Better coordination with DCF could improve placements for students and limit transportation and needless tuition costs", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": null, "subkind": { "name": "Primary callout", "slug": "primary", "status": "active", "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d", "version": 1, "description": null }, "framework": null }, "subkind": "primary", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:16.417+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "69865b92-8e8e-44ef-a489-07614ca9d94d", "parentComponentId": null }, { "bbox": { "h": 0.06, "w": 0.7, "x": 0.16, "y": 0.83 }, "kind": "callout", "text": "More tactical placements can lessen the intensity of transportation needs", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": null, "subkind": { "name": "Primary callout", "slug": "primary", "status": "active", "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d", "version": 1, "description": null }, "framework": null }, "subkind": "primary", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:16.417+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "79642401-b177-47da-9afa-7a8e8ef363bd", "parentComponentId": null }, { "bbox": { "h": 0.65, "w": 0.65, "x": 0.02, "y": 0.18 }, "kind": "chart", "text": "Private placement triggers, 2013-2015", "attrs": null, "canon": { "kind": { "name": "Chart", "slug": "chart", "status": "active", "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8", "version": 1, "description": "Quantitative chart." }, "tool": null, "subkind": { "name": "Horizontal bar chart", "slug": "bar-horizontal", "status": "active", "canonId": "019de52c-fec4-7221-986b-1cb5f5e84b1f", "version": 1, "description": null }, "framework": null }, "subkind": "bar-horizontal", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:16.417+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "10d8ef9f-c9b0-4cdb-876a-13711a1ec363", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.3, "x": 0.02, "y": 0.96 }, "kind": "other", "text": "Source: BPS Office of Private Placement data", "attrs": null, "canon": { "kind": { "name": "Other", "slug": "other", "status": "active", "canonId": "019de52c-fa90-743c-8bf6-20d1fbe82b6d", "version": 1, "description": "Fallback when no canonical kind applies." }, "tool": null, "subkind": null, "framework": null }, "subkind": "source-note", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:16.417+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "99bfd9e2-3b88-4e86-98e6-fe63dc7b9834", "parentComponentId": null }, { "bbox": { "h": 0.08, "w": 0.9, "x": 0.02, "y": 0.05 }, "kind": "title", "text": "There are a few concentrated areas that are triggering private placement, which present opportunities to adjust or drop placements", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Action title", "slug": "action-title", "status": "active", "canonId": "019de52c-fb31-734c-a0f5-a3935b73135d", "version": 1, "description": null }, "framework": null }, "subkind": "action-title", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:16.417+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "2c1d9b9e-0853-4b70-afce-586d01f5ff2b", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.15, "x": 0.02, "y": 0.02 }, "kind": "title", "text": "SPECIAL EDUCATION", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:16.417+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "d30c07ff-3f56-4477-80c8-c43a6b937b8b", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [], "arcBeats": [], "loops": [], "locked": true }, { "page": 150, "type": "setup", "function": "front_matter", "rawType": "table_of_contents", "block": null, "metadata": { "slideType": "table_of_contents", "slideTypeCanon": { "name": "Table of contents", "slug": "table_of_contents", "status": "active", "canonId": "019de52d-0643-721b-9b85-69676bb85cf8", "version": 1, "description": null }, "function": "front_matter", "functionCanon": { "name": "Front matter", "slug": "front_matter", "status": "active", "canonId": "019de52d-133d-73f0-9e26-201eda96b098", "version": 1, "description": null }, "density": "balanced", "densityScore": 27, "componentCount": 2, "textChars": 307, "nDataPoints": 1, "notes": null, "elementsJson": null, "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "at": "2026-07-16 19:36:15.811+00", "seconds": 1.91, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019f6b8e-e3f2-73cd-ba44-d930e8bf3977/150", "deck": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977", "deckAnchor": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977#slide-150", "deckJson": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977.json" }, "components": [ { "bbox": { "h": 0.85, "w": 0.32, "x": 0.358, "y": 0.044 }, "kind": "list", "text": "Executive summary\nSystem overview\nPhase I: Scan of 25 RFP areas\nPhase II: Area deep dives\nDistrict overextension\nSpecial education\nClassroom based drivers\nTransportation\nPrivate placement\nInclusion view\nOrganizational effectiveness\nOther operational areas\nPhase III: Capturing opportunities\nAppendix", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:15.811+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "bb740def-d4a5-4009-a1ef-1ea1c089ef71", "parentComponentId": null }, { "bbox": { "h": 0.04, "w": 0.12, "x": 0.12, "y": 0.04 }, "kind": "title", "text": "Contents", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:15.811+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "613dab99-0f4f-49be-93e0-0436d9d2941b", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [], "arcBeats": [], "loops": [], "locked": true }, { "page": 151, "type": "setup", "title": "The slide uses a two-column layout to contrast the research-based benefits of inclusion with the operational plan for implementation.", "function": "present_solution", "rawType": "key_messages", "block": null, "metadata": { "slideType": "key_messages", "slideTypeCanon": { "name": "Key messages", "slug": "key_messages", "status": "active", "canonId": "019de52d-0712-703f-89f5-bda6688faf3f", "version": 1, "description": null }, "function": "present_solution", "functionCanon": { "name": "Present solution", "slug": "present_solution", "status": "active", "canonId": "019de52d-15b8-71da-bd23-2b767850cbce", "version": 1, "description": null }, "density": "overcrowded", "densityScore": 91, "componentCount": 9, "textChars": 1339, "nDataPoints": 4, "notes": "The slide uses a two-column layout to contrast the research-based benefits of inclusion with the operational plan for implementation.", "elementsJson": null, "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "at": "2026-07-16 19:36:17.895+00", "seconds": 3.577, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019f6b8e-e3f2-73cd-ba44-d930e8bf3977/151", "deck": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977", "deckAnchor": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977#slide-151", "deckJson": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977.json" }, "components": [ { "bbox": { "h": 0.25, "w": 0.47, "x": 0.51, "y": 0.5 }, "kind": "list", "text": "The BPS plan is to create more inclusion classrooms at the K-1 and K-2 levels, to grow inclusion from the bottom, while moving K-5 classrooms into inclusion a network at a time, at the rate of two networks a year, over five years, phasing in fully over twelve years", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:17.895+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "3b1d0afb-a055-495a-8a5f-5d004d8209b5", "parentComponentId": null }, { "bbox": { "h": 0.12, "w": 0.47, "x": 0.02, "y": 0.5 }, "kind": "list", "text": "A 2013 BPS study found that general education students in inclusion classrooms performed 1.5x better on ELA MCAS and 1.6x better on Math MCAS2", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:17.895+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "7dbd80c7-3715-4c1d-b848-af513dfe89c7", "parentComponentId": null }, { "bbox": { "h": 0.08, "w": 0.47, "x": 0.02, "y": 0.63 }, "kind": "list", "text": "BPS had just 57% of SWD in inclusion classrooms in 2013", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:17.895+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "c13c78dc-adb5-4270-a8fd-13d53c97b7c3", "parentComponentId": null }, { "bbox": { "h": 0.22, "w": 0.47, "x": 0.02, "y": 0.27 }, "kind": "list", "text": "A 2014 state of Massachusetts report found that across the state, “students with disabilities who had full inclusion placements appeared to outperform similar students who were not included to the same extent in general education classrooms with their non-disabled peers.”1", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:17.895+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "c4f85068-bbfa-4971-b7a5-223455640ba5", "parentComponentId": null }, { "bbox": { "h": 0.08, "w": 0.47, "x": 0.51, "y": 0.18 }, "kind": "list", "text": "BPS will move to full inclusion as a district by 2019", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:17.895+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "cdf8955e-6f4b-4744-845e-d72080963c64", "parentComponentId": null }, { "bbox": { "h": 0.08, "w": 0.47, "x": 0.02, "y": 0.18 }, "kind": "list", "text": "Inclusion is good for both special education and general education students", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:17.895+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "e09309d0-8f3a-4432-8390-04062edfc256", "parentComponentId": null }, { "bbox": { "h": 0.22, "w": 0.47, "x": 0.51, "y": 0.27 }, "kind": "list", "text": "BPS aspires to move up to 80% of SWD into inclusion classrooms, leaving just those with disabilities that make inclusion inappropriate in substantially separate classrooms, movement of roughly 2,500 students", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:17.895+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "f195e053-b0e9-47d3-ad61-af30e1c8f037", "parentComponentId": null }, { "bbox": { "h": 0.06, "w": 0.65, "x": 0.02, "y": 0.88 }, "kind": "source-note", "text": "1 Review of Special Education in the Commonwealth of Massachusetts: A Synthesis Report,\" August 2014\n2 OESESS City Council presentation, June 2014", "attrs": null, "canon": { "kind": { "name": "Source note", "slug": "source-note", "status": "active", "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948", "version": 1, "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": "source-note", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:17.895+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "952b5781-de70-421d-99d7-3987e51fad4a", "parentComponentId": null }, { "bbox": { "h": 0.12, "w": 0.85, "x": 0.02, "y": 0.04 }, "kind": "title", "text": "BPS is moving to special education inclusion, a strong research-based decision that will benefit students with disabilities", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:17.895+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "fcc99327-651c-4df9-bd3a-577d2498fe37", "parentComponentId": null } ], "metrics": [], "tools": [ { "tool": { "name": "Audience Definition", "slug": "audience-definition", "status": "active", "bestFor": null, "canonId": "019dd956-7f2a-775d-aeee-ff099bcb7756", "version": 1, "bodyDocId": null, "description": "Six key questions: Who are they? What do they know? What do they believe? What do they care about? What do they fear? What decisions can they make?", "familyLabel": null, "categoryName": "Block", "categorySlug": "block" }, "agent": "Storyteller", "layer": "slide", "agents": [ "Storyteller" ], "matchId": "6284a395-e465-4a2d-b5f9-e6bb2f4a6607", "evidence": "BPS aspires to move up to 80% of SWD into inclusion classrooms, leaving just those with disabilities that make inclusion inappropriate in substantially separate classrooms, movement of roughly 2,500 students", "pageRefs": null, "priority": "Core", "whenToUse": null, "confidence": 0.7, "extraction": { "at": "2026-07-17 02:11:43.505182+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 151, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "tool": { "name": "Pyramid Principle", "slug": "pyramid-principle", "status": "active", "bestFor": "When the document has a single governing decision or recommendation the reader is asked to accept, and the case can be decomposed into a small number of clean groups. Strategy decks, board memos, investment committee papers.", "canonId": "019dd956-7cbd-7219-a477-c871e2bc1aff", "version": 1, "bodyDocId": "88b6ac56-b880-46f9-8621-ef3491ab6235", "description": "Lead with the answer; group three to five MECE supports beneath it; recurse one level down. Top-down hierarchical structure for any document with a single recommendation.", "familyLabel": null, "categoryName": "Block", "categorySlug": "block" }, "agent": "Architect", "layer": "slide", "agents": [ "Architect" ], "matchId": "512e8668-e449-41ee-9d0a-e4e965874e5b", "evidence": "list/bullet: A 2014 state of Massachusetts report found that across the state, “students with disabilities who had full inclusion placements appeared to outperform similar students who were not included to the same exten", "pageRefs": null, "priority": "Core", "whenToUse": "When the document has a single governing decision or recommendation the reader is asked to accept, and the case can be decomposed into a small number of clean groups. Strategy decks, board memos, investment committee papers.", "confidence": 0.5, "extraction": { "at": "2026-07-17 02:11:43.540553+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 151, "whyItWorks": "Solves the two failure modes of expert communication at once: (1) the long climb where readers wait pages for the answer, and (2) logical mush from non-MECE groupings. Progressive disclosure lets a reader stop at any depth and get the right information.", "antipattern": "Chronological structure (\"what we did, what we found, what we conclude\") instead of logical hierarchy. Top-of-pyramid that is a topic (\"strategic options\") instead of an answer (\"pursue Option B because...\"). Non-MECE supports that overlap or fail to cover the universe.", "cardinality": null, "narrativePurpose": "Transfer conviction with minimum reader effort by mirroring how decision-makers consume information: answer first, scaffolding behind." } ], "frameworks": [], "arcBeats": [], "loops": [], "locked": true }, { "page": 152, "type": "setup", "title": "Includes a disclaimer box regarding the accuracy of the cost/benefit analysis.", "function": "summarize", "rawType": "key_messages", "block": null, "metadata": { "slideType": "key_messages", "slideTypeCanon": { "name": "Key messages", "slug": "key_messages", "status": "active", "canonId": "019de52d-0712-703f-89f5-bda6688faf3f", "version": 1, "description": null }, "function": "summarize", "functionCanon": { "name": "Summarize", "slug": "summarize", "status": "active", "canonId": "019de52d-1541-704f-b86f-bf7b75056373", "version": 1, "description": null }, "density": "dense", "densityScore": 53, "componentCount": 3, "textChars": 1156, "nDataPoints": 2, "notes": "Includes a disclaimer box regarding the accuracy of the cost/benefit analysis.", "elementsJson": null, "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "at": "2026-07-16 19:36:18.444+00", "seconds": 3.889, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019f6b8e-e3f2-73cd-ba44-d930e8bf3977/152", "deck": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977", "deckAnchor": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977#slide-152", "deckJson": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977.json" }, "components": [ { "bbox": { "h": 0.25, "w": 0.8, "x": 0.1, "y": 0.65 }, "kind": "callout", "text": "A note on this section: The Office of Special Education built costs for SY15-16, but has not done long-term cost / benefit analyses. This section is an early approximation of the adoption of inclusion, performed with broad estimates from the Office of Special Education and other experts and represents only a rough estimation of outcomes", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": null, "subkind": { "name": "Primary callout", "slug": "primary", "status": "active", "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d", "version": 1, "description": null }, "framework": null }, "subkind": "primary", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:18.444+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "461a6df3-07e6-4bdd-8aab-b915383bdbd8", "parentComponentId": null }, { "bbox": { "h": 0.45, "w": 0.9, "x": 0.05, "y": 0.15 }, "kind": "list", "text": "The move towards inclusion at BPS is underway in the current school year. A phasing-in of inclusion by BPS network (e.g., A-G) begins next year with Network A, with two more networks every year for the following three years. Each phase-in begins at K0 and grows in network every year, over 8 years, until the network has full, K-8 inclusion; high schools will be phased in on a different timetable that is still in the planning stages. Costs outlays in the initial years will be substantial, with substantial savings coming in the out years that will offset and eventually pay for the entire roll-out by the end of the roll-out. Savings will only be captured with aggressive adherence to inclusion model, which involves closing down sub / separate classrooms.", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:18.444+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "733fc43b-bdf5-4722-8b8f-218c4244c84e", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.75, "x": 0.05, "y": 0.05 }, "kind": "title", "text": "The move to full inclusion is being phased in over 12 years", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:18.444+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "26217d19-d41d-4ebb-a9f8-858b162ed1d1", "parentComponentId": null } ], "metrics": [], "tools": [ { "tool": { "name": "Before-After-Bridge", "slug": "before-after-bridge", "status": "active", "bestFor": null, "canonId": "019dd956-8604-7188-883f-42370288ad05", "version": 1, "bodyDocId": null, "description": "Narrative structure: Paint the before, show the after, explain the bridge", "familyLabel": null, "categoryName": "Block", "categorySlug": "block" }, "agent": "Storyteller", "layer": "slide", "agents": [ "Storyteller" ], "matchId": "63a2c875-82aa-4d09-97c4-ac5f9ac9e002", "evidence": "The move towards inclusion at BPS is underway in the current school year. A phasing-in of inclusion by BPS network (e.g., A-G) begins next year with Network A, with two more networks every year for the follo", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.6, "extraction": { "at": "2026-07-17 02:11:43.608781+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 152, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null } ], "frameworks": [], "arcBeats": [], "loops": [], "locked": true }, { "page": 153, "type": "resolution", "title": "The chart illustrates a phased implementation strategy for special education inclusion, segmented by network.", "function": "plan_implementation", "rawType": "roadmap", "block": null, "metadata": { "slideType": "roadmap", "slideTypeCanon": { "name": "Roadmap", "slug": "roadmap", "status": "active", "canonId": "019de52d-0a55-72bc-9b7b-a47ef109839c", "version": 1, "description": null }, "function": "plan_implementation", "functionCanon": { "name": "Plan implementation", "slug": "plan_implementation", "status": "active", "canonId": "019de52d-14a2-77ea-b210-d6a95eed4823", "version": 1, "description": null }, "density": "dense", "densityScore": 68, "componentCount": 5, "textChars": 630, "nDataPoints": 13, "notes": "The chart illustrates a phased implementation strategy for special education inclusion, segmented by network.", "elementsJson": null, "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "at": "2026-07-16 19:36:17.826+00", "seconds": 3.082, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019f6b8e-e3f2-73cd-ba44-d930e8bf3977/153", "deck": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977", "deckAnchor": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977#slide-153", "deckJson": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977.json" }, "components": [ { "bbox": null, "kind": "callout", "text": "BPS began moving towards inclusion in SY 14-15 with “wave 1”, but recast plan for roll-out to network-by-network process beginning in SY15-16. In each network the roll-up will begin at K1 and roll up to 8th grade over 8 years", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": null, "subkind": { "name": "Primary callout", "slug": "primary", "status": "active", "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d", "version": 1, "description": null }, "framework": null }, "subkind": "primary", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:17.826+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "694050c6-a7a9-49ef-a5fa-7238bd6f1b4a", "parentComponentId": null }, { "bbox": null, "kind": "chart", "text": "Additional classrooms # inclusion classrooms added annually", "attrs": null, "canon": { "kind": { "name": "Chart", "slug": "chart", "status": "active", "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8", "version": 1, "description": "Quantitative chart." }, "tool": null, "subkind": { "name": "Stacked bar chart", "slug": "bar-stacked", "status": "active", "canonId": "019de52c-feec-74bf-9028-15b74f84f0a7", "version": 1, "description": null }, "framework": null }, "subkind": "bar-stacked", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:17.826+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "cdc76407-0773-4030-8167-8c2d91332a17", "parentComponentId": null }, { "bbox": null, "kind": "legend", "text": "Wave 1, Net. A, Net. B, Net. C, Net. D, Net. E, Net. F, Net. G", "attrs": null, "canon": { "kind": { "name": "Legend", "slug": "legend", "status": "active", "canonId": "31361933-3d22-4c70-bbad-0801e9fffc0c", "version": 1, "description": "Color/symbol decoder placed adjacent to a chart or diagram." }, "tool": null, "subkind": null, "framework": null }, "subkind": "legend", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:17.826+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "7e8ed5d2-90e1-4a76-a23c-ec08a6913882", "parentComponentId": null }, { "bbox": null, "kind": "source-note", "text": "1 This roll-out is estimated, as final plans identifying specific classrooms are still in process. Source: Interviews with BPS Office of Special Education staff", "attrs": null, "canon": { "kind": { "name": "Source note", "slug": "source-note", "status": "active", "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948", "version": 1, "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": "source-note", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:17.826+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "631e2703-6617-4b0f-8369-1fbb94d07f1d", "parentComponentId": null }, { "bbox": null, "kind": "title", "text": "BPS will phase-in inclusion by network, over a 12 year period, adding as many as 140 classrooms per year at peak of roll-out", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:17.826+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "52dca5cf-d149-4a37-8bd9-692ae441af3a", "parentComponentId": null } ], "metrics": [], "tools": [ { "tool": { "name": "Chart Selection Guide", "slug": "chart-selection-guide", "status": "active", "bestFor": null, "canonId": "019dd956-b1a0-700b-ba17-0e16c4d5bcae", "version": 1, "bodyDocId": null, "description": "Choosing the right chart type for your data and message", "familyLabel": null, "categoryName": "Slide", "categorySlug": "slide" }, "agent": "Designer", "layer": "slide", "agents": [ "Designer" ], "matchId": "c26d2535-86be-4363-9782-fc6dc984b200", "evidence": "chart/bar-stacked: Additional classrooms # inclusion classrooms added annually", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.7, "extraction": { "at": "2026-07-17 02:11:43.67824+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 153, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null } ], "frameworks": [], "arcBeats": [], "loops": [], "locked": true }, { "page": 154, "type": "analysis", "title": "The slide highlights that short-term costs are high due to the need for new paraprofessionals and specialists, with no immediate cost savings expected.", "function": "analyze_data", "rawType": "appendix_data", "block": null, "metadata": { "slideType": "appendix_data", "slideTypeCanon": { "name": "Appendix data", "slug": "appendix_data", "status": "active", "canonId": "019de52d-078a-745b-9ee4-c15f2f539acd", "version": 1, "description": null }, "function": "analyze_data", "functionCanon": { "name": "Analyze data", "slug": "analyze_data", "status": "active", "canonId": "019de52d-1590-7413-8c82-cc218cff40b4", "version": 1, "description": null }, "density": "dense", "densityScore": 62, "componentCount": 5, "textChars": 475, "nDataPoints": 6, "notes": "The slide highlights that short-term costs are high due to the need for new paraprofessionals and specialists, with no immediate cost savings expected.", "elementsJson": null, "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "at": "2026-07-16 19:36:17.373+00", "seconds": 2.493, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019f6b8e-e3f2-73cd-ba44-d930e8bf3977/154", "deck": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977", "deckAnchor": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977#slide-154", "deckJson": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977.json" }, "components": [ { "bbox": { "h": 0.5, "w": 0.28, "x": 0.7, "y": 0.23 }, "kind": "callout", "text": "SY 15-16 will bring online 38 new inclusion classrooms... In the first few years of inclusion transition, there will be no cost savings", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": null, "subkind": { "name": "Primary callout", "slug": "primary", "status": "active", "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d", "version": 1, "description": null }, "framework": null }, "subkind": "primary", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:17.373+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "9691e321-89a0-4ef7-a782-d1434147991d", "parentComponentId": null }, { "bbox": { "h": 0.25, "w": 0.65, "x": 0.02, "y": 0.65 }, "kind": "list", "text": "Network A transition will target 9 schools... 11 schools will get just a grade 1 inclusion transition... The full costing of inclusion has not yet been performed", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:17.373+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "cb0d3934-d1c9-472f-83e6-db35b23bf3ca", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.4, "x": 0.02, "y": 0.95 }, "kind": "other", "text": "Source: BPS Office of Special Education budget presentation, 2014", "attrs": null, "canon": { "kind": { "name": "Other", "slug": "other", "status": "active", "canonId": "019de52c-fa90-743c-8bf6-20d1fbe82b6d", "version": 1, "description": "Fallback when no canonical kind applies." }, "tool": null, "subkind": null, "framework": null }, "subkind": "source-note", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:17.373+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "8a19ede3-2e91-4c8d-a30f-37a06d89c256", "parentComponentId": null }, { "bbox": { "h": 0.45, "w": 0.65, "x": 0.02, "y": 0.15 }, "kind": "table", "text": "SY15-16 inclusion transition costs table", "attrs": null, "canon": { "kind": { "name": "Table", "slug": "table", "status": "active", "canonId": "019de52c-f9c8-7148-8119-eaac9594cd28", "version": 1, "description": "Tabular data layout." }, "tool": null, "subkind": { "name": "Data table", "slug": "data", "status": "active", "canonId": "019de52d-02d5-75b8-8abf-88e92bf63569", "version": 1, "description": null }, "framework": null }, "subkind": "data", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:17.373+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "037ce353-095d-4f48-9a24-e70e6a914eb9", "parentComponentId": null }, { "bbox": { "h": 0.08, "w": 0.8, "x": 0.02, "y": 0.03 }, "kind": "title", "text": "There are significant short-term costs, with $1.4M budgeted for SY15-16...", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:17.373+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "ae221d89-bfb6-48d7-941b-9590d87d94fc", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [], "arcBeats": [], "loops": [], "locked": true }, { "page": 155, "type": "analysis", "title": "The slide uses a stacked bar chart to show FTE growth and a data table to show the corresponding financial impact over time.", "function": "analyze_data", "rawType": "revenue_buildup", "block": null, "metadata": { "slideType": "revenue_buildup", "slideTypeCanon": { "name": "Revenue buildup", "slug": "revenue_buildup", "status": "active", "canonId": "019de52d-0acd-70b8-a81d-62d89840409b", "version": 1, "description": null }, "function": "analyze_data", "functionCanon": { "name": "Analyze data", "slug": "analyze_data", "status": "active", "canonId": "019de52d-1590-7413-8c82-cc218cff40b4", "version": 1, "description": null }, "density": "overcrowded", "densityScore": 84, "componentCount": 7, "textChars": 702, "nDataPoints": 44, "notes": "The slide uses a stacked bar chart to show FTE growth and a data table to show the corresponding financial impact over time.", "elementsJson": null, "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "at": "2026-07-16 19:36:18.117+00", "seconds": 3.184, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019f6b8e-e3f2-73cd-ba44-d930e8bf3977/155", "deck": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977", "deckAnchor": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977#slide-155", "deckJson": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977.json" }, "components": [ { "bbox": { "h": 0.08, "w": 0.25, "x": 0.38, "y": 0.58 }, "kind": "callout", "text": "At peak roll-out, BPS will be adding $7.3M in one year", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": null, "subkind": { "name": "Primary callout", "slug": "primary", "status": "active", "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d", "version": 1, "description": null }, "framework": null }, "subkind": "primary", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:18.117+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "6368730c-4af7-490a-be64-03d69a5a2f48", "parentComponentId": null }, { "bbox": { "h": 0.35, "w": 0.75, "x": 0.02, "y": 0.15 }, "kind": "chart", "text": "Additional FTE's # FTE's of each type added per year", "attrs": null, "canon": { "kind": { "name": "Chart", "slug": "chart", "status": "active", "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8", "version": 1, "description": "Quantitative chart." }, "tool": null, "subkind": { "name": "Stacked bar chart", "slug": "bar-stacked", "status": "active", "canonId": "019de52c-feec-74bf-9028-15b74f84f0a7", "version": 1, "description": null }, "framework": null }, "subkind": "bar-stacked", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:18.117+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "e9fca995-d616-4c37-b72a-f1c7a43567be", "parentComponentId": null }, { "bbox": { "h": 0.1, "w": 0.1, "x": 0.85, "y": 0.05 }, "kind": "legend", "text": "Paras, Inclusion specialists", "attrs": null, "canon": { "kind": { "name": "Legend", "slug": "legend", "status": "active", "canonId": "31361933-3d22-4c70-bbad-0801e9fffc0c", "version": 1, "description": "Color/symbol decoder placed adjacent to a chart or diagram." }, "tool": null, "subkind": null, "framework": null }, "subkind": "legend", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:18.117+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "9728db86-31ab-4c0b-a848-3cceeefdb39d", "parentComponentId": null }, { "bbox": { "h": 0.6, "w": 0.18, "x": 0.8, "y": 0.2 }, "kind": "list", "text": "As the number of inclusion classrooms grow, the annual need to support them will as well. By the end of the inclusion roll-out, BPS will have added ~1100 paras and ~115 specialists to schools. Annual cost additions over the period will average ~$3M, spiking to as much as $6-7M in SY18-19", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:18.117+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "b6311ab5-4835-464e-8f48-fa45fe7257f4", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.3, "x": 0.02, "y": 0.95 }, "kind": "other", "text": "Source: Interviews with BPS Office of Special Education staff", "attrs": null, "canon": { "kind": { "name": "Other", "slug": "other", "status": "active", "canonId": "019de52c-fa90-743c-8bf6-20d1fbe82b6d", "version": 1, "description": "Fallback when no canonical kind applies." }, "tool": null, "subkind": null, "framework": null }, "subkind": "source-note", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:18.117+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "27071458-106f-4668-aedf-c98437de63c9", "parentComponentId": null }, { "bbox": { "h": 0.4, "w": 0.75, "x": 0.02, "y": 0.5 }, "kind": "table", "text": "Financial breakdown of additional para cost, specialist cost, annual spend, and total model spend by school year.", "attrs": null, "canon": { "kind": { "name": "Table", "slug": "table", "status": "active", "canonId": "019de52c-f9c8-7148-8119-eaac9594cd28", "version": 1, "description": "Tabular data layout." }, "tool": null, "subkind": { "name": "Data table", "slug": "data", "status": "active", "canonId": "019de52d-02d5-75b8-8abf-88e92bf63569", "version": 1, "description": null }, "framework": null }, "subkind": "data", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:18.117+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "73519e7a-1736-4495-846c-dd3066f64677", "parentComponentId": null }, { "bbox": { "h": 0.1, "w": 0.7, "x": 0.02, "y": 0.02 }, "kind": "title", "text": "SPECIAL EDUCATION ...and longer-term costs growing to $7M a year with total, 10-year investment of $42M...", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:18.117+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "6fb7507b-d811-4d6d-be65-30ff945768c7", "parentComponentId": null } ], "metrics": [], "tools": [ { "tool": { "name": "Chart Selection Guide", "slug": "chart-selection-guide", "status": "active", "bestFor": null, "canonId": "019dd956-b1a0-700b-ba17-0e16c4d5bcae", "version": 1, "bodyDocId": null, "description": "Choosing the right chart type for your data and message", "familyLabel": null, "categoryName": "Slide", "categorySlug": "slide" }, "agent": "Designer", "layer": "slide", "agents": [ "Designer" ], "matchId": "a730d885-5402-4164-8348-98daf355fb48", "evidence": "chart/bar-stacked: Additional FTE's # FTE's of each type added per year", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.7, "extraction": { "at": "2026-07-17 02:11:43.784043+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 155, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null } ], "frameworks": [], "arcBeats": [], "loops": [], "locked": true }, { "page": 156, "type": "analysis", "title": "The chart illustrates a transition from high-cost separate classrooms to lower-cost inclusion models, showing a crossover point where savings exceed costs.", "function": "analyze_data", "rawType": "revenue_buildup", "block": null, "metadata": { "slideType": "revenue_buildup", "slideTypeCanon": { "name": "Revenue buildup", "slug": "revenue_buildup", "status": "active", "canonId": "019de52d-0acd-70b8-a81d-62d89840409b", "version": 1, "description": null }, "function": "analyze_data", "functionCanon": { "name": "Analyze data", "slug": "analyze_data", "status": "active", "canonId": "019de52d-1590-7413-8c82-cc218cff40b4", "version": 1, "description": null }, "density": "overcrowded", "densityScore": 86, "componentCount": 7, "textChars": 835, "nDataPoints": 60, "notes": "The chart illustrates a transition from high-cost separate classrooms to lower-cost inclusion models, showing a crossover point where savings exceed costs.", "elementsJson": null, "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "at": "2026-07-16 19:36:18.359+00", "seconds": 3.195, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019f6b8e-e3f2-73cd-ba44-d930e8bf3977/156", "deck": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977", "deckAnchor": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977#slide-156", "deckJson": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977.json" }, "components": [ { "bbox": { "h": 0.4, "w": 0.16, "x": 0.82, "y": 0.15 }, "kind": "callout", "text": "As critical mass of inclusion classrooms grow, a tipping point will occur allowing elimination of sub/separate classrooms at an increasing rate. The $326M costs of inclusion over 13 years will be fully covered by the final year (SY26-27)", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": null, "subkind": { "name": "Primary callout", "slug": "primary", "status": "active", "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d", "version": 1, "description": null }, "framework": null }, "subkind": "primary", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:18.359+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "4b37e52f-8633-43e6-860a-e582629fb8a2", "parentComponentId": null }, { "bbox": { "h": 0.15, "w": 0.16, "x": 0.82, "y": 0.68 }, "kind": "callout", "text": "By the end of the roll out, BPS could be saving ~$60M annually", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": null, "subkind": { "name": "Primary callout", "slug": "primary", "status": "active", "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d", "version": 1, "description": null }, "framework": null }, "subkind": "primary", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:18.359+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "b6c6f05b-487e-48b5-afdb-6fe5a416b92b", "parentComponentId": null }, { "bbox": { "h": 0.5, "w": 0.65, "x": 0.12, "y": 0.1 }, "kind": "chart", "text": "SPED spend on substantially separate classroom support", "attrs": null, "canon": { "kind": { "name": "Chart", "slug": "chart", "status": "active", "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8", "version": 1, "description": "Quantitative chart." }, "tool": null, "subkind": { "name": "Stacked bar chart", "slug": "bar-stacked", "status": "active", "canonId": "019de52c-feec-74bf-9028-15b74f84f0a7", "version": 1, "description": null }, "framework": null }, "subkind": "bar-stacked", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:18.359+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "f52241b6-2bf0-4db8-b58f-bd4998554cb2", "parentComponentId": null }, { "bbox": { "h": 0.15, "w": 0.15, "x": 0.65, "y": 0.18 }, "kind": "legend", "text": "Sub / separate teacher, Sub / separate aide, SPED resource teacher, SPED itinerant teacher", "attrs": null, "canon": { "kind": { "name": "Legend", "slug": "legend", "status": "active", "canonId": "31361933-3d22-4c70-bbad-0801e9fffc0c", "version": 1, "description": "Color/symbol decoder placed adjacent to a chart or diagram." }, "tool": null, "subkind": null, "framework": null }, "subkind": "legend", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:18.359+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "26a1c442-217d-46e5-9eaf-5acccd037f93", "parentComponentId": null }, { "bbox": { "h": 0.08, "w": 0.95, "x": 0.02, "y": 0.9 }, "kind": "other", "text": "1 This roll-out is estimated, as final plans identifying specific classrooms are still in process. Source: Decline in costs scaled to expected decline in classrooms, determined by interviews with BPS staff and outside experts", "attrs": null, "canon": { "kind": { "name": "Other", "slug": "other", "status": "active", "canonId": "019de52c-fa90-743c-8bf6-20d1fbe82b6d", "version": 1, "description": "Fallback when no canonical kind applies." }, "tool": null, "subkind": null, "framework": null }, "subkind": "source-note", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:18.359+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "615ce4ea-0dbb-4b96-b361-7446aff01a0d", "parentComponentId": null }, { "bbox": { "h": 0.35, "w": 0.78, "x": 0.02, "y": 0.55 }, "kind": "table", "text": "Annual sub/separate costs, Annual inclusion costs, Total SPED budget, Impact of inclusion", "attrs": null, "canon": { "kind": { "name": "Table", "slug": "table", "status": "active", "canonId": "019de52c-f9c8-7148-8119-eaac9594cd28", "version": 1, "description": "Tabular data layout." }, "tool": null, "subkind": { "name": "Data table", "slug": "data", "status": "active", "canonId": "019de52d-02d5-75b8-8abf-88e92bf63569", "version": 1, "description": null }, "framework": null }, "subkind": "data", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:18.359+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "2cd773d2-caad-48a1-8d2d-20f5c2b225e6", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.7, "x": 0.02, "y": 0.02 }, "kind": "title", "text": "SPECIAL EDUCATION ...with annual savings that outstrip annual costs by SY18-19", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:18.359+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "86401338-d78a-417b-aef4-6abbf233fe82", "parentComponentId": null } ], "metrics": [], "tools": [ { "tool": { "name": "Chart Selection Guide", "slug": "chart-selection-guide", "status": "active", "bestFor": null, "canonId": "019dd956-b1a0-700b-ba17-0e16c4d5bcae", "version": 1, "bodyDocId": null, "description": "Choosing the right chart type for your data and message", "familyLabel": null, "categoryName": "Slide", "categorySlug": "slide" }, "agent": "Designer", "layer": "slide", "agents": [ "Designer" ], "matchId": "30a9812c-693d-4928-b64b-81bcc149d899", "evidence": "chart/bar-stacked: SPED spend on substantially separate classroom support", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.7, "extraction": { "at": "2026-07-17 02:11:43.85188+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 156, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null } ], "frameworks": [], "arcBeats": [], "loops": [], "locked": true }, { "page": 157, "type": "setup", "function": "front_matter", "rawType": "table_of_contents", "block": null, "metadata": { "slideType": "table_of_contents", "slideTypeCanon": { "name": "Table of contents", "slug": "table_of_contents", "status": "active", "canonId": "019de52d-0643-721b-9b85-69676bb85cf8", "version": 1, "description": null }, "function": "front_matter", "functionCanon": { "name": "Front matter", "slug": "front_matter", "status": "active", "canonId": "019de52d-133d-73f0-9e26-201eda96b098", "version": 1, "description": null }, "density": "sparse", "densityScore": 23, "componentCount": 2, "textChars": 243, "nDataPoints": 1, "notes": null, "elementsJson": null, "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "at": "2026-07-16 19:36:17.455+00", "seconds": 2.063, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019f6b8e-e3f2-73cd-ba44-d930e8bf3977/157", "deck": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977", "deckAnchor": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977#slide-157", "deckJson": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977.json" }, "components": [ { "bbox": { "h": 0.58, "w": 0.35, "x": 0.358, "y": 0.214 }, "kind": "list", "text": "Executive summary\nSystem overview\nPhase I: Scan of 25 RFP areas\nPhase II: Area deep dives\n- District overextension\n- Special education\n- Organizational effectiveness\n- Other operational areas\nPhase III: Capturing opportunities\nAppendix", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:17.455+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "c01a88b5-8950-4f6c-9580-dee7caa97d8a", "parentComponentId": null }, { "bbox": { "h": 0.04, "w": 0.12, "x": 0.12, "y": 0.04 }, "kind": "title", "text": "Contents", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:17.455+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "48218f53-ae37-49e7-8c4d-0b8fe54ac667", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [ { "matchId": "0f7e7222-94bb-464b-b850-4f76640840c7", "evidence": "Standard table of contents structure", "framework": null, "confidence": 1, "extraction": { "at": "2026-07-16 19:36:17.455+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 157, "frameworkName": "list-presentation" } ], "arcBeats": [], "loops": [], "locked": true }, { "page": 158, "type": "setup", "title": "The slide provides a high-level synthesis of findings from surveys, interviews, and org chart analysis.", "function": "summarize", "rawType": "executive_summary", "block": null, "metadata": { "slideType": "executive_summary", "slideTypeCanon": { "name": "Executive summary", "slug": "executive_summary", "status": "active", "canonId": "019de52d-06be-73ff-81b3-f99fe7f0025e", "version": 1, "description": null }, "function": "summarize", "functionCanon": { "name": "Summarize", "slug": "summarize", "status": "active", "canonId": "019de52d-1541-704f-b86f-bf7b75056373", "version": 1, "description": null }, "density": "overcrowded", "densityScore": 81, "componentCount": 7, "textChars": 1877, "nDataPoints": 0, "notes": "The slide provides a high-level synthesis of findings from surveys, interviews, and org chart analysis.", "elementsJson": null, "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "at": "2026-07-16 19:36:18.782+00", "seconds": 3.238, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019f6b8e-e3f2-73cd-ba44-d930e8bf3977/158", "deck": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977", "deckAnchor": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977#slide-158", "deckJson": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977.json" }, "components": [ { "bbox": { "h": 0.04, "w": 0.45, "x": 0.01, "y": 0.95 }, "kind": "annotation", "text": "Source: Values and Alignment Survey (n=72; One-on-one Cabinet Leader interviews; Org chart analysis", "attrs": null, "canon": { "kind": { "name": "Annotation", "slug": "annotation", "status": "deprecated", "canonId": "019de52c-fa68-7188-a17b-7ee103bb6a9e", "version": 1, "description": "Legend, indicator or chart annotation." }, "tool": null, "subkind": { "name": "Source note", "slug": "source-note", "status": "active", "canonId": "019de52d-0552-777e-ab29-4c9a3e577794", "version": 1, "description": null }, "framework": null }, "subkind": "source-note", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:18.782+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "4e3fcfd3-501f-48a2-ad3f-bba424045cc8", "parentComponentId": null }, { "bbox": { "h": 0.3, "w": 0.94, "x": 0.03, "y": 0.4 }, "kind": "list", "text": "There are also potential areas for improvement that BPS can focus on to be more effective at serving the students and the city at-large. For example, clear, focused goals could be set from the top of the district with clarity so that the departments can rally around and support those goals. Additionally, departments could be sure that KPIs track progress toward goals and are useful for strategic departmental decision-making. With clearer goals and a KPI structure in place, each department would be made aware of adjacent goals in other departments, and then collaboration can be improved. Finally, the Central Office would benefit from a better human capital system to help on-board, train, develop, meaningfully evaluate, and ultimately retain its best people.", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:18.782+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "890a573f-248e-48bb-8180-9b69eb93542d", "parentComponentId": null }, { "bbox": { "h": 0.15, "w": 0.94, "x": 0.03, "y": 0.11 }, "kind": "list", "text": "BPS has key organizational strengths. At the present, each department is internally well-aligned and works as a team to accomplish its goals; additionally, other than at the top level, there is a standard manager-employee ratio and generally balanced organizational structures.", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:18.782+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "a99ca6c8-d947-4f38-a097-871c619e11f4", "parentComponentId": null }, { "bbox": { "h": 0.15, "w": 0.94, "x": 0.03, "y": 0.71 }, "kind": "list", "text": "Improving BPS' organization would help to further unlock its Central Office's potential. The superintendent would have more clarity into the daily performance of the district against its goals, leading to better accountability. Parents, students, and teachers would have clearer points of contact for concerns or questions. Collaboration would help ensure that programming occurs in a more integrated way to better support students.", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:18.782+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "afeaf901-8ba1-4132-8697-68a8578eaa1e", "parentComponentId": null }, { "bbox": { "h": 0.12, "w": 0.94, "x": 0.03, "y": 0.27 }, "kind": "list", "text": "Among peer district BPS has a smaller student to staff ratio. When benchmarked against other, large districts, BPS still supports a non-classroom teaching staff that is larger as a ratio than its peers, hinting at further opportunities to streamline", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:18.782+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "b1f2fee4-e502-4133-aaa5-5c36e753dac8", "parentComponentId": null }, { "bbox": { "h": 0.04, "w": 0.25, "x": 0.03, "y": 0.03 }, "kind": "title", "text": "Executive summary", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:18.782+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "b707d739-cd66-4140-9e7d-0c8ef0ae6dbd", "parentComponentId": null }, { "bbox": { "h": 0.02, "w": 0.35, "x": 0.03, "y": 0.01 }, "kind": "title", "text": "DISTRICT ORGANIZATION AND PERFORMANCE", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Subtitle", "slug": "subtitle", "status": "active", "canonId": "019de52c-fb09-739d-900c-815b0d9ac526", "version": 1, "description": null }, "framework": null }, "subkind": "subtitle", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:18.782+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "a03a0cc3-b275-4f5f-9cb7-9f18909bc8a7", "parentComponentId": null } ], "metrics": [], "tools": [ { "tool": { "name": "Executive summary", "slug": "executive-summary", "status": "active", "bestFor": null, "canonId": "019dd9e1-4b63-72d5-9734-da757d91ca61", "version": 1, "bodyDocId": null, "description": "A condensed view of the entire argument on a single slide / block.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "217cc8d4-c026-4557-b440-f2d01bc17903", "evidence": "list/bullet: There are also potential areas for improvement that BPS can focus on to be more effective at serving the students and the city at-large.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.9, "extraction": { "at": "2026-07-17 02:11:43.954363+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 158, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null } ], "frameworks": [], "arcBeats": [], "loops": [], "locked": true }, { "page": 159, "type": "resolution", "title": "The slide uses a pyramid structure to analyze organizational health, specifically focusing on span of control (direct reports) and layer distribution.", "function": "analyze_data", "rawType": "key_takeaways", "block": null, "metadata": { "slideType": "key_takeaways", "slideTypeCanon": { "name": "Key takeaways", "slug": "key_takeaways", "status": "active", "canonId": "019de52d-06e7-7674-a891-9f7de3b11b6d", "version": 1, "description": null }, "function": "analyze_data", "functionCanon": { "name": "Analyze data", "slug": "analyze_data", "status": "active", "canonId": "019de52d-1590-7413-8c82-cc218cff40b4", "version": 1, "description": null }, "density": "dense", "densityScore": 68, "componentCount": 5, "textChars": 618, "nDataPoints": 18, "notes": "The slide uses a pyramid structure to analyze organizational health, specifically focusing on span of control (direct reports) and layer distribution.", "elementsJson": null, "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "at": "2026-07-16 19:36:19.385+00", "seconds": 3.651, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019f6b8e-e3f2-73cd-ba44-d930e8bf3977/159", "deck": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977", "deckAnchor": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977#slide-159", "deckJson": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977.json" }, "components": [ { "bbox": { "h": 0.5, "w": 0.48, "x": 0.51, "y": 0.14 }, "kind": "chart", "text": "Average number of direct reports for managers in each organizational layer", "attrs": null, "canon": { "kind": { "name": "Chart", "slug": "chart", "status": "active", "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8", "version": 1, "description": "Quantitative chart." }, "tool": null, "subkind": { "name": "Horizontal bar chart", "slug": "bar-horizontal", "status": "active", "canonId": "019de52c-fec4-7221-986b-1cb5f5e84b1f", "version": 1, "description": null }, "framework": null }, "subkind": "bar-horizontal", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:19.385+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "bbcf67c0-05cf-4b0e-a1c0-a58c8b43f26e", "parentComponentId": null }, { "bbox": { "h": 0.5, "w": 0.48, "x": 0.02, "y": 0.14 }, "kind": "chart", "text": "Total number of managers and individual contributors in each organizational layer", "attrs": null, "canon": { "kind": { "name": "Chart", "slug": "chart", "status": "active", "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8", "version": 1, "description": "Quantitative chart." }, "tool": null, "subkind": { "name": "Stacked bar chart", "slug": "bar-stacked", "status": "active", "canonId": "019de52c-feec-74bf-9028-15b74f84f0a7", "version": 1, "description": null }, "framework": null }, "subkind": "bar-stacked", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:19.385+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "395e6464-b205-4f5b-a46c-873c422c3bd0", "parentComponentId": null }, { "bbox": { "h": 0.18, "w": 0.96, "x": 0.02, "y": 0.72 }, "kind": "list", "text": "BPS has an average of 4.0 direct reports per manager (2-15 across departments)\nDepartments vary in how many Assistant Directors they have (0-9 per department)\nWhile the pyramid looks mostly standard, there may be too many direct-reports at top level", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:19.385+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "271e87d3-8857-45ae-b5da-f8065ae01536", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.45, "x": 0.02, "y": 0.94 }, "kind": "other", "text": "Source: Analysis of Org Charts from many departments; does not represent Comp. Student Services Org Charts", "attrs": null, "canon": { "kind": { "name": "Other", "slug": "other", "status": "active", "canonId": "019de52c-fa90-743c-8bf6-20d1fbe82b6d", "version": 1, "description": "Fallback when no canonical kind applies." }, "tool": null, "subkind": null, "framework": null }, "subkind": "source-note", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:19.385+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "ddf342a2-caa3-48d9-9803-a259425ab8af", "parentComponentId": null }, { "bbox": { "h": 0.08, "w": 0.75, "x": 0.02, "y": 0.04 }, "kind": "title", "text": "The Central Office organization is well-structured pyramid with the exception of the top layer of management", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:19.385+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "f4f22fb6-e958-4172-9b30-347a5ed2cfba", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [ { "matchId": "57278b2a-9464-4c48-86b0-aafeddc60a08", "evidence": "The slide explicitly mentions 'well-structured pyramid' and analyzes layers n through n-4.", "framework": null, "confidence": 0.9, "extraction": { "at": "2026-07-16 19:36:19.385+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 159, "frameworkName": "organizational-pyramid" } ], "arcBeats": [], "loops": [], "locked": true }, { "page": 160, "type": "setup", "function": "compare_peers", "rawType": "peer_benchmark", "block": null, "metadata": { "slideType": "peer_benchmark", "slideTypeCanon": { "name": "Peer benchmark", "slug": "peer_benchmark", "status": "active", "canonId": "019de52d-08f0-7158-a78d-d7b5331fefaf", "version": 1, "description": null }, "function": "compare_peers", "functionCanon": { "name": "Compare peers", "slug": "compare_peers", "status": "active", "canonId": "019de52d-1453-72ba-a367-9ba3d34c1630", "version": 1, "description": null }, "density": "dense", "densityScore": 57, "componentCount": 5, "textChars": 336, "nDataPoints": 14, "notes": null, "elementsJson": null, "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "at": "2026-07-16 19:36:19.463+00", "seconds": 3.7, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019f6b8e-e3f2-73cd-ba44-d930e8bf3977/160", "deck": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977", "deckAnchor": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977#slide-160", "deckJson": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977.json" }, "components": [ { "bbox": { "h": 0.25, "w": 0.17, "x": 0.81, "y": 0.36 }, "kind": "callout", "text": "Moving BPS to the peer set average could reduce ~500 FTE's of district staff", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": null, "subkind": { "name": "Primary callout", "slug": "primary", "status": "active", "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d", "version": 1, "description": null }, "framework": null }, "subkind": "primary", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:19.463+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "79ccfe8f-6d30-41e5-bfc8-d0b19c3366e8", "parentComponentId": null }, { "bbox": { "h": 0.75, "w": 0.75, "x": 0.02, "y": 0.14 }, "kind": "chart", "text": "Average student-staff ratio: Ratio of total students to total teachers, 2011", "attrs": null, "canon": { "kind": { "name": "Chart", "slug": "chart", "status": "active", "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8", "version": 1, "description": "Quantitative chart." }, "tool": null, "subkind": { "name": "Horizontal bar chart", "slug": "bar-horizontal", "status": "active", "canonId": "019de52c-fec4-7221-986b-1cb5f5e84b1f", "version": 1, "description": null }, "framework": null }, "subkind": "bar-horizontal", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:19.463+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "bf019a85-cee0-4de4-81f2-fe7a76aa1acb", "parentComponentId": null }, { "bbox": { "h": 0.02, "w": 0.25, "x": 0.02, "y": 0.96 }, "kind": "other", "text": "Source: U.S. Department of Education, 2011", "attrs": null, "canon": { "kind": { "name": "Other", "slug": "other", "status": "active", "canonId": "019de52c-fa90-743c-8bf6-20d1fbe82b6d", "version": 1, "description": "Fallback when no canonical kind applies." }, "tool": null, "subkind": null, "framework": null }, "subkind": "source-note", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:19.463+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "d39e5295-2404-4886-8754-ae9e71bdde10", "parentComponentId": null }, { "bbox": { "h": 0.06, "w": 0.88, "x": 0.02, "y": 0.06 }, "kind": "title", "text": "BPS is within range of peers, but still supports a lower than average student to non-teaching staff ratio", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Action title", "slug": "action-title", "status": "active", "canonId": "019de52c-fb31-734c-a0f5-a3935b73135d", "version": 1, "description": null }, "framework": null }, "subkind": "action-title", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:19.463+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "8a457c38-831c-468f-a2d2-c3468b546d70", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.45, "x": 0.02, "y": 0.02 }, "kind": "title", "text": "DISTRICT ORGANIZATION AND PERFORMANCE", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:19.463+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "29f86a76-1403-494a-9565-f20e0e344616", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [ { "matchId": "f08c9d6c-dfd5-4cf8-8cdc-0f85297f9f24", "evidence": "Comparison of BPS against a set of peer districts on a specific metric.", "framework": null, "confidence": 1, "extraction": { "at": "2026-07-16 19:36:19.463+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 160, "frameworkName": "peer_benchmark" } ], "arcBeats": [], "loops": [], "locked": true }, { "page": 161, "type": "resolution", "title": "The slide uses a gap analysis approach to contrast current organizational culture with desired future state.", "function": "analyze_data", "rawType": "key_takeaways", "block": null, "metadata": { "slideType": "key_takeaways", "slideTypeCanon": { "name": "Key takeaways", "slug": "key_takeaways", "status": "active", "canonId": "019de52d-06e7-7674-a891-9f7de3b11b6d", "version": 1, "description": null }, "function": "analyze_data", "functionCanon": { "name": "Analyze data", "slug": "analyze_data", "status": "active", "canonId": "019de52d-1590-7413-8c82-cc218cff40b4", "version": 1, "description": null }, "density": "overcrowded", "densityScore": 85, "componentCount": 7, "textChars": 849, "nDataPoints": 20, "notes": "The slide uses a gap analysis approach to contrast current organizational culture with desired future state.", "elementsJson": null, "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "at": "2026-07-16 19:36:19.257+00", "seconds": 3.342, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019f6b8e-e3f2-73cd-ba44-d930e8bf3977/161", "deck": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977", "deckAnchor": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977#slide-161", "deckJson": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977.json" }, "components": [ { "bbox": { "h": 0.15, "w": 0.84, "x": 0.08, "y": 0.75 }, "kind": "callout", "text": "Therefore, BPS could consider: Defining what accountability looks like for its Central Office; Reducing the internal politics and bureaucracy currently experienced", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": null, "subkind": { "name": "Primary callout", "slug": "primary", "status": "active", "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d", "version": 1, "description": null }, "framework": null }, "subkind": "primary", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:19.257+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "0580c51d-4827-4f7c-b2a9-c1a42f4d30ca", "parentComponentId": null }, { "bbox": { "h": 0.25, "w": 0.35, "x": 0.55, "y": 0.15 }, "kind": "list", "text": "Most desired values: 1. Being collaborative (39), 2. Accountability (33), 3. Excellence (28), 4. Equity (21)", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Numbered list", "slug": "numbered", "status": "active", "canonId": "019de52c-fcc0-7718-a284-a4250c805df2", "version": 1, "description": null }, "framework": null }, "subkind": "numbered", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:19.257+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "52d3f75d-ea2f-4ca5-8bd1-3abcbba558a2", "parentComponentId": null }, { "bbox": { "h": 0.25, "w": 0.35, "x": 0.55, "y": 0.45 }, "kind": "list", "text": "Least desired values: 1. Inconsistent (40), 2. Bureaucracy (37), 3. Slow moving (31), 4. Silos (30); Internal Politics (30)", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Numbered list", "slug": "numbered", "status": "active", "canonId": "019de52c-fcc0-7718-a284-a4250c805df2", "version": 1, "description": null }, "framework": null }, "subkind": "numbered", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:19.257+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "56537187-4199-4283-b87e-38ccc264e3d7", "parentComponentId": null }, { "bbox": { "h": 0.25, "w": 0.35, "x": 0.1, "y": 0.15 }, "kind": "list", "text": "Most experienced values: 1. Internal Politics (41), 2. Bureaucracy (25), 3. Accountability (15), 4. Lack of shared purpose (14); Customer focus (14)", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Numbered list", "slug": "numbered", "status": "active", "canonId": "019de52c-fcc0-7718-a284-a4250c805df2", "version": 1, "description": null }, "framework": null }, "subkind": "numbered", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:19.257+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "65229568-9c8e-4f17-b158-2af8bdce4262", "parentComponentId": null }, { "bbox": { "h": 0.25, "w": 0.35, "x": 0.1, "y": 0.45 }, "kind": "list", "text": "Least experienced values: 1. Efficiency (28), 2. Equity (27), 3. Accountability (25); Employee focus (25), 4. Fear (12); Trust (12)", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Numbered list", "slug": "numbered", "status": "active", "canonId": "019de52c-fcc0-7718-a284-a4250c805df2", "version": 1, "description": null }, "framework": null }, "subkind": "numbered", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:19.257+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "a77e10d6-27ff-4f81-a792-c5a8ea7ef2ea", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.4, "x": 0.02, "y": 0.95 }, "kind": "other", "text": "Source: Values and Alignment Survey of BPS central office staff (n=72)", "attrs": null, "canon": { "kind": { "name": "Other", "slug": "other", "status": "active", "canonId": "019de52c-fa90-743c-8bf6-20d1fbe82b6d", "version": 1, "description": "Fallback when no canonical kind applies." }, "tool": null, "subkind": null, "framework": null }, "subkind": "source-note", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:19.257+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "07f739a1-9eda-42da-82f7-d2e368f5d90a", "parentComponentId": null }, { "bbox": { "h": 0.1, "w": 0.8, "x": 0.05, "y": 0.05 }, "kind": "title", "text": "Values survey reveals there is a desire for more accountability and less bureaucracy in the Central Office", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:19.257+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "bec27a26-0b93-4e3c-893c-e0adb96b50fc", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [ { "matchId": "948b259a-f569-4611-85bd-1222469f650d", "evidence": "Comparison of current vs desired values", "framework": null, "confidence": 0.9, "extraction": { "at": "2026-07-16 19:36:19.257+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 161, "frameworkName": "gap-analysis" } ], "arcBeats": [], "loops": [], "locked": true }, { "page": 162, "type": "resolution", "title": "The slide uses qualitative quotes alongside quantitative survey data to illustrate a disconnect between departmental and district-level goal clarity.", "function": "analyze_data", "rawType": "key_takeaways", "block": null, "metadata": { "slideType": "key_takeaways", "slideTypeCanon": { "name": "Key takeaways", "slug": "key_takeaways", "status": "active", "canonId": "019de52d-06e7-7674-a891-9f7de3b11b6d", "version": 1, "description": null }, "function": "analyze_data", "functionCanon": { "name": "Analyze data", "slug": "analyze_data", "status": "active", "canonId": "019de52d-1590-7413-8c82-cc218cff40b4", "version": 1, "description": null }, "density": "overcrowded", "densityScore": 83, "componentCount": 7, "textChars": 721, "nDataPoints": 15, "notes": "The slide uses qualitative quotes alongside quantitative survey data to illustrate a disconnect between departmental and district-level goal clarity.", "elementsJson": null, "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "at": "2026-07-16 19:36:19.41+00", "seconds": 3.458, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019f6b8e-e3f2-73cd-ba44-d930e8bf3977/162", "deck": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977", "deckAnchor": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977#slide-162", "deckJson": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977.json" }, "components": [ { "bbox": { "h": 0.75, "w": 0.48, "x": 0.5, "y": 0.15 }, "kind": "chart", "text": "Results from BPS Central Office Survey", "attrs": null, "canon": { "kind": { "name": "Chart", "slug": "chart", "status": "active", "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8", "version": 1, "description": "Quantitative chart." }, "tool": null, "subkind": { "name": "Vertical bar chart", "slug": "bar-vertical", "status": "active", "canonId": "019de52c-fe9d-70f2-b3b7-a9ae294f5917", "version": 1, "description": null }, "framework": null }, "subkind": "bar-vertical", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:19.41+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "00ed14e6-16a7-4373-a2bd-66a1cf7112e1", "parentComponentId": null }, { "bbox": { "h": 0.45, "w": 0.45, "x": 0.02, "y": 0.41 }, "kind": "list", "text": "Strengths: Employees well aligned with departmental goals; departments tie goals to district goals. Areas for improvement: No consensus on district goals; poor collaboration on shared goals.", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:19.41+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "c48e7df0-8956-4795-92a9-3daa0b5c70eb", "parentComponentId": null }, { "bbox": { "h": 0.1, "w": 0.45, "x": 0.02, "y": 0.16 }, "kind": "quote", "text": "When we set our goals as a department, we make sure that we start with the district's goals and then determine what ours should be.", "attrs": null, "canon": { "kind": { "name": "Quote", "slug": "quote", "status": "active", "canonId": "019de52c-f8fb-751e-8bc6-d58e2d59562a", "version": 1, "description": "Pull quote or testimonial." }, "tool": null, "subkind": { "name": "Testimonial", "slug": "testimonial", "status": "active", "canonId": "019de52c-fc21-71b6-9ac3-8266a64945e8", "version": 1, "description": null }, "framework": null }, "subkind": "testimonial", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:19.41+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "8ca77538-76a9-4eaf-bb7d-446b2b5bbcf5", "parentComponentId": null }, { "bbox": { "h": 0.12, "w": 0.45, "x": 0.02, "y": 0.27 }, "kind": "quote", "text": "I don't even know what the district's or superintendent's goals are [...] it's too unclear. Our only mission ... is to avoid lawsuits.", "attrs": null, "canon": { "kind": { "name": "Quote", "slug": "quote", "status": "active", "canonId": "019de52c-f8fb-751e-8bc6-d58e2d59562a", "version": 1, "description": "Pull quote or testimonial." }, "tool": null, "subkind": { "name": "Testimonial", "slug": "testimonial", "status": "active", "canonId": "019de52c-fc21-71b6-9ac3-8266a64945e8", "version": 1, "description": null }, "framework": null }, "subkind": "testimonial", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:19.41+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "e5352c3a-0401-4ae2-88ec-bc229ddb277f", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.3, "x": 0.02, "y": 0.95 }, "kind": "source-note", "text": "Source: Values and Alignment Survey (n=72); One-on-one Cabinet Leader interviews", "attrs": null, "canon": { "kind": { "name": "Source note", "slug": "source-note", "status": "active", "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948", "version": 1, "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": "source-note", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:19.41+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "d5bae2c0-6104-4a4a-9cb5-4e72b316301b", "parentComponentId": null }, { "bbox": { "h": 0.08, "w": 0.85, "x": 0.02, "y": 0.07 }, "kind": "title", "text": "Goal alignment within departments is strong, but there is not strong consensus on what the district's goals are", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Action title", "slug": "action-title", "status": "active", "canonId": "019de52c-fb31-734c-a0f5-a3935b73135d", "version": 1, "description": null }, "framework": null }, "subkind": "action-title", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:19.41+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "2e111cb3-f67e-4c17-84a7-b5e29aa11e69", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.4, "x": 0.02, "y": 0.03 }, "kind": "title", "text": "DISTRICT ORGANIZATION AND PERFORMANCE", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:19.41+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "5c93fe71-2ab7-42bb-a511-2f61edddf89c", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [ { "matchId": "84cfc463-6888-4710-a707-8ea118e9dbbc", "evidence": "The title explicitly states the takeaway of the slide.", "framework": null, "confidence": 1, "extraction": { "at": "2026-07-16 19:36:19.41+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 162, "frameworkName": "action-titles" } ], "arcBeats": [], "loops": [], "locked": true }, { "page": 163, "type": "resolution", "title": "Includes a direct quote from a Cabinet Department leader illustrating the disconnect between data collection and strategic use.", "function": "analyze_data", "rawType": "key_takeaways", "block": null, "metadata": { "slideType": "key_takeaways", "slideTypeCanon": { "name": "Key takeaways", "slug": "key_takeaways", "status": "active", "canonId": "019de52d-06e7-7674-a891-9f7de3b11b6d", "version": 1, "description": null }, "function": "analyze_data", "functionCanon": { "name": "Analyze data", "slug": "analyze_data", "status": "active", "canonId": "019de52d-1590-7413-8c82-cc218cff40b4", "version": 1, "description": null }, "density": "overcrowded", "densityScore": 81, "componentCount": 7, "textChars": 618, "nDataPoints": 10, "notes": "Includes a direct quote from a Cabinet Department leader illustrating the disconnect between data collection and strategic use.", "elementsJson": null, "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "at": "2026-07-16 19:36:19.389+00", "seconds": 2.836, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019f6b8e-e3f2-73cd-ba44-d930e8bf3977/163", "deck": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977", "deckAnchor": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977#slide-163", "deckJson": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977.json" }, "components": [ { "bbox": { "h": 0.35, "w": 0.45, "x": 0.02, "y": 0.55 }, "kind": "chart", "text": "Departmental KPIs are actively used to make changes in department's strategy to better reach goals", "attrs": null, "canon": { "kind": { "name": "Chart", "slug": "chart", "status": "active", "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8", "version": 1, "description": "Quantitative chart." }, "tool": null, "subkind": { "name": "Vertical bar chart", "slug": "bar-vertical", "status": "active", "canonId": "019de52c-fe9d-70f2-b3b7-a9ae294f5917", "version": 1, "description": null }, "framework": null }, "subkind": "bar-vertical", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:19.389+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "28ccf319-670d-43a4-885f-0d6a477b2650", "parentComponentId": null }, { "bbox": { "h": 0.35, "w": 0.45, "x": 0.02, "y": 0.15 }, "kind": "chart", "text": "Departmental KPIs are used to reflect department's progress and effectiveness", "attrs": null, "canon": { "kind": { "name": "Chart", "slug": "chart", "status": "active", "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8", "version": 1, "description": "Quantitative chart." }, "tool": null, "subkind": { "name": "Vertical bar chart", "slug": "bar-vertical", "status": "active", "canonId": "019de52c-fe9d-70f2-b3b7-a9ae294f5917", "version": 1, "description": null }, "framework": null }, "subkind": "bar-vertical", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:19.389+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "49a1eec2-4a03-4c97-99ba-092e193c9e93", "parentComponentId": null }, { "bbox": { "h": 0.6, "w": 0.5, "x": 0.48, "y": 0.15 }, "kind": "list", "text": "Strengths, Areas for improvement, and Great examples in departments", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:19.389+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "891301d7-63d4-4601-8fa5-8c90a0ce844a", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.4, "x": 0.02, "y": 0.95 }, "kind": "other", "text": "Source: Values and Alignment Survey (n=72); One-on-one Cabinet Leader interviews", "attrs": null, "canon": { "kind": { "name": "Other", "slug": "other", "status": "active", "canonId": "019de52c-fa90-743c-8bf6-20d1fbe82b6d", "version": 1, "description": "Fallback when no canonical kind applies." }, "tool": null, "subkind": null, "framework": null }, "subkind": "source-note", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:19.389+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "90e9bac7-56de-4132-867d-f55067f549ce", "parentComponentId": null }, { "bbox": { "h": 0.1, "w": 0.5, "x": 0.48, "y": 0.8 }, "kind": "quote", "text": "We collect data, but we don't use it for strategy; we know our strategy is good because everyone on my team agrees and knows it's good.", "attrs": null, "canon": { "kind": { "name": "Quote", "slug": "quote", "status": "active", "canonId": "019de52c-f8fb-751e-8bc6-d58e2d59562a", "version": 1, "description": "Pull quote or testimonial." }, "tool": null, "subkind": { "name": "Testimonial", "slug": "testimonial", "status": "active", "canonId": "019de52c-fc21-71b6-9ac3-8266a64945e8", "version": 1, "description": null }, "framework": null }, "subkind": "testimonial", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:19.389+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "c19e08d5-05f0-45b2-b558-17a62c768da6", "parentComponentId": null }, { "bbox": { "h": 0.08, "w": 0.9, "x": 0.02, "y": 0.06 }, "kind": "title", "text": "While every department collects data, few are collecting meaningful data and using it to inform decision-making and strategy", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Action title", "slug": "action-title", "status": "active", "canonId": "019de52c-fb31-734c-a0f5-a3935b73135d", "version": 1, "description": null }, "framework": null }, "subkind": "action-title", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:19.389+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "e50809de-c110-492e-88c1-8c5195998439", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.4, "x": 0.02, "y": 0.02 }, "kind": "title", "text": "DISTRICT ORGANIZATION AND PERFORMANCE", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:19.389+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "afd5ea50-1bc6-45f4-924e-8d1395633739", "parentComponentId": null } ], "metrics": [], "tools": [ { "tool": { "name": "List presentation", "slug": "list-presentation", "status": "active", "bestFor": null, "canonId": "019dd9e1-4ef7-777d-ba68-9074c2b3bcf1", "version": 1, "bodyDocId": null, "description": "Bulleted, numbered, or checklist enumerations.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "7b78b004-762d-45f4-9bdc-de8f0c72d9e3", "evidence": "list/bullet: Strengths, Areas for improvement, and Great examples in departments", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.8, "extraction": { "at": "2026-07-17 02:11:43.211968+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 163, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null } ], "frameworks": [ { "matchId": "c94ce0ce-8d4f-4f97-8ad8-7c1104e2f715", "evidence": "The headline is a full sentence summarizing the slide's takeaway.", "framework": null, "confidence": 1, "extraction": { "at": "2026-07-16 19:36:19.389+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 163, "frameworkName": "action-titles" } ], "arcBeats": [], "loops": [], "locked": true }, { "page": 164, "type": "tension", "title": "The slide uses a mix of qualitative quotes and quantitative survey results to illustrate organizational fragmentation.", "function": "frame_problem", "rawType": "problem_statement", "block": null, "metadata": { "slideType": "problem_statement", "slideTypeCanon": { "name": "Problem statement", "slug": "problem_statement", "status": "active", "canonId": "019de52d-0879-768d-bba8-8da8a5a121d4", "version": 1, "description": null }, "function": "frame_problem", "functionCanon": { "name": "Frame problem", "slug": "frame_problem", "status": "active", "canonId": "019de52d-13db-753e-ad70-e9b2d0dab398", "version": 1, "description": null }, "density": "overcrowded", "densityScore": 87, "componentCount": 8, "textChars": 808, "nDataPoints": 7, "notes": "The slide uses a mix of qualitative quotes and quantitative survey results to illustrate organizational fragmentation.", "elementsJson": null, "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "at": "2026-07-16 19:36:19.895+00", "seconds": 3.286, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019f6b8e-e3f2-73cd-ba44-d930e8bf3977/164", "deck": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977", "deckAnchor": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977#slide-164", "deckJson": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977.json" }, "components": [ { "bbox": { "h": 0.3, "w": 0.45, "x": 0.52, "y": 0.55 }, "kind": "chart", "text": "Employees in my department receive exceptional training and professional development", "attrs": null, "canon": { "kind": { "name": "Chart", "slug": "chart", "status": "active", "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8", "version": 1, "description": "Quantitative chart." }, "tool": null, "subkind": { "name": "Vertical bar chart", "slug": "bar-vertical", "status": "active", "canonId": "019de52c-fe9d-70f2-b3b7-a9ae294f5917", "version": 1, "description": null }, "framework": null }, "subkind": "bar-vertical", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:19.895+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "6b2a8a52-c5b7-4027-b4c6-373de519f930", "parentComponentId": null }, { "bbox": { "h": 0.15, "w": 0.4, "x": 0.52, "y": 0.25 }, "kind": "chart", "text": "Descriptions of departmental on-boarding", "attrs": null, "canon": { "kind": { "name": "Chart", "slug": "chart", "status": "active", "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8", "version": 1, "description": "Quantitative chart." }, "tool": null, "subkind": { "name": "Pie chart", "slug": "pie", "status": "active", "canonId": "019de52c-ffdb-71bb-a800-5c5ab9f1c373", "version": 1, "description": null }, "framework": null }, "subkind": "pie", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:19.895+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "a589ee8a-85c4-4089-bf73-4a1f948a6453", "parentComponentId": null }, { "bbox": { "h": 0.45, "w": 0.45, "x": 0.02, "y": 0.41 }, "kind": "list", "text": "Strengths: Every department offers some form of professional development. Areas for improvement: No formal on-boarding, lack of collaboration, lack of time. Great examples: Engagement program.", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:19.895+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "17b55806-33c5-4533-8359-f0104f2e3b22", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.4, "x": 0.02, "y": 0.95 }, "kind": "other", "text": "Source: Values and Alignment Survey (n=72); One-on-one Cabinet Leader interviews", "attrs": null, "canon": { "kind": { "name": "Other", "slug": "other", "status": "active", "canonId": "019de52c-fa90-743c-8bf6-20d1fbe82b6d", "version": 1, "description": "Fallback when no canonical kind applies." }, "tool": null, "subkind": null, "framework": null }, "subkind": "source-note", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:19.895+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "12c7b92f-61ec-4fa9-8ba6-3b10ad1a46f9", "parentComponentId": null }, { "bbox": { "h": 0.08, "w": 0.45, "x": 0.02, "y": 0.28 }, "kind": "quote", "text": "Since I receive no support and I don't know that it is worth my time, an employee's professional development is his/her own responsibility", "attrs": null, "canon": { "kind": { "name": "Quote", "slug": "quote", "status": "active", "canonId": "019de52c-f8fb-751e-8bc6-d58e2d59562a", "version": 1, "description": "Pull quote or testimonial." }, "tool": null, "subkind": { "name": "Testimonial", "slug": "testimonial", "status": "active", "canonId": "019de52c-fc21-71b6-9ac3-8266a64945e8", "version": 1, "description": null }, "framework": null }, "subkind": "testimonial", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:19.895+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "009c133e-1158-453c-98fe-00d4afec5eba", "parentComponentId": null }, { "bbox": { "h": 0.08, "w": 0.45, "x": 0.02, "y": 0.16 }, "kind": "quote", "text": "I know Human Capital needs to focus on teachers, but somebody needs to focus on training and retaining my people, too!", "attrs": null, "canon": { "kind": { "name": "Quote", "slug": "quote", "status": "active", "canonId": "019de52c-f8fb-751e-8bc6-d58e2d59562a", "version": 1, "description": "Pull quote or testimonial." }, "tool": null, "subkind": { "name": "Testimonial", "slug": "testimonial", "status": "active", "canonId": "019de52c-fc21-71b6-9ac3-8266a64945e8", "version": 1, "description": null }, "framework": null }, "subkind": "testimonial", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:19.895+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "57fb3031-1e6b-46f5-aa44-f86514434ba3", "parentComponentId": null }, { "bbox": { "h": 0.08, "w": 0.85, "x": 0.02, "y": 0.07 }, "kind": "title", "text": "On-boarding is decentralized and inconsistent, and professional development is addressed differently by each department", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Action title", "slug": "action-title", "status": "active", "canonId": "019de52c-fb31-734c-a0f5-a3935b73135d", "version": 1, "description": null }, "framework": null }, "subkind": "action-title", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:19.895+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "e5380256-7aa6-45da-9c9f-1be4aadbc3be", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.4, "x": 0.02, "y": 0.03 }, "kind": "title", "text": "DISTRICT ORGANIZATION AND PERFORMANCE", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:19.895+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "6c5239d1-8d25-4c24-8b03-20c00ce2ac81", "parentComponentId": null } ], "metrics": [], "tools": [ { "tool": { "name": "Problem Statement Canvas", "slug": "problem-statement-canvas", "status": "active", "bestFor": null, "canonId": "019dd956-839d-744b-ad11-9bf3e3642a18", "version": 1, "bodyDocId": null, "description": "Structured definition of the problem: What? Who? Where? When? Scale?", "familyLabel": null, "categoryName": "Block", "categorySlug": "block" }, "agent": "Architect", "layer": "slide", "agents": [ "Architect" ], "matchId": "da74bd15-aca0-444e-9f26-288ac0271b33", "evidence": "quote/testimonial: Since I receive no support and I don't know that it is worth my time, an employee's professional development is his/her own responsibility", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.7, "extraction": { "at": "2026-07-17 02:11:43.284889+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 164, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null } ], "frameworks": [], "arcBeats": [], "loops": [], "locked": true }, { "page": 165, "type": "tension", "title": "Includes survey data visualization and direct quotes from Cabinet Department leaders.", "function": "frame_problem", "rawType": "problem_statement", "block": null, "metadata": { "slideType": "problem_statement", "slideTypeCanon": { "name": "Problem statement", "slug": "problem_statement", "status": "active", "canonId": "019de52d-0879-768d-bba8-8da8a5a121d4", "version": 1, "description": null }, "function": "frame_problem", "functionCanon": { "name": "Frame problem", "slug": "frame_problem", "status": "active", "canonId": "019de52d-13db-753e-ad70-e9b2d0dab398", "version": 1, "description": null }, "density": "overcrowded", "densityScore": 80, "componentCount": 7, "textChars": 565, "nDataPoints": 16, "notes": "Includes survey data visualization and direct quotes from Cabinet Department leaders.", "elementsJson": null, "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "at": "2026-07-16 19:36:19.711+00", "seconds": 3.005, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019f6b8e-e3f2-73cd-ba44-d930e8bf3977/165", "deck": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977", "deckAnchor": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977#slide-165", "deckJson": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977.json" }, "components": [ { "bbox": { "h": 0.75, "w": 0.46, "x": 0.02, "y": 0.15 }, "kind": "chart", "text": "Results from BPS Central Office Survey", "attrs": null, "canon": { "kind": { "name": "Chart", "slug": "chart", "status": "active", "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8", "version": 1, "description": "Quantitative chart." }, "tool": null, "subkind": { "name": "Grouped bar chart", "slug": "bar-grouped", "status": "active", "canonId": "019de52c-ff3b-751e-a8ff-f21ff11097b1", "version": 1, "description": null }, "framework": null }, "subkind": "bar-grouped", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:19.711+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "010f771a-d744-4a85-a8af-e2f47e9f0047", "parentComponentId": null }, { "bbox": { "h": 0.55, "w": 0.49, "x": 0.49, "y": 0.15 }, "kind": "list", "text": "Strengths, Areas for improvement, and Great examples in departments", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:19.711+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "0fc367b7-7208-4dc2-9cea-3b8f70d99cf8", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.4, "x": 0.02, "y": 0.95 }, "kind": "other", "text": "Source: Values and Alignment Survey (n=72); One-on-one Cabinet Leader interviews", "attrs": null, "canon": { "kind": { "name": "Other", "slug": "other", "status": "active", "canonId": "019de52c-fa90-743c-8bf6-20d1fbe82b6d", "version": 1, "description": "Fallback when no canonical kind applies." }, "tool": null, "subkind": null, "framework": null }, "subkind": "source-note", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:19.711+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "be8783b5-0db5-4f11-a299-68116c56459f", "parentComponentId": null }, { "bbox": { "h": 0.08, "w": 0.49, "x": 0.49, "y": 0.72 }, "kind": "quote", "text": "I feel like I have never received meaningful feedback and I've not once been evaluated since starting my job.", "attrs": null, "canon": { "kind": { "name": "Quote", "slug": "quote", "status": "active", "canonId": "019de52c-f8fb-751e-8bc6-d58e2d59562a", "version": 1, "description": "Pull quote or testimonial." }, "tool": null, "subkind": { "name": "Testimonial", "slug": "testimonial", "status": "active", "canonId": "019de52c-fc21-71b6-9ac3-8266a64945e8", "version": 1, "description": null }, "framework": null }, "subkind": "testimonial", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:19.711+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "5b2414c4-a339-4fc6-98ee-0eaeb30e854c", "parentComponentId": null }, { "bbox": { "h": 0.08, "w": 0.49, "x": 0.49, "y": 0.82 }, "kind": "quote", "text": "I use the evaluation because I have to but it does not make sense for my people and is a worthless exercise.", "attrs": null, "canon": { "kind": { "name": "Quote", "slug": "quote", "status": "active", "canonId": "019de52c-f8fb-751e-8bc6-d58e2d59562a", "version": 1, "description": "Pull quote or testimonial." }, "tool": null, "subkind": { "name": "Testimonial", "slug": "testimonial", "status": "active", "canonId": "019de52c-fc21-71b6-9ac3-8266a64945e8", "version": 1, "description": null }, "framework": null }, "subkind": "testimonial", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:19.711+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "931f8e06-4f87-44ac-a881-8da25d099369", "parentComponentId": null }, { "bbox": { "h": 0.08, "w": 0.9, "x": 0.02, "y": 0.06 }, "kind": "title", "text": "While informal feedback is strong in departments, a strong culture of feedback and evaluation is missing in the Central Office", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Action title", "slug": "action-title", "status": "active", "canonId": "019de52c-fb31-734c-a0f5-a3935b73135d", "version": 1, "description": null }, "framework": null }, "subkind": "action-title", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:19.711+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "8582f328-3c84-4f5d-ac9e-090cc0e5b44d", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.4, "x": 0.02, "y": 0.02 }, "kind": "title", "text": "DISTRICT ORGANIZATION AND PERFORMANCE", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:19.711+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "cdad0ce1-13e9-428f-90a0-8ee5136d570d", "parentComponentId": null } ], "metrics": [], "tools": [ { "tool": { "name": "Problem Statement Canvas", "slug": "problem-statement-canvas", "status": "active", "bestFor": null, "canonId": "019dd956-839d-744b-ad11-9bf3e3642a18", "version": 1, "bodyDocId": null, "description": "Structured definition of the problem: What? Who? Where? When? Scale?", "familyLabel": null, "categoryName": "Block", "categorySlug": "block" }, "agent": "Architect", "layer": "slide", "agents": [ "Architect" ], "matchId": "a455cb20-540b-4832-bd1e-abe32655f2c4", "evidence": "quote/testimonial: I feel like I have never received meaningful feedback and I've not once been evaluated since starting my job.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.7, "extraction": { "at": "2026-07-17 02:11:43.359287+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 165, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null } ], "frameworks": [], "arcBeats": [], "loops": [], "locked": true }, { "page": 166, "type": "resolution", "title": "The slide uses a simple bulleted list to contrast benefits for two distinct stakeholder groups.", "function": "summarize", "rawType": "key_takeaways", "block": null, "metadata": { "slideType": "key_takeaways", "slideTypeCanon": { "name": "Key takeaways", "slug": "key_takeaways", "status": "active", "canonId": "019de52d-06e7-7674-a891-9f7de3b11b6d", "version": 1, "description": null }, "function": "summarize", "functionCanon": { "name": "Summarize", "slug": "summarize", "status": "active", "canonId": "019de52d-1541-704f-b86f-bf7b75056373", "version": 1, "description": null }, "density": "balanced", "densityScore": 42, "componentCount": 4, "textChars": 374, "nDataPoints": 0, "notes": "The slide uses a simple bulleted list to contrast benefits for two distinct stakeholder groups.", "elementsJson": null, "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "at": "2026-07-16 19:36:19.884+00", "seconds": 3.164, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019f6b8e-e3f2-73cd-ba44-d930e8bf3977/166", "deck": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977", "deckAnchor": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977#slide-166", "deckJson": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977.json" }, "components": [ { "bbox": { "h": 0.65, "w": 0.62, "x": 0.19, "y": 0.0019 }, "kind": "callout", "text": "Long-term potential impact", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": null, "subkind": { "name": "Primary callout", "slug": "primary", "status": "active", "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d", "version": 1, "description": null }, "framework": null }, "subkind": "primary", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:19.884+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "085f88c7-db81-402e-a178-c2f646ea7978", "parentComponentId": null }, { "bbox": { "h": 0.5, "w": 0.6, "x": 0.2, "y": 0.0023 }, "kind": "list", "text": "Central Office Staff: Clearer role descriptions, goals, and reporting structures; Tighter alignment with district goals; Stronger professional development. Students, Parents, and Teachers: Clearer points of contact; No students falling through cracks.", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:19.884+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "7f89c6c9-fc2f-4a8b-af75-9e6ee3c95649", "parentComponentId": null }, { "bbox": { "h": 0.04, "w": 0.65, "x": 0.12, "y": 0.09 }, "kind": "title", "text": "An improved organization will benefit BPS staff and students", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Action title", "slug": "action-title", "status": "active", "canonId": "019de52c-fb31-734c-a0f5-a3935b73135d", "version": 1, "description": null }, "framework": null }, "subkind": "action-title", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:19.884+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "f6d1e27d-13d2-4336-bf2b-fc16c4826dd2", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.35, "x": 0.12, "y": 0.05 }, "kind": "title", "text": "DISTRICT ORGANIZATION AND PERFORMANCE", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:19.884+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "5aa62b18-8dd1-4248-829f-94be58b8b5c1", "parentComponentId": null } ], "metrics": [], "tools": [ { "tool": { "name": "List presentation", "slug": "list-presentation", "status": "active", "bestFor": null, "canonId": "019dd9e1-4ef7-777d-ba68-9074c2b3bcf1", "version": 1, "bodyDocId": null, "description": "Bulleted, numbered, or checklist enumerations.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "b1259bf8-4c2e-4f2b-a05d-08b40b5590bc", "evidence": "list/bullet: Central Office Staff: Clearer role descriptions, goals, and reporting structures; Tighter alignment with district goals; Stronger professional development.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.8, "extraction": { "at": "2026-07-17 02:11:43.433746+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 166, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null } ], "frameworks": [], "arcBeats": [], "loops": [], "locked": true }, { "page": 167, "type": "setup", "function": "front_matter", "rawType": "table_of_contents", "block": null, "metadata": { "slideType": "table_of_contents", "slideTypeCanon": { "name": "Table of contents", "slug": "table_of_contents", "status": "active", "canonId": "019de52d-0643-721b-9b85-69676bb85cf8", "version": 1, "description": null }, "function": "front_matter", "functionCanon": { "name": "Front matter", "slug": "front_matter", "status": "active", "canonId": "019de52d-133d-73f0-9e26-201eda96b098", "version": 1, "description": null }, "density": "sparse", "densityScore": 22, "componentCount": 2, "textChars": 317, "nDataPoints": 0, "notes": null, "elementsJson": null, "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "at": "2026-07-16 19:36:19.469+00", "seconds": 1.827, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019f6b8e-e3f2-73cd-ba44-d930e8bf3977/167", "deck": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977", "deckAnchor": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977#slide-167", "deckJson": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977.json" }, "components": [ { "bbox": { "h": 0.85, "w": 0.335, "x": 0.358, "y": 0.042 }, "kind": "list", "text": "Executive summary\nSystem overview\nPhase I: Scan of 25 RFP areas\nPhase II: Area deep dives\n- District overextension\n- Special education\n- Organizational effectiveness\n- Other operational areas\n- Food services\n- Professional development\n- Transportation\n- Maintenance\nPhase III: Capturing opportunities\nAppendix", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:19.469+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "761845be-8d43-4a9d-9b32-66619942e7cd", "parentComponentId": null }, { "bbox": { "h": 0.04, "w": 0.13, "x": 0.12, "y": 0.04 }, "kind": "title", "text": "Contents", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:19.469+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "32772829-2e10-481b-b942-4fe41e1d7c3f", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [], "arcBeats": [], "loops": [], "locked": true }, { "page": 168, "type": "appendix", "title": "The slide uses a structured table format to present operational improvement opportunities.", "function": "analyze_data", "rawType": "other", "block": null, "metadata": { "slideType": "other", "slideTypeCanon": { "name": "Other (fallback)", "slug": "other", "status": "active", "canonId": "019de52d-0af5-71ed-83de-d51ae245fc43", "version": 1, "description": null }, "function": "analyze_data", "functionCanon": { "name": "Analyze data", "slug": "analyze_data", "status": "active", "canonId": "019de52d-1590-7413-8c82-cc218cff40b4", "version": 1, "description": null }, "density": "balanced", "densityScore": 48, "componentCount": 4, "textChars": 356, "nDataPoints": 6, "notes": "The slide uses a structured table format to present operational improvement opportunities.", "elementsJson": null, "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "at": "2026-07-16 19:36:19.988+00", "seconds": 2.343, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019f6b8e-e3f2-73cd-ba44-d930e8bf3977/168", "deck": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977", "deckAnchor": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977#slide-168", "deckJson": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977.json" }, "components": [ { "bbox": { "h": 0.75, "w": 0.24, "x": 0.74, "y": 0.15 }, "kind": "callout", "text": "In addition to cost savings, a review in these areas could yield: Better food options for kids, Better PD for schools, Fewer BPS bus lines, Improved building maintenance.", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": null, "subkind": { "name": "Primary callout", "slug": "primary", "status": "active", "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d", "version": 1, "description": null }, "framework": null }, "subkind": "primary", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:19.988+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "39b7a043-e658-4781-a4af-f073d31229a3", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.1, "x": 0.02, "y": 0.95 }, "kind": "other", "text": "Source: BPS data", "attrs": null, "canon": { "kind": { "name": "Other", "slug": "other", "status": "active", "canonId": "019de52c-fa90-743c-8bf6-20d1fbe82b6d", "version": 1, "description": "Fallback when no canonical kind applies." }, "tool": null, "subkind": null, "framework": null }, "subkind": "source-note", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:19.988+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "ac9ff3e7-8be4-4052-9b0f-7681708eaff6", "parentComponentId": null }, { "bbox": { "h": 0.75, "w": 0.96, "x": 0.02, "y": 0.15 }, "kind": "table", "text": "Food services, Personnel, Transportation, Maintenance, Description, Savings opportunities, $ Millions per year", "attrs": null, "canon": { "kind": { "name": "Table", "slug": "table", "status": "active", "canonId": "019de52c-f9c8-7148-8119-eaac9594cd28", "version": 1, "description": "Tabular data layout." }, "tool": null, "subkind": { "name": "Data table", "slug": "data", "status": "active", "canonId": "019de52d-02d5-75b8-8abf-88e92bf63569", "version": 1, "description": null }, "framework": null }, "subkind": "data", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:19.988+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "be35caf6-6b26-4156-8c8f-fce8ae92506c", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.8, "x": 0.02, "y": 0.04 }, "kind": "title", "text": "BPS has other areas where focus could amount to cost savings", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:19.988+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "a66c6b12-95e7-4f63-9fef-9a6929062978", "parentComponentId": null } ], "metrics": [], "tools": [ { "tool": { "name": "Table data", "slug": "table-data", "status": "active", "bestFor": null, "canonId": "019dd9e1-4fab-7168-a82f-b847350a006d", "version": 1, "bodyDocId": null, "description": "Tabular layouts of structured data.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "93e235e0-64ac-4f44-a468-28f7ce23f345", "evidence": "table/data: Food services, Personnel, Transportation, Maintenance, Description, Savings opportunities, $ Millions per year", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.8, "extraction": { "at": "2026-07-17 02:11:43.543794+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 168, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null } ], "frameworks": [], "arcBeats": [], "loops": [], "locked": true }, { "page": 169, "type": "setup", "function": "front_matter", "rawType": "table_of_contents", "block": null, "metadata": { "slideType": "table_of_contents", "slideTypeCanon": { "name": "Table of contents", "slug": "table_of_contents", "status": "active", "canonId": "019de52d-0643-721b-9b85-69676bb85cf8", "version": 1, "description": null }, "function": "front_matter", "functionCanon": { "name": "Front matter", "slug": "front_matter", "status": "active", "canonId": "019de52d-133d-73f0-9e26-201eda96b098", "version": 1, "description": null }, "density": "balanced", "densityScore": 26, "componentCount": 2, "textChars": 301, "nDataPoints": 1, "notes": null, "elementsJson": null, "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "at": "2026-07-16 19:36:19.972+00", "seconds": 1.917, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019f6b8e-e3f2-73cd-ba44-d930e8bf3977/169", "deck": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977", "deckAnchor": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977#slide-169", "deckJson": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977.json" }, "components": [ { "bbox": { "h": 0.865, "w": 0.335, "x": 0.358, "y": 0.044 }, "kind": "list", "text": "Executive summary\nSystem overview\nPhase I: Scan of 25 RFP areas\nPhase II: Area deep dives\nDistrict overextension\nSpecial education\nOrganizational effectiveness\nOther operational areas\nFood services\nProfessional development\nTransportation\nMaintenance\nPhase III: Capturing opportunities\nAppendix", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:19.972+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "c9ed0b6f-18a3-4463-843f-30a14c81450c", "parentComponentId": null }, { "bbox": { "h": 0.04, "w": 0.12, "x": 0.09, "y": 0.04 }, "kind": "title", "text": "Contents", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:19.972+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "60ec737e-5b46-45be-88cb-bef92118cd88", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [], "arcBeats": [], "loops": [], "locked": true }, { "page": 170, "type": "setup", "title": "The slide uses two horizontal bar charts to compare performance metrics across districts, with 'Boston' highlighted in yellow.", "function": "compare_peers", "rawType": "peer_benchmark", "block": null, "metadata": { "slideType": "peer_benchmark", "slideTypeCanon": { "name": "Peer benchmark", "slug": "peer_benchmark", "status": "active", "canonId": "019de52d-08f0-7158-a78d-d7b5331fefaf", "version": 1, "description": null }, "function": "compare_peers", "functionCanon": { "name": "Compare peers", "slug": "compare_peers", "status": "active", "canonId": "019de52d-1453-72ba-a367-9ba3d34c1630", "version": 1, "description": null }, "density": "dense", "densityScore": 73, "componentCount": 7, "textChars": 339, "nDataPoints": 80, "notes": "The slide uses two horizontal bar charts to compare performance metrics across districts, with 'Boston' highlighted in yellow.", "elementsJson": null, "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "at": "2026-07-16 19:36:21.173+00", "seconds": 2.837, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019f6b8e-e3f2-73cd-ba44-d930e8bf3977/170", "deck": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977", "deckAnchor": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977#slide-170", "deckJson": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977.json" }, "components": [ { "bbox": { "h": 0.15, "w": 0.13, "x": 0.85, "y": 0.44 }, "kind": "callout", "text": "BPS is not getting the data tracking it needs to be successful and drive revenues", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": null, "subkind": { "name": "Primary callout", "slug": "primary", "status": "active", "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d", "version": 1, "description": null }, "framework": null }, "subkind": "primary", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:21.173+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "5b933499-53b6-4c68-95c3-c19d05e87ec5", "parentComponentId": null }, { "bbox": { "h": 0.04, "w": 0.25, "x": 0.13, "y": 0.85 }, "kind": "callout", "text": "BPS has gotten costs down on a per meal basis", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": null, "subkind": { "name": "Primary callout", "slug": "primary", "status": "active", "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d", "version": 1, "description": null }, "framework": null }, "subkind": "primary", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:21.173+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "7ecb9370-ed2c-4078-bd04-00f84a1a9e49", "parentComponentId": null }, { "bbox": { "h": 0.75, "w": 0.48, "x": 0.01, "y": 0.13 }, "kind": "chart", "text": "Cost per meal", "attrs": null, "canon": { "kind": { "name": "Chart", "slug": "chart", "status": "active", "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8", "version": 1, "description": "Quantitative chart." }, "tool": null, "subkind": { "name": "Horizontal bar chart", "slug": "bar-horizontal", "status": "active", "canonId": "019de52c-fec4-7221-986b-1cb5f5e84b1f", "version": 1, "description": null }, "framework": null }, "subkind": "bar-horizontal", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:21.173+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "74ac04ec-3321-410c-8ab2-67168b8a337e", "parentComponentId": null }, { "bbox": { "h": 0.75, "w": 0.48, "x": 0.5, "y": 0.13 }, "kind": "chart", "text": "Food services costs", "attrs": null, "canon": { "kind": { "name": "Chart", "slug": "chart", "status": "active", "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8", "version": 1, "description": "Quantitative chart." }, "tool": null, "subkind": { "name": "Horizontal bar chart", "slug": "bar-horizontal", "status": "active", "canonId": "019de52c-fec4-7221-986b-1cb5f5e84b1f", "version": 1, "description": null }, "framework": null }, "subkind": "bar-horizontal", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:21.173+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "946e8421-1c5b-4326-aa16-007ee9a73bc3", "parentComponentId": null }, { "bbox": { "h": 0.08, "w": 0.08, "x": 0.85, "y": 0.18 }, "kind": "legend", "text": "Boston, Districts, Median", "attrs": null, "canon": { "kind": { "name": "Legend", "slug": "legend", "status": "active", "canonId": "31361933-3d22-4c70-bbad-0801e9fffc0c", "version": 1, "description": "Color/symbol decoder placed adjacent to a chart or diagram." }, "tool": null, "subkind": null, "framework": null }, "subkind": "legend", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:21.173+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "024a810c-e242-4779-ac5a-3a2babf92579", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.5, "x": 0.01, "y": 0.95 }, "kind": "other", "text": "Source: Operations department performance management; Council of Great City Schools", "attrs": null, "canon": { "kind": { "name": "Other", "slug": "other", "status": "active", "canonId": "019de52c-fa90-743c-8bf6-20d1fbe82b6d", "version": 1, "description": "Fallback when no canonical kind applies." }, "tool": null, "subkind": null, "framework": null }, "subkind": "source-note", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:21.173+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "f888d1f2-f48c-4c9a-adc0-f581bd4727c4", "parentComponentId": null }, { "bbox": { "h": 0.08, "w": 0.6, "x": 0.01, "y": 0.03 }, "kind": "title", "text": "Food services has pushed costs down, but revenues lag peers significantly", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:21.173+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "411c2188-31ee-4910-8255-947bc380ffb4", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [], "arcBeats": [], "loops": [], "locked": true }, { "page": 171, "type": "analysis", "title": "Includes a pie chart showing percentage breakdown and a stacked bar chart showing dollar amounts in millions.", "function": "analyze_data", "rawType": "appendix_data", "block": null, "metadata": { "slideType": "appendix_data", "slideTypeCanon": { "name": "Appendix data", "slug": "appendix_data", "status": "active", "canonId": "019de52d-078a-745b-9ee4-c15f2f539acd", "version": 1, "description": null }, "function": "analyze_data", "functionCanon": { "name": "Analyze data", "slug": "analyze_data", "status": "active", "canonId": "019de52d-1590-7413-8c82-cc218cff40b4", "version": 1, "description": null }, "density": "dense", "densityScore": 72, "componentCount": 6, "textChars": 523, "nDataPoints": 10, "notes": "Includes a pie chart showing percentage breakdown and a stacked bar chart showing dollar amounts in millions.", "elementsJson": null, "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "at": "2026-07-16 19:36:21.252+00", "seconds": 2.835, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019f6b8e-e3f2-73cd-ba44-d930e8bf3977/171", "deck": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977", "deckAnchor": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977#slide-171", "deckJson": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977.json" }, "components": [ { "bbox": { "h": 0.3, "w": 0.3, "x": 0.5, "y": 0.25 }, "kind": "chart", "text": "Direct labor and food costs of BPS cafeteria sites and Whitson satellite sites", "attrs": null, "canon": { "kind": { "name": "Chart", "slug": "chart", "status": "active", "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8", "version": 1, "description": "Quantitative chart." }, "tool": null, "subkind": { "name": "Stacked bar chart", "slug": "bar-stacked", "status": "active", "canonId": "019de52c-feec-74bf-9028-15b74f84f0a7", "version": 1, "description": null }, "framework": null }, "subkind": "bar-stacked", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:21.252+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "abb4a52b-5799-4c14-b235-a1574133ec2e", "parentComponentId": null }, { "bbox": { "h": 0.3, "w": 0.3, "x": 0.13, "y": 0.25 }, "kind": "chart", "text": "Percentage breakdown of FNS 2014-15 cost projections", "attrs": null, "canon": { "kind": { "name": "Chart", "slug": "chart", "status": "active", "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8", "version": 1, "description": "Quantitative chart." }, "tool": null, "subkind": { "name": "Pie chart", "slug": "pie", "status": "active", "canonId": "019de52c-ffdb-71bb-a800-5c5ab9f1c373", "version": 1, "description": null }, "framework": null }, "subkind": "pie", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:21.252+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "67c08607-5f48-48b9-86e6-9f12535046c7", "parentComponentId": null }, { "bbox": { "h": 0.08, "w": 0.05, "x": 0.9, "y": 0.08 }, "kind": "legend", "text": "Food, Labor", "attrs": null, "canon": { "kind": { "name": "Legend", "slug": "legend", "status": "active", "canonId": "31361933-3d22-4c70-bbad-0801e9fffc0c", "version": 1, "description": "Color/symbol decoder placed adjacent to a chart or diagram." }, "tool": null, "subkind": null, "framework": null }, "subkind": "legend", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:21.252+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "fd8f78d8-0406-48f2-a5a7-8bae6f0a5a34", "parentComponentId": null }, { "bbox": { "h": 0.2, "w": 0.7, "x": 0.13, "y": 0.72 }, "kind": "list", "text": "The current total forecast for 2014-2015 is $41M, $6M of which are fixed costs and so shared across cafeterias and satellite sites. Current forecasts project $37M in revenue this year, a shortfall of $4M. Schools also pay $2.6M for school-based lunch monitor positions, not reflected in the overall cost", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:21.252+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "7cd9cdbf-f228-4b9d-bc7d-861f14fe667a", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.1, "x": 0.02, "y": 0.96 }, "kind": "other", "text": "Source: FNS data", "attrs": null, "canon": { "kind": { "name": "Other", "slug": "other", "status": "active", "canonId": "019de52c-fa90-743c-8bf6-20d1fbe82b6d", "version": 1, "description": "Fallback when no canonical kind applies." }, "tool": null, "subkind": null, "framework": null }, "subkind": "source-note", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:21.252+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "f4b127f1-bf97-4f80-90b0-54a208d2d571", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.7, "x": 0.05, "y": 0.04 }, "kind": "title", "text": "78% of FNS budget goes to food and direct labor at school sites", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:21.252+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "7056c01e-efb8-4ca5-a28a-8c37ad138c25", "parentComponentId": null } ], "metrics": [], "tools": [ { "tool": { "name": "Chartjunk Elimination", "slug": "chartjunk-elimination", "status": "active", "bestFor": null, "canonId": "019dd956-b49e-7453-ab01-b60f338eeda1", "version": 1, "bodyDocId": null, "description": "Remove decorative elements that don't convey data: 3D effects, shadows, unnecessary gridlines", "familyLabel": null, "categoryName": "Slide", "categorySlug": "slide" }, "agent": "Designer", "layer": "slide", "agents": [ "Designer" ], "matchId": "2aea3fbe-bd12-4163-8d52-1c3ed4b00361", "evidence": "chart/bar-stacked: Direct labor and food costs of BPS cafeteria sites and Whitson satellite sites", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.7, "extraction": { "at": "2026-07-17 02:11:43.688554+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 171, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null } ], "frameworks": [], "arcBeats": [], "loops": [], "locked": true }, { "page": 172, "type": "analysis", "title": "The slide uses a series of bar charts to compare total costs, student populations, and cost per student.", "function": "analyze_data", "rawType": "comparison_table", "block": null, "metadata": { "slideType": "comparison_table", "slideTypeCanon": { "name": "Comparison table", "slug": "comparison_table", "status": "active", "canonId": "019de52d-0a06-73f8-8813-fe022fab1de2", "version": 1, "description": null }, "function": "analyze_data", "functionCanon": { "name": "Analyze data", "slug": "analyze_data", "status": "active", "canonId": "019de52d-1590-7413-8c82-cc218cff40b4", "version": 1, "description": null }, "density": "overcrowded", "densityScore": 77, "componentCount": 7, "textChars": 514, "nDataPoints": 6, "notes": "The slide uses a series of bar charts to compare total costs, student populations, and cost per student.", "elementsJson": null, "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "at": "2026-07-16 19:36:22.657+00", "seconds": 4.064, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019f6b8e-e3f2-73cd-ba44-d930e8bf3977/172", "deck": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977", "deckAnchor": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977#slide-172", "deckJson": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977.json" }, "components": [ { "bbox": { "h": 0.6, "w": 0.15, "x": 0.55, "y": 0.15 }, "kind": "chart", "text": "Cost per student population", "attrs": null, "canon": { "kind": { "name": "Chart", "slug": "chart", "status": "active", "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8", "version": 1, "description": "Quantitative chart." }, "tool": null, "subkind": { "name": "Grouped bar chart", "slug": "bar-grouped", "status": "active", "canonId": "019de52c-ff3b-751e-a8ff-f21ff11097b1", "version": 1, "description": null }, "framework": null }, "subkind": "bar-grouped", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:22.657+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "41cb9cb4-1359-4df4-8788-92a1bc8a8b32", "parentComponentId": null }, { "bbox": { "h": 0.6, "w": 0.25, "x": 0.05, "y": 0.15 }, "kind": "chart", "text": "Direct labor and food costs of BPS cafeteria sites and Whitson satellite sites", "attrs": null, "canon": { "kind": { "name": "Chart", "slug": "chart", "status": "active", "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8", "version": 1, "description": "Quantitative chart." }, "tool": null, "subkind": { "name": "Grouped bar chart", "slug": "bar-grouped", "status": "active", "canonId": "019de52c-ff3b-751e-a8ff-f21ff11097b1", "version": 1, "description": null }, "framework": null }, "subkind": "bar-grouped", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:22.657+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "bd97ed50-d2f4-4ae5-a8e1-7bb9bddafd45", "parentComponentId": null }, { "bbox": { "h": 0.6, "w": 0.2, "x": 0.32, "y": 0.15 }, "kind": "chart", "text": "Student population, by school type", "attrs": null, "canon": { "kind": { "name": "Chart", "slug": "chart", "status": "active", "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8", "version": 1, "description": "Quantitative chart." }, "tool": null, "subkind": { "name": "Grouped bar chart", "slug": "bar-grouped", "status": "active", "canonId": "019de52c-ff3b-751e-a8ff-f21ff11097b1", "version": 1, "description": null }, "framework": null }, "subkind": "bar-grouped", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:22.657+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "ea9d82eb-31ca-453e-8386-5ce322fb2771", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.1, "x": 0.85, "y": 0.05 }, "kind": "legend", "text": "Cafeterias, Satellites", "attrs": null, "canon": { "kind": { "name": "Legend", "slug": "legend", "status": "active", "canonId": "31361933-3d22-4c70-bbad-0801e9fffc0c", "version": 1, "description": "Color/symbol decoder placed adjacent to a chart or diagram." }, "tool": null, "subkind": null, "framework": null }, "subkind": "legend", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:22.657+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "48e935df-9708-4855-b546-79f60d659d7e", "parentComponentId": null }, { "bbox": { "h": 0.6, "w": 0.25, "x": 0.72, "y": 0.18 }, "kind": "list", "text": "Whitson satellite sites are less efficient than cafeteria sites, costing 20% more per student, per year. If facilities were available, moving to cafeteria sites could save $1-3M. As part of the capital planning process, a cost/benefits analysis should be conducted.", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:22.657+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "b673b8cf-49a6-40a5-a98d-e12703a26a75", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.1, "x": 0.02, "y": 0.96 }, "kind": "other", "text": "Source: FNS data", "attrs": null, "canon": { "kind": { "name": "Other", "slug": "other", "status": "active", "canonId": "019de52c-fa90-743c-8bf6-20d1fbe82b6d", "version": 1, "description": "Fallback when no canonical kind applies." }, "tool": null, "subkind": null, "framework": null }, "subkind": "source-note", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:22.657+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "17a3357d-90e0-42eb-9488-008a20b8f58f", "parentComponentId": null }, { "bbox": { "h": 0.08, "w": 0.8, "x": 0.05, "y": 0.04 }, "kind": "title", "text": "BPS' food services are currently less expensive, than using a contractor", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:22.657+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "6ac9cbf2-e59c-44b6-831f-f7ce584aaf82", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [], "arcBeats": [], "loops": [], "locked": true }, { "page": 173, "type": "setup", "title": "The slide uses a horizontal bar chart for peer benchmarking and a grouped bar chart for site-specific participation.", "function": "compare_peers", "rawType": "peer_benchmark", "block": null, "metadata": { "slideType": "peer_benchmark", "slideTypeCanon": { "name": "Peer benchmark", "slug": "peer_benchmark", "status": "active", "canonId": "019de52d-08f0-7158-a78d-d7b5331fefaf", "version": 1, "description": null }, "function": "compare_peers", "functionCanon": { "name": "Compare peers", "slug": "compare_peers", "status": "active", "canonId": "019de52d-1453-72ba-a367-9ba3d34c1630", "version": 1, "description": null }, "density": "dense", "densityScore": 61, "componentCount": 5, "textChars": 399, "nDataPoints": 35, "notes": "The slide uses a horizontal bar chart for peer benchmarking and a grouped bar chart for site-specific participation.", "elementsJson": null, "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "at": "2026-07-16 19:36:21.868+00", "seconds": 3.165, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019f6b8e-e3f2-73cd-ba44-d930e8bf3977/173", "deck": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977", "deckAnchor": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977#slide-173", "deckJson": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977.json" }, "components": [ { "bbox": { "h": 0.35, "w": 0.3, "x": 0.68, "y": 0.48 }, "kind": "chart", "text": "Meal participation by site", "attrs": null, "canon": { "kind": { "name": "Chart", "slug": "chart", "status": "active", "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8", "version": 1, "description": "Quantitative chart." }, "tool": null, "subkind": { "name": "Grouped bar chart", "slug": "bar-grouped", "status": "active", "canonId": "019de52c-ff3b-751e-a8ff-f21ff11097b1", "version": 1, "description": null }, "framework": null }, "subkind": "bar-grouped", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:21.868+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "58653c7a-ad18-4eb5-97ef-784ffdf69ad1", "parentComponentId": null }, { "bbox": { "h": 0.65, "w": 0.65, "x": 0.02, "y": 0.18 }, "kind": "chart", "text": "Overall meal participation", "attrs": null, "canon": { "kind": { "name": "Chart", "slug": "chart", "status": "active", "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8", "version": 1, "description": "Quantitative chart." }, "tool": null, "subkind": { "name": "Horizontal bar chart", "slug": "bar-horizontal", "status": "active", "canonId": "019de52c-fec4-7221-986b-1cb5f5e84b1f", "version": 1, "description": null }, "framework": null }, "subkind": "bar-horizontal", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:21.868+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "fcc2b853-5b67-4723-a647-d3f83bd92fb4", "parentComponentId": null }, { "bbox": { "h": 0.25, "w": 0.3, "x": 0.68, "y": 0.2 }, "kind": "list", "text": "While in the top of peers, BPS still trails best in class by nearly 50%. If BPS were able to get participation up in both categories by 10%, it would capture $5M in revenues.", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:21.868+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "32dd742a-3eef-4b2e-83da-878b3d3462a3", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.7, "x": 0.02, "y": 0.9 }, "kind": "other", "text": "1 Council of Great City Schools, 2012-2013; 2 BPS Food and Nutrition Services Data, 2013-2014", "attrs": null, "canon": { "kind": { "name": "Other", "slug": "other", "status": "active", "canonId": "019de52c-fa90-743c-8bf6-20d1fbe82b6d", "version": 1, "description": "Fallback when no canonical kind applies." }, "tool": null, "subkind": null, "framework": null }, "subkind": "annotation", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:21.868+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "11d6ed27-42d8-461e-a855-ec0b5ab116b8", "parentComponentId": null }, { "bbox": { "h": 0.08, "w": 0.85, "x": 0.02, "y": 0.03 }, "kind": "title", "text": "BPS has better participation rates than peers, but still leaves $5M on the table", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:21.868+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "1725ac02-6903-460e-a6e8-f77fa4e27072", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [ { "matchId": "eef98069-203f-46a6-b960-ff26a7439db3", "evidence": "Benchmarking BPS against peer districts", "framework": null, "confidence": 0.9, "extraction": { "at": "2026-07-16 19:36:21.868+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 173, "frameworkName": "comparison_frame" } ], "arcBeats": [], "loops": [], "locked": true }, { "page": 174, "type": "appendix", "title": "The chart is a horizontal bar chart showing individual school participation rates against a district average (Ø 67).", "function": "analyze_data", "rawType": "other", "block": null, "metadata": { "slideType": "other", "slideTypeCanon": { "name": "Other (fallback)", "slug": "other", "status": "active", "canonId": "019de52d-0af5-71ed-83de-d51ae245fc43", "version": 1, "description": null }, "function": "analyze_data", "functionCanon": { "name": "Analyze data", "slug": "analyze_data", "status": "active", "canonId": "019de52d-1590-7413-8c82-cc218cff40b4", "version": 1, "description": null }, "density": "dense", "densityScore": 64, "componentCount": 5, "textChars": 588, "nDataPoints": 2, "notes": "The chart is a horizontal bar chart showing individual school participation rates against a district average (Ø 67).", "elementsJson": null, "confidence": 0.95, "extraction": { "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "at": "2026-07-16 19:36:22.464+00", "seconds": 3.338, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019f6b8e-e3f2-73cd-ba44-d930e8bf3977/174", "deck": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977", "deckAnchor": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977#slide-174", "deckJson": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977.json" }, "components": [ { "bbox": { "h": 0.35, "w": 0.22, "x": 0.76, "y": 0.335 }, "kind": "callout", "text": "Next Steps: Investigate what is driving high participation sites that can be pushed to low participation sites; What are ways to incentivize schools to get rates up? What leverage is there with contractor to drive rates?", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": null, "subkind": { "name": "Primary callout", "slug": "primary", "status": "active", "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d", "version": 1, "description": null }, "framework": null }, "subkind": "primary", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:22.464+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "5d5c34cc-5ece-4b6c-a212-4abdfeaa2cf9", "parentComponentId": null }, { "bbox": { "h": 0.75, "w": 0.77, "x": 0.03, "y": 0.13 }, "kind": "chart", "text": "Lunch participation % of students buying lunch", "attrs": null, "canon": { "kind": { "name": "Chart", "slug": "chart", "status": "active", "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8", "version": 1, "description": "Quantitative chart." }, "tool": null, "subkind": { "name": "Horizontal bar chart", "slug": "bar-horizontal", "status": "active", "canonId": "019de52c-fec4-7221-986b-1cb5f5e84b1f", "version": 1, "description": null }, "framework": null }, "subkind": "bar-horizontal", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:22.464+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "696c018b-8b11-4cf7-a8ab-c1ba21f88b22", "parentComponentId": null }, { "bbox": { "h": 0.35, "w": 0.18, "x": 0.56, "y": 0.52 }, "kind": "list", "text": "Moving the bottom half of lunch performers, 48 programs, to the BPS average would net $2M in lunch revenues; A similar move on breakfast at the same set of schools would capture $1.4M", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:22.464+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "6a80783d-4dba-4281-b8a8-6f663b8a63ef", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.35, "x": 0.03, "y": 0.91 }, "kind": "other", "text": "1 BPS Food and Nutrition Services Data, 2013-2014", "attrs": null, "canon": { "kind": { "name": "Other", "slug": "other", "status": "active", "canonId": "019de52c-fa90-743c-8bf6-20d1fbe82b6d", "version": 1, "description": "Fallback when no canonical kind applies." }, "tool": null, "subkind": null, "framework": null }, "subkind": "source-note", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:22.464+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "dfb59408-8c96-4ceb-8102-f2b41f3aafe1", "parentComponentId": null }, { "bbox": { "h": 0.08, "w": 0.85, "x": 0.03, "y": 0.03 }, "kind": "title", "text": "School participation is highly variable, targeting the low performers would drive revenues", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:22.464+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "c4c8ca07-e7e7-484c-9321-f68771b3f095", "parentComponentId": null } ], "metrics": [], "tools": [ { "tool": { "name": "Chart Selection Guide", "slug": "chart-selection-guide", "status": "active", "bestFor": null, "canonId": "019dd956-b1a0-700b-ba17-0e16c4d5bcae", "version": 1, "bodyDocId": null, "description": "Choosing the right chart type for your data and message", "familyLabel": null, "categoryName": "Slide", "categorySlug": "slide" }, "agent": "Designer", "layer": "slide", "agents": [ "Designer" ], "matchId": "f8fdeb09-bd8f-41f2-8eff-6088dbfea096", "evidence": "chart/bar-horizontal: Lunch participation % of students buying lunch", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.7, "extraction": { "at": "2026-07-17 02:11:43.834611+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 174, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null } ], "frameworks": [], "arcBeats": [], "loops": [], "locked": true }, { "page": 175, "type": "setup", "function": "front_matter", "rawType": "table_of_contents", "block": null, "metadata": { "slideType": "table_of_contents", "slideTypeCanon": { "name": "Table of contents", "slug": "table_of_contents", "status": "active", "canonId": "019de52d-0643-721b-9b85-69676bb85cf8", "version": 1, "description": null }, "function": "front_matter", "functionCanon": { "name": "Front matter", "slug": "front_matter", "status": "active", "canonId": "019de52d-133d-73f0-9e26-201eda96b098", "version": 1, "description": null }, "density": "balanced", "densityScore": 26, "componentCount": 2, "textChars": 301, "nDataPoints": 1, "notes": null, "elementsJson": null, "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "at": "2026-07-16 19:36:21.535+00", "seconds": 1.853, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019f6b8e-e3f2-73cd-ba44-d930e8bf3977/175", "deck": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977", "deckAnchor": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977#slide-175", "deckJson": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977.json" }, "components": [ { "bbox": { "h": 0.85, "w": 0.275, "x": 0.358, "y": 0.042 }, "kind": "list", "text": "Executive summary\nSystem overview\nPhase I: Scan of 25 RFP areas\nPhase II: Area deep dives\nDistrict overextension\nSpecial education\nOrganizational effectiveness\nOther operational areas\nFood services\nProfessional development\nTransportation\nMaintenance\nPhase III: Capturing opportunities\nAppendix", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:21.535+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "4a01b43e-4ad0-49e5-8ca8-6a70379f8914", "parentComponentId": null }, { "bbox": { "h": 0.04, "w": 0.12, "x": 0.12, "y": 0.04 }, "kind": "title", "text": "Contents", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:21.535+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "08ae0907-cf80-49ce-868f-61fbf51a1bf7", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [ { "matchId": "51694507-898f-4f7e-859f-06eae77ef013", "evidence": "Standard table of contents structure", "framework": null, "confidence": 1, "extraction": { "at": "2026-07-16 19:36:21.535+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 175, "frameworkName": "list-presentation" } ], "arcBeats": [], "loops": [], "locked": true }, { "page": 176, "type": "tension", "title": "The slide uses a waterfall chart to decompose total PD spending into specific categories, highlighting fragmentation.", "function": "frame_problem", "rawType": "problem_statement", "block": null, "metadata": { "slideType": "problem_statement", "slideTypeCanon": { "name": "Problem statement", "slug": "problem_statement", "status": "active", "canonId": "019de52d-0879-768d-bba8-8da8a5a121d4", "version": 1, "description": null }, "function": "frame_problem", "functionCanon": { "name": "Frame problem", "slug": "frame_problem", "status": "active", "canonId": "019de52d-13db-753e-ad70-e9b2d0dab398", "version": 1, "description": null }, "density": "overcrowded", "densityScore": 77, "componentCount": 7, "textChars": 475, "nDataPoints": 12, "notes": "The slide uses a waterfall chart to decompose total PD spending into specific categories, highlighting fragmentation.", "elementsJson": null, "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "at": "2026-07-16 19:36:22.918+00", "seconds": 3.2, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019f6b8e-e3f2-73cd-ba44-d930e8bf3977/176", "deck": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977", "deckAnchor": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977#slide-176", "deckJson": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977.json" }, "components": [ { "bbox": { "h": 0.65, "w": 0.63, "x": 0.02, "y": 0.11 }, "kind": "chart", "text": "Professional development spending $M, 2013-2014", "attrs": null, "canon": { "kind": { "name": "Chart", "slug": "chart", "status": "active", "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8", "version": 1, "description": "Quantitative chart." }, "tool": null, "subkind": { "name": "Waterfall chart", "slug": "waterfall", "status": "active", "canonId": "019de52d-002e-733e-b5cf-dd3beb6692cc", "version": 1, "description": null }, "framework": null }, "subkind": "waterfall", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:22.918+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "70b007b1-4528-4398-bb2b-784b4b2d1527", "parentComponentId": null }, { "bbox": { "h": 0.1, "w": 0.58, "x": 0.21, "y": 0.76 }, "kind": "list", "text": "9% of PD logged in My Learning Plan in 2014-15 had no category of focus; 27% of PD was registered as having “other” as category of focus", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:22.918+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "995ff4a1-03bb-46d0-862a-4fc0e634e85f", "parentComponentId": null }, { "bbox": { "h": 0.08, "w": 0.35, "x": 0.645, "y": 0.535 }, "kind": "quote", "text": "We do our own PD, because we know what we need to get out.", "attrs": null, "canon": { "kind": { "name": "Quote", "slug": "quote", "status": "active", "canonId": "019de52c-f8fb-751e-8bc6-d58e2d59562a", "version": 1, "description": "Pull quote or testimonial." }, "tool": null, "subkind": { "name": "Testimonial", "slug": "testimonial", "status": "active", "canonId": "019de52c-fc21-71b6-9ac3-8266a64945e8", "version": 1, "description": null }, "framework": null }, "subkind": "testimonial", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:22.918+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "5270bfc3-f22b-4650-8b7f-725863f54838", "parentComponentId": null }, { "bbox": { "h": 0.1, "w": 0.35, "x": 0.645, "y": 0.165 }, "kind": "quote", "text": "I want all the PD money pushed out to the schools – I can do it better than central office", "attrs": null, "canon": { "kind": { "name": "Quote", "slug": "quote", "status": "active", "canonId": "019de52c-f8fb-751e-8bc6-d58e2d59562a", "version": 1, "description": "Pull quote or testimonial." }, "tool": null, "subkind": { "name": "Testimonial", "slug": "testimonial", "status": "active", "canonId": "019de52c-fc21-71b6-9ac3-8266a64945e8", "version": 1, "description": null }, "framework": null }, "subkind": "testimonial", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:22.918+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "7b3bdfcd-00c5-48b1-86e9-21674531b5a1", "parentComponentId": null }, { "bbox": { "h": 0.08, "w": 0.35, "x": 0.645, "y": 0.37 }, "kind": "quote", "text": "I have never had a PD that was at all valuable", "attrs": null, "canon": { "kind": { "name": "Quote", "slug": "quote", "status": "active", "canonId": "019de52c-f8fb-751e-8bc6-d58e2d59562a", "version": 1, "description": "Pull quote or testimonial." }, "tool": null, "subkind": { "name": "Testimonial", "slug": "testimonial", "status": "active", "canonId": "019de52c-fc21-71b6-9ac3-8266a64945e8", "version": 1, "description": null }, "framework": null }, "subkind": "testimonial", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:22.918+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "9624ae86-107b-4a1c-8f25-d20caa563211", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.25, "x": 0.02, "y": 0.95 }, "kind": "source-note", "text": "Source: BPS Office of budget and finance", "attrs": null, "canon": { "kind": { "name": "Source note", "slug": "source-note", "status": "active", "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948", "version": 1, "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": "source-note", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:22.918+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "9ba17408-1052-4d25-a254-222a82cb0088", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.78, "x": 0.02, "y": 0.03 }, "kind": "title", "text": "BPS professional development is inconsistent and expensive", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:22.918+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "c6785e97-038e-461b-94d0-b2d042b27350", "parentComponentId": null } ], "metrics": [], "tools": [ { "tool": { "name": "Waterfall chart", "slug": "waterfall-chart", "status": "active", "bestFor": null, "canonId": "e2799da3-725f-44a9-a093-570f1f388e64", "version": 1, "bodyDocId": null, "description": null, "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "4d0f89c1-3209-4f0e-a15f-c2d04faeb06d", "evidence": "The slide includes a waterfall chart showing 'Professional development spending $M, 2013-2014'.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.7, "extraction": { "at": "2026-07-17 02:11:28.276872+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 176, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null } ], "frameworks": [ { "matchId": "c55e8da5-7e56-4562-9073-3434e4f34af1", "evidence": "Visual decomposition of total spending into categories", "framework": null, "confidence": 1, "extraction": { "at": "2026-07-16 19:36:22.918+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 176, "frameworkName": "waterfall-chart" } ], "arcBeats": [], "loops": [], "locked": true }, { "page": 177, "type": "resolution", "title": "The slide uses a stacked bar chart for usage and a pie chart for category distribution.", "function": "analyze_data", "rawType": "key_takeaways", "block": null, "metadata": { "slideType": "key_takeaways", "slideTypeCanon": { "name": "Key takeaways", "slug": "key_takeaways", "status": "active", "canonId": "019de52d-06e7-7674-a891-9f7de3b11b6d", "version": 1, "description": null }, "function": "analyze_data", "functionCanon": { "name": "Analyze data", "slug": "analyze_data", "status": "active", "canonId": "019de52d-1590-7413-8c82-cc218cff40b4", "version": 1, "description": null }, "density": "dense", "densityScore": 61, "componentCount": 5, "textChars": 408, "nDataPoints": 16, "notes": "The slide uses a stacked bar chart for usage and a pie chart for category distribution.", "elementsJson": null, "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "at": "2026-07-16 19:36:22.422+00", "seconds": 2.666, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019f6b8e-e3f2-73cd-ba44-d930e8bf3977/177", "deck": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977", "deckAnchor": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977#slide-177", "deckJson": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977.json" }, "components": [ { "bbox": { "h": 0.5, "w": 0.35, "x": 0.04, "y": 0.12 }, "kind": "chart", "text": "2014-2015 My Learning Plan PD usage", "attrs": null, "canon": { "kind": { "name": "Chart", "slug": "chart", "status": "active", "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8", "version": 1, "description": "Quantitative chart." }, "tool": null, "subkind": { "name": "Stacked bar chart", "slug": "bar-stacked", "status": "active", "canonId": "019de52c-feec-74bf-9028-15b74f84f0a7", "version": 1, "description": null }, "framework": null }, "subkind": "bar-stacked", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:22.422+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "7c4bbe0e-5d8f-4d40-bd55-6f711f020ce6", "parentComponentId": null }, { "bbox": { "h": 0.5, "w": 0.55, "x": 0.42, "y": 0.12 }, "kind": "chart", "text": "2014-2015 My Learning Plan PD offerings", "attrs": null, "canon": { "kind": { "name": "Chart", "slug": "chart", "status": "active", "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8", "version": 1, "description": "Quantitative chart." }, "tool": null, "subkind": { "name": "Pie chart", "slug": "pie", "status": "active", "canonId": "019de52c-ffdb-71bb-a800-5c5ab9f1c373", "version": 1, "description": null }, "framework": null }, "subkind": "pie", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:22.422+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "e7510eff-5fff-49ce-9b8d-3a3f3b2d95c6", "parentComponentId": null }, { "bbox": { "h": 0.15, "w": 0.8, "x": 0.11, "y": 0.68 }, "kind": "list", "text": "Only ~30% of teachers who use My Learning Plan have returned for further professional development through the portfolio of options. 22% of courses offered are outside of the traditional cores set of academic subjects.", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:22.422+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "8c9d135c-2ea4-4764-9acd-b59f41c11b62", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.3, "x": 0.02, "y": 0.96 }, "kind": "other", "text": "Source: Office of Human Capital, My Learning Plan data", "attrs": null, "canon": { "kind": { "name": "Other", "slug": "other", "status": "active", "canonId": "019de52c-fa90-743c-8bf6-20d1fbe82b6d", "version": 1, "description": "Fallback when no canonical kind applies." }, "tool": null, "subkind": null, "framework": null }, "subkind": "source-note", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:22.422+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "a929e27a-6dba-4da7-a597-481dc270c9e9", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.8, "x": 0.03, "y": 0.03 }, "kind": "title", "text": "My Learning Plan data shows interest in PD, but not consistency", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:22.422+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "c455cadb-1b6e-4817-a190-eba9d4fba75f", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [], "arcBeats": [], "loops": [], "locked": true }, { "page": 178, "type": "setup", "function": "front_matter", "rawType": "table_of_contents", "block": null, "metadata": { "slideType": "table_of_contents", "slideTypeCanon": { "name": "Table of contents", "slug": "table_of_contents", "status": "active", "canonId": "019de52d-0643-721b-9b85-69676bb85cf8", "version": 1, "description": null }, "function": "front_matter", "functionCanon": { "name": "Front matter", "slug": "front_matter", "status": "active", "canonId": "019de52d-133d-73f0-9e26-201eda96b098", "version": 1, "description": null }, "density": "balanced", "densityScore": 28, "componentCount": 2, "textChars": 325, "nDataPoints": 1, "notes": null, "elementsJson": null, "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "at": "2026-07-16 19:36:21.76+00", "seconds": 1.998, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019f6b8e-e3f2-73cd-ba44-d930e8bf3977/178", "deck": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977", "deckAnchor": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977#slide-178", "deckJson": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977.json" }, "components": [ { "bbox": { "h": 0.865, "w": 0.335, "x": 0.358, "y": 0.038 }, "kind": "list", "text": "Executive summary\nSystem overview\nPhase I: Scan of 25 RFP areas\nPhase II: Area deep dives\n District overextension\n Special education\n Organizational effectiveness\n Other operational areas\n Food services\n Professional development\n Transportation\n Maintenance\nPhase III: Capturing opportunities\nAppendix", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:21.76+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "5e1ae17b-597f-4821-87af-9b968205d4be", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.12, "x": 0.09, "y": 0.04 }, "kind": "title", "text": "Contents", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:21.76+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "7bce85ac-021a-41b9-ad3f-204d67b96999", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [], "arcBeats": [], "loops": [], "locked": true }, { "page": 179, "type": "resolution", "title": "The chart is a pie chart with labels and values indicating budget allocation in millions of dollars.", "function": "analyze_data", "rawType": "key_takeaways", "block": null, "metadata": { "slideType": "key_takeaways", "slideTypeCanon": { "name": "Key takeaways", "slug": "key_takeaways", "status": "active", "canonId": "019de52d-06e7-7674-a891-9f7de3b11b6d", "version": 1, "description": null }, "function": "analyze_data", "functionCanon": { "name": "Analyze data", "slug": "analyze_data", "status": "active", "canonId": "019de52d-1590-7413-8c82-cc218cff40b4", "version": 1, "description": null }, "density": "dense", "densityScore": 57, "componentCount": 5, "textChars": 340, "nDataPoints": 9, "notes": "The chart is a pie chart with labels and values indicating budget allocation in millions of dollars.", "elementsJson": null, "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "at": "2026-07-16 19:36:22.363+00", "seconds": 2.574, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019f6b8e-e3f2-73cd-ba44-d930e8bf3977/179", "deck": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977", "deckAnchor": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977#slide-179", "deckJson": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977.json" }, "components": [ { "bbox": { "h": 0.1, "w": 0.5, "x": 0.15, "y": 0.8 }, "kind": "callout", "text": "In 2014 BPS operated a $113M transportation system, over one tenth of the budget", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": null, "subkind": { "name": "Primary callout", "slug": "primary", "status": "active", "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d", "version": 1, "description": null }, "framework": null }, "subkind": "primary", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:22.363+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "3c9f8b20-7dba-405d-aed6-2e65607918f4", "parentComponentId": null }, { "bbox": { "h": 0.3, "w": 0.25, "x": 0.7, "y": 0.3 }, "kind": "callout", "text": "Special education drives nearly 40% of the transportation budget. Choice busing policies drive the need for busing as it is now.", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": null, "subkind": { "name": "Primary callout", "slug": "primary", "status": "active", "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d", "version": 1, "description": null }, "framework": null }, "subkind": "primary", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:22.363+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "9851a03f-d442-48f6-8f23-abffe28f78aa", "parentComponentId": null }, { "bbox": { "h": 0.6, "w": 0.6, "x": 0.1, "y": 0.2 }, "kind": "chart", "text": "BPS transportation budget pie chart", "attrs": null, "canon": { "kind": { "name": "Chart", "slug": "chart", "status": "active", "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8", "version": 1, "description": "Quantitative chart." }, "tool": null, "subkind": { "name": "Pie chart", "slug": "pie", "status": "active", "canonId": "019de52c-ffdb-71bb-a800-5c5ab9f1c373", "version": 1, "description": null }, "framework": null }, "subkind": "pie", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:22.363+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "86f41e4d-8c7d-47df-aaaf-4c09921d8c54", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.15, "x": 0.01, "y": 0.95 }, "kind": "other", "text": "Source: 2014 drill down", "attrs": null, "canon": { "kind": { "name": "Other", "slug": "other", "status": "active", "canonId": "019de52c-fa90-743c-8bf6-20d1fbe82b6d", "version": 1, "description": "Fallback when no canonical kind applies." }, "tool": null, "subkind": null, "framework": null }, "subkind": "source-note", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:22.363+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "42e5df54-d8f4-443b-82ee-d6f45032f52e", "parentComponentId": null }, { "bbox": { "h": 0.1, "w": 0.8, "x": 0.05, "y": 0.05 }, "kind": "title", "text": "BPS transportation is driven by special education and Choice busing routes", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:22.363+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "afa3546f-303f-434e-a8e7-2a43f1132cdc", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [], "arcBeats": [], "loops": [], "locked": true }, { "page": 180, "type": "resolution", "title": "The slide uses a combination of stacked bar charts and a bulleted list to summarize operational inefficiencies in BPS transportation.", "function": "analyze_data", "rawType": "key_takeaways", "block": null, "metadata": { "slideType": "key_takeaways", "slideTypeCanon": { "name": "Key takeaways", "slug": "key_takeaways", "status": "active", "canonId": "019de52d-06e7-7674-a891-9f7de3b11b6d", "version": 1, "description": null }, "function": "analyze_data", "functionCanon": { "name": "Analyze data", "slug": "analyze_data", "status": "active", "canonId": "019de52d-1590-7413-8c82-cc218cff40b4", "version": 1, "description": null }, "density": "dense", "densityScore": 65, "componentCount": 5, "textChars": 556, "nDataPoints": 8, "notes": "The slide uses a combination of stacked bar charts and a bulleted list to summarize operational inefficiencies in BPS transportation.", "elementsJson": null, "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "at": "2026-07-16 19:36:23.32+00", "seconds": 3.359, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019f6b8e-e3f2-73cd-ba44-d930e8bf3977/180", "deck": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977", "deckAnchor": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977#slide-180", "deckJson": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977.json" }, "components": [ { "bbox": { "h": 0.75, "w": 0.48, "x": 0.08, "y": 0.15 }, "kind": "chart", "text": "BPS bus routes and students riding buses comparison", "attrs": null, "canon": { "kind": { "name": "Chart", "slug": "chart", "status": "active", "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8", "version": 1, "description": "Quantitative chart." }, "tool": null, "subkind": { "name": "Stacked bar chart", "slug": "bar-stacked", "status": "active", "canonId": "019de52c-feec-74bf-9028-15b74f84f0a7", "version": 1, "description": null }, "framework": null }, "subkind": "bar-stacked", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:23.32+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "a72f42ae-0944-43c3-9de0-03d17af4562e", "parentComponentId": null }, { "bbox": { "h": 0.6, "w": 0.4, "x": 0.56, "y": 0.225 }, "kind": "list", "text": "20% of BPS' routes have fewer than 5 students and those routes collectively transport 3% of the students BPS transports. The average student receiving transportation has 0.16 mile walk to their bus stop. 59% of students are classified as bus stop riders and have a walk of less than a quarter mile. 59% of the transportation budget is $67M", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:23.32+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "31d82a00-ad46-47a5-aae3-548718f12e51", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.1, "x": 0.85, "y": 0.13 }, "kind": "other", "text": "PRELIMINARY", "attrs": null, "canon": { "kind": { "name": "Other", "slug": "other", "status": "active", "canonId": "019de52c-fa90-743c-8bf6-20d1fbe82b6d", "version": 1, "description": "Fallback when no canonical kind applies." }, "tool": null, "subkind": null, "framework": null }, "subkind": "annotation", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:23.32+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "73c4813a-6987-470f-a82e-c259a6f9f1ae", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.1, "x": 0.02, "y": 0.96 }, "kind": "other", "text": "Source: BPS data", "attrs": null, "canon": { "kind": { "name": "Other", "slug": "other", "status": "active", "canonId": "019de52c-fa90-743c-8bf6-20d1fbe82b6d", "version": 1, "description": "Fallback when no canonical kind applies." }, "tool": null, "subkind": null, "framework": null }, "subkind": "annotation", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:23.32+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "9812afa5-366c-463f-a5be-53c6ee81aa76", "parentComponentId": null }, { "bbox": { "h": 0.08, "w": 0.96, "x": 0.02, "y": 0.03 }, "kind": "title", "text": "20% of BPS bus routes transport 3% of its student population, while ~60% of students are walking to bus stops less than a quarter mile away", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:23.32+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "8b47768c-b38a-40ae-b905-1bf04a2fcae9", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [], "arcBeats": [], "loops": [], "locked": true }, { "page": 181, "type": "appendix", "title": "The slide uses a simple two-row table to categorize opportunities.", "function": "size_opportunity", "rawType": "other", "block": null, "metadata": { "slideType": "other", "slideTypeCanon": { "name": "Other (fallback)", "slug": "other", "status": "active", "canonId": "019de52d-0af5-71ed-83de-d51ae245fc43", "version": 1, "description": null }, "function": "size_opportunity", "functionCanon": { "name": "Size opportunity", "slug": "size_opportunity", "status": "active", "canonId": "019de52d-147b-7568-8828-a74a27697618", "version": 1, "description": null }, "density": "dense", "densityScore": 59, "componentCount": 4, "textChars": 742, "nDataPoints": 5, "notes": "The slide uses a simple two-row table to categorize opportunities.", "elementsJson": null, "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "at": "2026-07-16 19:36:22.919+00", "seconds": 2.864, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019f6b8e-e3f2-73cd-ba44-d930e8bf3977/181", "deck": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977", "deckAnchor": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977#slide-181", "deckJson": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977.json" }, "components": [ { "bbox": { "h": 0.1, "w": 0.98, "x": 0.01, "y": 0.85 }, "kind": "other", "text": "1 Due to a number of transportation policy changes this year, Transportation has not been able to isolate exactly how much of savings came from this policy change\n2 Assuming that enough routes are eliminated to capture half of the savings of going from $1,500 a year per student to $260", "attrs": null, "canon": { "kind": { "name": "Other", "slug": "other", "status": "active", "canonId": "019de52c-fa90-743c-8bf6-20d1fbe82b6d", "version": 1, "description": "Fallback when no canonical kind applies." }, "tool": null, "subkind": null, "framework": null }, "subkind": "source-note", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:22.919+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "e4d266a9-7810-4994-b23f-348c247352d5", "parentComponentId": null }, { "bbox": { "h": 0.6, "w": 0.6, "x": 0.2, "y": 0.18 }, "kind": "table", "text": "Area of opportunity: Parochial schools, MBTA passes. Description: BPS spends $2M a year on parochial student transportation; A review of this state policy could potentially scale back this spending; A successful migration of 8th graders to the MBTA netted savings; A review of 7th and 6th grader policies could move another 3,000 – 6,000 kids to the MBTA and cut the number of routes and potentially $2-4M.", "attrs": null, "canon": { "kind": { "name": "Table", "slug": "table", "status": "active", "canonId": "019de52c-f9c8-7148-8119-eaac9594cd28", "version": 1, "description": "Tabular data layout." }, "tool": null, "subkind": { "name": "Data table", "slug": "data", "status": "active", "canonId": "019de52d-02d5-75b8-8abf-88e92bf63569", "version": 1, "description": null }, "framework": null }, "subkind": "data", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:22.919+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "858572b7-29ca-4589-964c-c985ebe1c1fa", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.45, "x": 0.01, "y": 0.03 }, "kind": "title", "text": "Other transportation opportunities", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:22.919+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "8be47f9b-f37a-4a7f-a757-86ef6ccfcab0", "parentComponentId": null }, { "bbox": { "h": 0.02, "w": 0.15, "x": 0.01, "y": 0.01 }, "kind": "title", "text": "ADDITIONAL AREAS", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Subtitle", "slug": "subtitle", "status": "active", "canonId": "019de52c-fb09-739d-900c-815b0d9ac526", "version": 1, "description": null }, "framework": null }, "subkind": "subtitle", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:22.919+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "41b008e9-df70-495f-ad06-35d8833929a1", "parentComponentId": null } ], "metrics": [], "tools": [ { "tool": { "name": "Table data", "slug": "table-data", "status": "active", "bestFor": null, "canonId": "019dd9e1-4fab-7168-a82f-b847350a006d", "version": 1, "bodyDocId": null, "description": "Tabular layouts of structured data.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "5c1f5c39-fd34-40e5-9d32-267bb86f7240", "evidence": "The slide includes a table with data on areas of opportunity for transportation.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.7, "extraction": { "at": "2026-07-17 02:11:28.497178+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 181, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null } ], "frameworks": [], "arcBeats": [], "loops": [], "locked": true }, { "page": 182, "type": "setup", "function": "front_matter", "rawType": "table_of_contents", "block": null, "metadata": { "slideType": "table_of_contents", "slideTypeCanon": { "name": "Table of contents", "slug": "table_of_contents", "status": "active", "canonId": "019de52d-0643-721b-9b85-69676bb85cf8", "version": 1, "description": null }, "function": "front_matter", "functionCanon": { "name": "Front matter", "slug": "front_matter", "status": "active", "canonId": "019de52d-133d-73f0-9e26-201eda96b098", "version": 1, "description": null }, "density": "balanced", "densityScore": 32, "componentCount": 3, "textChars": 358, "nDataPoints": 0, "notes": null, "elementsJson": null, "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "at": "2026-07-16 19:36:22.099+00", "seconds": 2.009, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019f6b8e-e3f2-73cd-ba44-d930e8bf3977/182", "deck": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977", "deckAnchor": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977#slide-182", "deckJson": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977.json" }, "components": [ { "bbox": { "h": 0.856, "w": 0.332, "x": 0.358, "y": 0.044 }, "kind": "list", "text": "Executive summary\nSystem overview\nPhase I: Scan of 25 RFP areas\nPhase II: Area deep dives\nDistrict overextension\nSpecial education\nOrganizational effectiveness\nOther operational areas\nFood services\nProfessional development\nTransportation\nMaintenance\nPhase III: Capturing opportunities\nAppendix", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:22.099+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "160a4844-b982-4d52-b258-522f5a3d78b8", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.4, "x": 0.6, "y": 0.96 }, "kind": "other", "text": "DRAFT Pre-decisional - Proprietary and Confidential | 181", "attrs": null, "canon": { "kind": { "name": "Other", "slug": "other", "status": "active", "canonId": "019de52c-fa90-743c-8bf6-20d1fbe82b6d", "version": 1, "description": "Fallback when no canonical kind applies." }, "tool": null, "subkind": { "name": "Unclassified", "slug": "unclassified", "status": "active", "canonId": "019de52d-05ca-77db-81fb-db7d4234bbc0", "version": 1, "description": null }, "framework": null }, "subkind": "unclassified", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:22.099+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "9afc7097-cc30-4343-8696-723abb8c13b2", "parentComponentId": null }, { "bbox": { "h": 0.04, "w": 0.13, "x": 0.12, "y": 0.04 }, "kind": "title", "text": "Contents", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:22.099+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "db485abd-35d9-4c9e-a630-d3435bd40ec5", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [], "arcBeats": [], "loops": [], "locked": true }, { "page": 183, "type": "resolution", "title": "The slide uses a comparison table to highlight potential financial savings from operational changes.", "function": "size_opportunity", "rawType": "comparison_table", "block": null, "metadata": { "slideType": "comparison_table", "slideTypeCanon": { "name": "Comparison table", "slug": "comparison_table", "status": "active", "canonId": "019de52d-0a06-73f8-8813-fe022fab1de2", "version": 1, "description": null }, "function": "size_opportunity", "functionCanon": { "name": "Size opportunity", "slug": "size_opportunity", "status": "active", "canonId": "019de52d-147b-7568-8828-a74a27697618", "version": 1, "description": null }, "density": "balanced", "densityScore": 41, "componentCount": 3, "textChars": 408, "nDataPoints": 6, "notes": "The slide uses a comparison table to highlight potential financial savings from operational changes.", "elementsJson": null, "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "at": "2026-07-16 19:36:22.364+00", "seconds": 2.271, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019f6b8e-e3f2-73cd-ba44-d930e8bf3977/183", "deck": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977", "deckAnchor": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977#slide-183", "deckJson": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977.json" }, "components": [ { "bbox": { "h": 0.03, "w": 0.2, "x": 0.05, "y": 0.95 }, "kind": "other", "text": "Source: Interviews with BPS staff", "attrs": null, "canon": { "kind": { "name": "Other", "slug": "other", "status": "active", "canonId": "019de52c-fa90-743c-8bf6-20d1fbe82b6d", "version": 1, "description": "Fallback when no canonical kind applies." }, "tool": null, "subkind": null, "framework": null }, "subkind": "source-note", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:22.364+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "7cc42b95-635c-4193-9cb0-859b6b01a5ec", "parentComponentId": null }, { "bbox": { "h": 0.6, "w": 0.9, "x": 0.05, "y": 0.25 }, "kind": "table", "text": "Area of opportunity, Description, Opportunity. FTE structure, Facilities has 550 employees, but just 130 buildings under their care, Outsourcing the 137 night custodians' work could net $1-3M. Maintenance, BPS has 100s of contractors..., Contracting out all maintenance work...", "attrs": null, "canon": { "kind": { "name": "Table", "slug": "table", "status": "active", "canonId": "019de52c-f9c8-7148-8119-eaac9594cd28", "version": 1, "description": "Tabular data layout." }, "tool": null, "subkind": { "name": "Data table", "slug": "data", "status": "active", "canonId": "019de52d-02d5-75b8-8abf-88e92bf63569", "version": 1, "description": null }, "framework": null }, "subkind": "data", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:22.364+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "1d69faa6-1ccd-47ff-8cbe-191d87b20b6e", "parentComponentId": null }, { "bbox": { "h": 0.1, "w": 0.85, "x": 0.05, "y": 0.05 }, "kind": "title", "text": "Facility maintenance, while underfunded, can capture some savings through outsourcing of functions", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:22.364+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "5ac445af-8879-4717-b10a-fd00e265fed7", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [ { "matchId": "33c71b81-02c0-4b23-8131-c229ad45044e", "evidence": "The slide identifies specific areas to reduce costs through outsourcing.", "framework": null, "confidence": 0.9, "extraction": { "at": "2026-07-16 19:36:22.364+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 183, "frameworkName": "cost-cutting" } ], "arcBeats": [], "loops": [], "locked": true }, { "page": 184, "type": "setup", "function": "front_matter", "rawType": "table_of_contents", "block": null, "metadata": { "slideType": "table_of_contents", "slideTypeCanon": { "name": "Table of contents", "slug": "table_of_contents", "status": "active", "canonId": "019de52d-0643-721b-9b85-69676bb85cf8", "version": 1, "description": null }, "function": "front_matter", "functionCanon": { "name": "Front matter", "slug": "front_matter", "status": "active", "canonId": "019de52d-133d-73f0-9e26-201eda96b098", "version": 1, "description": null }, "density": "sparse", "densityScore": 18, "componentCount": 2, "textChars": 246, "nDataPoints": 0, "notes": null, "elementsJson": null, "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "at": "2026-07-16 19:36:22.004+00", "seconds": 1.815, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019f6b8e-e3f2-73cd-ba44-d930e8bf3977/184", "deck": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977", "deckAnchor": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977#slide-184", "deckJson": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977.json" }, "components": [ { "bbox": { "h": 0.545, "w": 0.435, "x": 0.358, "y": 0.227 }, "kind": "list", "text": "Executive summary\nSystem overview\nPhase I: Scan of 25 RFP areas\nPhase II: Area deep dives\nPhase III: Capturing opportunities\n- Taking action on overextension\n- Taking action on SPED\n- Taking action on organizational effectiveness\nAppendix", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:22.004+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "3da84c46-eead-4fd2-8781-993aa5e9e31e", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.13, "x": 0.01, "y": 0.03 }, "kind": "title", "text": "Contents", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:22.004+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "8c18b3b5-4958-44d5-8e7b-a234d4d54183", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [], "arcBeats": [], "loops": [], "locked": true }, { "page": 185, "type": "tension", "function": "frame_problem", "rawType": "transition", "block": null, "metadata": { "slideType": "transition", "slideTypeCanon": { "name": "Transition", "slug": "transition", "status": "active", "canonId": "019de52d-0693-7766-9f05-887f41f8e41e", "version": 1, "description": null }, "function": "frame_problem", "functionCanon": { "name": "Frame problem", "slug": "frame_problem", "status": "active", "canonId": "019de52d-13db-753e-ad70-e9b2d0dab398", "version": 1, "description": null }, "density": "balanced", "densityScore": 42, "componentCount": 3, "textChars": 621, "nDataPoints": 0, "notes": null, "elementsJson": null, "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "at": "2026-07-16 19:36:22.637+00", "seconds": 2.425, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019f6b8e-e3f2-73cd-ba44-d930e8bf3977/185", "deck": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977", "deckAnchor": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977#slide-185", "deckJson": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977.json" }, "components": [ { "bbox": { "h": 0.6, "w": 0.6, "x": 0.2, "y": 0.2 }, "kind": "list", "text": "What pace of change to the new footprint is most appropriate? How will the future design be developed? Internally? Externally? In collaboration? How will the system engage the community proactively in the path forward? Will the overall system be addressed all at once or will change happen neighborhood by neighborhood? What other city services and benefits can be brought into communities as support during transition? How will student academic progress and safety be ensured through the process?", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:22.637+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "1ffda8aa-2e2e-4ce9-945d-b85b73039531", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.35, "x": 0.03, "y": 0.03 }, "kind": "title", "text": "TAKING ACTION ON OVEREXTENSION", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:22.637+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "420b0b8f-5dd8-4dde-8772-585f1c010066", "parentComponentId": null }, { "bbox": { "h": 0.07, "w": 0.85, "x": 0.03, "y": 0.07 }, "kind": "title", "text": "Before you start the process, the solution space will be bounded by answers to a few questions", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Subtitle", "slug": "subtitle", "status": "active", "canonId": "019de52c-fb09-739d-900c-815b0d9ac526", "version": 1, "description": null }, "framework": null }, "subkind": "subtitle", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:22.637+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "bbf8f487-2449-430f-9906-93c1b14716fc", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [], "arcBeats": [], "loops": [], "locked": true }, { "page": 186, "type": "resolution", "function": "plan_implementation", "rawType": "key_takeaways", "block": null, "metadata": { "slideType": "key_takeaways", "slideTypeCanon": { "name": "Key takeaways", "slug": "key_takeaways", "status": "active", "canonId": "019de52d-06e7-7674-a891-9f7de3b11b6d", "version": 1, "description": null }, "function": "plan_implementation", "functionCanon": { "name": "Plan implementation", "slug": "plan_implementation", "status": "active", "canonId": "019de52d-14a2-77ea-b210-d6a95eed4823", "version": 1, "description": null }, "density": "balanced", "densityScore": 33, "componentCount": 3, "textChars": 375, "nDataPoints": 0, "notes": null, "elementsJson": null, "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "at": "2026-07-16 19:36:23.67+00", "seconds": 2.221, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019f6b8e-e3f2-73cd-ba44-d930e8bf3977/186", "deck": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977", "deckAnchor": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977#slide-186", "deckJson": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977.json" }, "components": [ { "bbox": { "h": 0.3, "w": 0.6, "x": 0.2, "y": 0.33 }, "kind": "list", "text": "A Align on approach and vision for making school closure decisions\nB Build a strong fact-base that supports data-driven decisions\nC Engage the community at each step of the process\nD Make decisions transparently along a public timeline", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:23.67+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "95a620fb-7c71-4fa7-b7b7-bb07f71f8abd", "parentComponentId": null }, { "bbox": { "h": 0.08, "w": 0.9, "x": 0.03, "y": 0.08 }, "kind": "title", "text": "If BPS wishes to reduce its footprint, it may want to consider focusing its efforts in four ways going forward", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Action title", "slug": "action-title", "status": "active", "canonId": "019de52c-fb31-734c-a0f5-a3935b73135d", "version": 1, "description": null }, "framework": null }, "subkind": "action-title", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:23.67+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "27adfe90-2141-4de2-808c-6312f10a6392", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.35, "x": 0.03, "y": 0.05 }, "kind": "title", "text": "TAKING ACTION ON OVEREXTENSION", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:23.67+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "9bd89eaa-d8c6-4983-a0a0-b8770f84ff39", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [], "arcBeats": [], "loops": [], "locked": true }, { "page": 187, "type": "setup", "function": "plan_implementation", "rawType": "key_messages", "block": null, "metadata": { "slideType": "key_messages", "slideTypeCanon": { "name": "Key messages", "slug": "key_messages", "status": "active", "canonId": "019de52d-0712-703f-89f5-bda6688faf3f", "version": 1, "description": null }, "function": "plan_implementation", "functionCanon": { "name": "Plan implementation", "slug": "plan_implementation", "status": "active", "canonId": "019de52d-14a2-77ea-b210-d6a95eed4823", "version": 1, "description": null }, "density": "balanced", "densityScore": 32, "componentCount": 3, "textChars": 344, "nDataPoints": 0, "notes": null, "elementsJson": null, "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "at": "2026-07-16 19:36:23.685+00", "seconds": 2.148, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019f6b8e-e3f2-73cd-ba44-d930e8bf3977/187", "deck": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977", "deckAnchor": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977#slide-187", "deckJson": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977.json" }, "components": [ { "bbox": { "h": 0.7, "w": 0.9, "x": 0.05, "y": 0.18 }, "kind": "list", "text": "School type and autonomy; School size; Enrollment and choice approach; System-wide options; School action approach", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:23.685+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "30f834db-dbb2-4f59-be1e-4cc72f5bf792", "parentComponentId": null }, { "bbox": { "h": 0.1, "w": 0.9, "x": 0.05, "y": 0.07 }, "kind": "title", "text": "After determining the future state of BPS, the vision for the schools will best require alignment on approach towards key educational drivers, including school action guidelines and portfolio strategy", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Action title", "slug": "action-title", "status": "active", "canonId": "019de52c-fb31-734c-a0f5-a3935b73135d", "version": 1, "description": null }, "framework": null }, "subkind": "action-title", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:23.685+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "99c647e6-31c9-46bb-a9ec-e01372537d8c", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.4, "x": 0.05, "y": 0.03 }, "kind": "title", "text": "TAKING ACTION ON OVEREXTENSION", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:23.685+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "6ea5563b-6121-429e-be2f-0d2b13518b4c", "parentComponentId": null } ], "metrics": [], "tools": [ { "tool": { "name": "Action Titles", "slug": "action-titles", "status": "active", "bestFor": "Any decision-grade deliverable — strategy recommendation, board update, investment memo, M&A review, post-mortem — where the reader is being asked to agree, decide, or act and will skim the title bar at speed.", "canonId": "019dd956-ac70-700b-a608-ba58e78f5dcc", "version": 1, "bodyDocId": "816dad3c-9983-41c1-a86e-978ebd582841", "description": "The McKinsey-bred discipline of writing every slide title as a complete declarative sentence with a verb and an insight, not a topic label. Each title is a sub-claim that ladders up to the deck's governing thought; read in sequence, the titles reconstruct the executive summary.", "familyLabel": null, "categoryName": "Slide", "categorySlug": "slide" }, "agent": "Architect", "layer": "slide", "agents": [ "Architect" ], "matchId": "22a8b1ca-586c-46b1-a4b4-c7af5a4ec401", "evidence": "title/action-title: After determining the future state of BPS, the vision for the schools will best require alignment on approach towards key educational drivers, including school action guidelines and portfolio strategy", "pageRefs": null, "priority": "Core", "whenToUse": "Any decision-grade deliverable — strategy recommendation, board update, investment memo, M&A review, post-mortem — where the reader is being asked to agree, decide, or act and will skim the title bar at speed.", "confidence": 0.9, "extraction": { "at": "2026-07-17 02:11:30.512566+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 187, "whyItWorks": "Solves two failure modes at once. (1) The buried claim: action titles place the conclusion on the page before any analysis is read, so a busy reader doesn't reverse-engineer it from the chart. (2) The spineless deck: because each title is a claim, slides have to ladder up to the governing thought; logical gaps become visible as topic-shaped titles in a sequence that no longer reads as a story.", "antipattern": "Topic labels disguised as titles — Volume by quarter, Key findings, Pricing strategy, Margins have been impacted. No verb, or a passive verb with no agent, or a fact (Revenue grew 12%) without the so-what. Also: titles that overreach the chart's evidence, multi-claim X-grew-but-Y-fell welded titles, and mechanical repetition of the same X-drove-Y template across the deck.", "cardinality": null, "narrativePurpose": "Forces the deck to carry its argument in the title bar so a senior reader can extract the recommendation without opening a single slide; converts a binder of topics into a navigable pyramid where every slide is a node defending the apex." }, { "tool": { "name": "List presentation", "slug": "list-presentation", "status": "active", "bestFor": null, "canonId": "019dd9e1-4ef7-777d-ba68-9074c2b3bcf1", "version": 1, "bodyDocId": null, "description": "Bulleted, numbered, or checklist enumerations.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "3c6949db-5707-419f-b1af-bc2a6d2db816", "evidence": "list/bullet: School type and autonomy; School size; Enrollment and choice approach; System-wide options; School action approach", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.8, "extraction": { "at": "2026-07-17 02:11:30.547216+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 187, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null } ], "frameworks": [], "arcBeats": [], "loops": [], "locked": true }, { "page": 188, "type": "setup", "title": "The slide uses a two-column layout to link problems (constraints) to solutions (policy changes).", "function": "present_solution", "rawType": "comparison_table", "block": null, "metadata": { "slideType": "comparison_table", "slideTypeCanon": { "name": "Comparison table", "slug": "comparison_table", "status": "active", "canonId": "019de52d-0a06-73f8-8813-fe022fab1de2", "version": 1, "description": null }, "function": "present_solution", "functionCanon": { "name": "Present solution", "slug": "present_solution", "status": "active", "canonId": "019de52d-15b8-71da-bd23-2b767850cbce", "version": 1, "description": null }, "density": "balanced", "densityScore": 47, "componentCount": 4, "textChars": 499, "nDataPoints": 0, "notes": "The slide uses a two-column layout to link problems (constraints) to solutions (policy changes).", "elementsJson": null, "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "at": "2026-07-16 19:36:24.345+00", "seconds": 2.635, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019f6b8e-e3f2-73cd-ba44-d930e8bf3977/188", "deck": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977", "deckAnchor": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977#slide-188", "deckJson": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977.json" }, "components": [ { "bbox": { "h": 0.75, "w": 0.6, "x": 0.35, "y": 0.18 }, "kind": "list", "text": "Increase security and safety resources; Reclassify elementary school enrollment boundaries; Proactively support movement of high quality teachers; Provide 'sweeteners' for schools receiving students", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:24.345+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "bdebf986-349b-47bb-a443-2bf12fd6265b", "parentComponentId": null }, { "bbox": { "h": 0.7, "w": 0.28, "x": 0.06, "y": 0.2 }, "kind": "list", "text": "Safety concerns and neighborhood differences; Current enrollment and mobility approach; Human capital challenges; Low levels of support for receiving students from low-performing schools", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:24.345+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "f10854f1-53c9-4182-b11c-7a6b29ac7a76", "parentComponentId": null }, { "bbox": { "h": 0.8, "w": 0.9, "x": 0.05, "y": 0.12 }, "kind": "table", "text": "Example constraints vs Potential policy changes", "attrs": null, "canon": { "kind": { "name": "Table", "slug": "table", "status": "active", "canonId": "019de52c-f9c8-7148-8119-eaac9594cd28", "version": 1, "description": "Tabular data layout." }, "tool": null, "subkind": { "name": "Data table", "slug": "data", "status": "active", "canonId": "019de52d-02d5-75b8-8abf-88e92bf63569", "version": 1, "description": null }, "framework": null }, "subkind": "data", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:24.345+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "85f2a6af-f2eb-4ea5-9f3f-c3961027177b", "parentComponentId": null }, { "bbox": { "h": 0.08, "w": 0.7, "x": 0.05, "y": 0.03 }, "kind": "title", "text": "Design choices will also need to take known constraints into account", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:24.345+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "69530f67-532b-422b-a024-f313cec61646", "parentComponentId": null } ], "metrics": [], "tools": [ { "tool": { "name": "Comparison frame", "slug": "comparison-frame", "status": "active", "bestFor": null, "canonId": "019dd9e1-484b-7399-a4fc-d14644b99f93", "version": 1, "bodyDocId": null, "description": "Two or more states/subjects placed side by side to expose a gap.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "e370f9aa-bb85-4d69-944a-bb204d15974f", "evidence": "type: comparison_table", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.7, "extraction": { "at": "2026-07-17 02:11:30.615753+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 188, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null }, { "tool": { "name": "Table data", "slug": "table-data", "status": "active", "bestFor": null, "canonId": "019dd9e1-4fab-7168-a82f-b847350a006d", "version": 1, "bodyDocId": null, "description": "Tabular layouts of structured data.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "aa5bce98-74e4-474e-b2fc-8223e15650c9", "evidence": "table/data: Example constraints vs Potential policy changes", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.8, "extraction": { "at": "2026-07-17 02:11:30.6493+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 188, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null } ], "frameworks": [ { "matchId": "c0aa9465-5f7f-49bc-a679-894eb96eac57", "evidence": "Mapping constraints to policy solutions", "framework": null, "confidence": 0.8, "extraction": { "at": "2026-07-16 19:36:24.345+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 188, "frameworkName": "constraint" } ], "arcBeats": [], "loops": [], "locked": true }, { "page": 189, "type": "appendix", "title": "The slide shows a 'Master School List' concept with various sub-analyses (demand, performance, district output).", "function": "analyze_data", "rawType": "other", "block": null, "metadata": { "slideType": "other", "slideTypeCanon": { "name": "Other (fallback)", "slug": "other", "status": "active", "canonId": "019de52d-0af5-71ed-83de-d51ae245fc43", "version": 1, "description": null }, "function": "analyze_data", "functionCanon": { "name": "Analyze data", "slug": "analyze_data", "status": "active", "canonId": "019de52d-1590-7413-8c82-cc218cff40b4", "version": 1, "description": null }, "density": "dense", "densityScore": 50, "componentCount": 4, "textChars": 601, "nDataPoints": 0, "notes": "The slide shows a 'Master School List' concept with various sub-analyses (demand, performance, district output).", "elementsJson": null, "confidence": 0.9, "extraction": { "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "at": "2026-07-16 19:36:24.448+00", "seconds": 2.584, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019f6b8e-e3f2-73cd-ba44-d930e8bf3977/189", "deck": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977", "deckAnchor": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977#slide-189", "deckJson": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977.json" }, "components": [ { "bbox": { "h": 0.7, "w": 0.5, "x": 0.45, "y": 0.2 }, "kind": "image", "text": "Visual representation of the analytical tool stack including demand projections, master school lists, and district-level outputs.", "attrs": null, "canon": { "kind": { "name": "Image", "slug": "image", "status": "active", "canonId": "019de52c-f978-701f-a720-51d029d769e7", "version": 1, "description": "Photo, illustration, screenshot or icon." }, "tool": null, "subkind": { "name": "Infographic", "slug": "infographic", "status": "active", "canonId": "019de52c-fe26-750c-9d7d-9f34e21324e8", "version": 1, "description": null }, "framework": null }, "subkind": "infographic", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:24.448+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "bc2f1437-ff8f-4674-867c-3f111a22ba01", "parentComponentId": null }, { "bbox": { "h": 0.25, "w": 0.35, "x": 0.05, "y": 0.6 }, "kind": "list", "text": "Data sources: Operations, Demographics, Academic performance, Security, ADA accessibility, ESRI and US Census.", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:24.448+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "6ecaa964-3bcd-42ff-82a1-e2bfc088ccfa", "parentComponentId": null }, { "bbox": { "h": 0.35, "w": 0.35, "x": 0.05, "y": 0.15 }, "kind": "list", "text": "Objective: to provide a tool to support data driven decision-making in order to determine BPS footprint through the following: Comprehensive database, School-level snapshot, Academic performance, Target reduction/expansion, Initial list of schools.", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:24.448+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "a244f812-6460-4943-abc4-49dc4a1b9319", "parentComponentId": null }, { "bbox": { "h": 0.1, "w": 0.9, "x": 0.05, "y": 0.05 }, "kind": "title", "text": "To lay the analytical foundation for determining the BPS footprint reduction, several analyses could be integrated", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:24.448+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "30a50c33-6c4a-4b24-baa8-2b371d22f422", "parentComponentId": null } ], "metrics": [], "tools": [ { "tool": { "name": "Analytical method", "slug": "analytical-method", "status": "active", "bestFor": null, "canonId": "b42c4911-7946-49b5-951c-5f3d23f4e2bd", "version": 1, "bodyDocId": null, "description": "Diagnostic / structuring methods (5-whys, fishbone, issue tree, hypothesis-driven).", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "16b80c0c-dd84-4913-b3c8-e8d6db419833", "evidence": "list/bullet: Objective: to provide a tool to support data driven decision-making in order to determine BPS footprint through the following: Comprehensive database, School-level snapshot, Academic performance, Target redu", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.7, "extraction": { "at": "2026-07-17 02:11:30.715999+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 189, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null }, { "tool": { "name": "Data Story Arc", "slug": "data-story-arc", "status": "active", "bestFor": null, "canonId": "019dd956-9c30-728e-b974-d3fb123dcf5a", "version": 1, "bodyDocId": null, "description": "Context → Conflict → Insight → Implication structure for data narratives", "familyLabel": null, "categoryName": "Loop", "categorySlug": "loop" }, "agent": "Storyteller", "layer": "slide", "agents": [ "Storyteller" ], "matchId": "d3e3650c-8aa3-406e-91ec-7122301545ef", "evidence": "image/infographic: Visual representation of the analytical tool stack including demand projections, master school lists, and district-level outputs.", "pageRefs": null, "priority": "Core", "whenToUse": null, "confidence": 0.6, "extraction": { "at": "2026-07-17 02:11:30.750913+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 189, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null } ], "frameworks": [], "arcBeats": [], "loops": [], "locked": true }, { "page": 190, "type": "appendix", "title": "The slide uses a simple linear process flow to describe a financial model.", "function": "present_framework", "rawType": "other", "block": null, "metadata": { "slideType": "other", "slideTypeCanon": { "name": "Other (fallback)", "slug": "other", "status": "active", "canonId": "019de52d-0af5-71ed-83de-d51ae245fc43", "version": 1, "description": null }, "function": "present_framework", "functionCanon": { "name": "Present framework", "slug": "present_framework", "status": "active", "canonId": "019de52d-1403-7667-9100-d2ac6709f750", "version": 1, "description": null }, "density": "dense", "densityScore": 66, "componentCount": 6, "textChars": 547, "nDataPoints": 0, "notes": "The slide uses a simple linear process flow to describe a financial model.", "elementsJson": null, "confidence": 0.95, "extraction": { "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "at": "2026-07-16 19:36:25.503+00", "seconds": 3.379, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019f6b8e-e3f2-73cd-ba44-d930e8bf3977/190", "deck": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977", "deckAnchor": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977#slide-190", "deckJson": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977.json" }, "components": [ { "bbox": { "h": 0.15, "w": 0.3, "x": 0.66, "y": 0.7 }, "kind": "callout", "text": "The financial model will illuminate where money is being saved for potential reinvestment", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": null, "subkind": { "name": "Primary callout", "slug": "primary", "status": "active", "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d", "version": 1, "description": null }, "framework": null }, "subkind": "primary", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:25.503+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "5ea39187-faa6-40bc-98b8-cba72d73997e", "parentComponentId": null }, { "bbox": { "h": 0.6, "w": 0.9, "x": 0.04, "y": 0.2 }, "kind": "diagram", "text": "Typical input levers, Typical assumption variables, Model outputs", "attrs": null, "canon": { "kind": { "name": "Diagram", "slug": "diagram", "status": "active", "canonId": "019de52c-f9f0-734a-81de-15382ff28c65", "version": 1, "description": "Schematic or relational diagram." }, "tool": null, "subkind": { "name": "Process flow", "slug": "process", "status": "active", "canonId": "019de52d-039c-718f-ad3a-efe9c4b3c838", "version": 1, "description": null }, "framework": null }, "subkind": "process", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:25.503+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "d12fb8ba-b030-477d-a4e0-02bcc05de783", "parentComponentId": null }, { "bbox": { "h": 0.3, "w": 0.3, "x": 0.05, "y": 0.25 }, "kind": "list", "text": "Open schools, Closed schools, Repurposed buildings, Timing and sequencing", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:25.503+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "02be2e3f-5e60-46e6-bb2c-a7cde05b1327", "parentComponentId": null }, { "bbox": { "h": 0.5, "w": 0.3, "x": 0.35, "y": 0.25 }, "kind": "list", "text": "Facilities maintenance costs, Projected capital investments, School closure costs, Revenue from sale or rental of unused buildings, Transportation costs, Labor costs, Communications costs", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:25.503+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "8c2127ab-36c8-4179-8700-a2035d8d4c47", "parentComponentId": null }, { "bbox": { "h": 0.15, "w": 0.3, "x": 0.66, "y": 0.25 }, "kind": "list", "text": "Scenario savings, Scenario costs", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:25.503+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "dbd95350-a098-4f75-ae56-340f9c1f214e", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.9, "x": 0.04, "y": 0.3 }, "kind": "title", "text": "The cost-benefit model could provide a critical input and fact base on financials for decision making", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:25.503+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "fe348c48-21b6-48dc-afbd-cd4165b60673", "parentComponentId": null } ], "metrics": [], "tools": [ { "tool": { "name": "Waterfall chart", "slug": "waterfall-chart", "status": "active", "bestFor": null, "canonId": "e2799da3-725f-44a9-a093-570f1f388e64", "version": 1, "bodyDocId": null, "description": null, "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "dc1d2b6e-b3fc-4a27-a37d-3963fa8826ed", "evidence": "diagram/process: Typical input levers, Typical assumption variables, Model outputs", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.6, "extraction": { "at": "2026-07-17 02:11:30.819602+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 190, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null } ], "frameworks": [ { "matchId": "6253fd9c-605a-4787-bd15-bbc2cea8ca28", "evidence": "Linear flow from inputs to outputs", "framework": null, "confidence": 0.8, "extraction": { "at": "2026-07-16 19:36:25.503+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 190, "frameworkName": "process" } ], "arcBeats": [], "loops": [], "locked": true }, { "page": 191, "type": "resolution", "title": "The slide uses a circular process flow to represent stakeholder engagement steps.", "function": "plan_implementation", "rawType": "transition", "block": null, "metadata": { "slideType": "transition", "slideTypeCanon": { "name": "Transition", "slug": "transition", "status": "active", "canonId": "019de52d-0693-7766-9f05-887f41f8e41e", "version": 1, "description": null }, "function": "plan_implementation", "functionCanon": { "name": "Plan implementation", "slug": "plan_implementation", "status": "active", "canonId": "019de52d-14a2-77ea-b210-d6a95eed4823", "version": 1, "description": null }, "density": "overcrowded", "densityScore": 80, "componentCount": 8, "textChars": 777, "nDataPoints": 0, "notes": "The slide uses a circular process flow to represent stakeholder engagement steps.", "elementsJson": null, "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "at": "2026-07-16 19:36:25.416+00", "seconds": 3.26, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019f6b8e-e3f2-73cd-ba44-d930e8bf3977/191", "deck": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977", "deckAnchor": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977#slide-191", "deckJson": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977.json" }, "components": [ { "bbox": { "h": 0.75, "w": 0.6, "x": 0.2, "y": 0.15 }, "kind": "diagram", "text": "6-step circular stakeholder engagement process", "attrs": null, "canon": { "kind": { "name": "Diagram", "slug": "diagram", "status": "active", "canonId": "019de52c-f9f0-734a-81de-15382ff28c65", "version": 1, "description": "Schematic or relational diagram." }, "tool": null, "subkind": { "name": "Process flow", "slug": "process", "status": "active", "canonId": "019de52d-039c-718f-ad3a-efe9c4b3c838", "version": 1, "description": null }, "framework": null }, "subkind": "process", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:25.416+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "1a60d313-2592-4b11-8bd0-ea58720552d1", "parentComponentId": null }, { "bbox": { "h": 0.1, "w": 0.25, "x": 0.75, "y": 0.15 }, "kind": "list", "text": "Prepare to articulate a good understanding of the proposed changes to be implemented and of change approach", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:25.416+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "042b25a4-578a-4f86-8f23-d798d33624e7", "parentComponentId": null }, { "bbox": { "h": 0.15, "w": 0.25, "x": 0.75, "y": 0.42 }, "kind": "list", "text": "Identify any individual or group that impacts or is impacted by proposed changes (e.g., unions, media, political groups, local communities, etc.)", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:25.416+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "47c14379-19d5-4ee0-80fd-bbb09260355c", "parentComponentId": null }, { "bbox": { "h": 0.15, "w": 0.3, "x": 0.03, "y": 0.75 }, "kind": "list", "text": "Use consensus building tools/approaches to develop overall stakeholder plan. Use results of stakeholder analysis to carefully plan schedule and agenda of stakeholder interactions", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:25.416+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "4b32a4ff-102f-4cd9-8cff-5c65b5c28c83", "parentComponentId": null }, { "bbox": { "h": 0.1, "w": 0.25, "x": 0.03, "y": 0.15 }, "kind": "list", "text": "Gather feedback on progress and make required mid-course adjustments", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:25.416+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "8aa809b6-bc83-46f0-88c6-92d58ae22055", "parentComponentId": null }, { "bbox": { "h": 0.1, "w": 0.25, "x": 0.03, "y": 0.42 }, "kind": "list", "text": "Execute plan according to agreed timetable", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:25.416+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "990e1c14-fff3-4c40-844c-3565dda6f1d3", "parentComponentId": null }, { "bbox": { "h": 0.1, "w": 0.25, "x": 0.75, "y": 0.75 }, "kind": "list", "text": "Analyze stakeholders to determine key needs and interests and how change will impact them", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:25.416+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "ec68f269-9462-4667-aff7-474ee7faa70b", "parentComponentId": null }, { "bbox": { "h": 0.1, "w": 0.7, "x": 0.03, "y": 0.03 }, "kind": "title", "text": "Community buy-in will be the product of a thoughtful and well-executed stakeholder engagement approach", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:25.416+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "1c3e66e0-ed63-435d-b2ec-08a899c342cf", "parentComponentId": null } ], "metrics": [], "tools": [ { "tool": { "name": "Audience Definition", "slug": "audience-definition", "status": "active", "bestFor": null, "canonId": "019dd956-7f2a-775d-aeee-ff099bcb7756", "version": 1, "bodyDocId": null, "description": "Six key questions: Who are they? What do they know? What do they believe? What do they care about? What do they fear? What decisions can they make?", "familyLabel": null, "categoryName": "Block", "categorySlug": "block" }, "agent": "Storyteller", "layer": "slide", "agents": [ "Storyteller" ], "matchId": "14321fe7-b62a-477b-8677-57d9913730b5", "evidence": "list/bullet: Use consensus building tools/approaches to develop overall stakeholder plan. Use results of stakeholder analysis to carefully plan schedule and agenda of stakeholder interactions", "pageRefs": null, "priority": "Core", "whenToUse": null, "confidence": 0.7, "extraction": { "at": "2026-07-17 02:11:30.887709+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 191, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "tool": { "name": "Process flow", "slug": "process-flow", "status": "active", "bestFor": null, "canonId": "019dd9e1-4dca-76bc-8135-401836a1c4c0", "version": 1, "bodyDocId": null, "description": "Workflow, steps, sequential diagram.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "3f8ef584-eb6d-4757-b4a2-36a7c8cd65be", "evidence": "diagram/process: 6-step circular stakeholder engagement process", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.8, "extraction": { "at": "2026-07-17 02:11:30.9213+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 191, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null } ], "frameworks": [ { "matchId": "11d87fc2-8d18-446f-8c39-b71ef3b5d07e", "evidence": "Circular 6-step diagram", "framework": null, "confidence": 0.8, "extraction": { "at": "2026-07-16 19:36:25.416+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 191, "frameworkName": "process" } ], "arcBeats": [], "loops": [], "locked": true }, { "page": 192, "type": "appendix", "title": "The slide uses a vertical gradient arrow to denote formality levels for 1-way communication.", "function": "present_framework", "rawType": "other", "block": null, "metadata": { "slideType": "other", "slideTypeCanon": { "name": "Other (fallback)", "slug": "other", "status": "active", "canonId": "019de52d-0af5-71ed-83de-d51ae245fc43", "version": 1, "description": null }, "function": "present_framework", "functionCanon": { "name": "Present framework", "slug": "present_framework", "status": "active", "canonId": "019de52d-1403-7667-9100-d2ac6709f750", "version": 1, "description": null }, "density": "balanced", "densityScore": 33, "componentCount": 4, "textChars": 223, "nDataPoints": 0, "notes": "The slide uses a vertical gradient arrow to denote formality levels for 1-way communication.", "elementsJson": null, "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "at": "2026-07-16 19:36:24.564+00", "seconds": 2.301, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019f6b8e-e3f2-73cd-ba44-d930e8bf3977/192", "deck": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977", "deckAnchor": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977#slide-192", "deckJson": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977.json" }, "components": [ { "bbox": { "h": 0.75, "w": 0.45, "x": 0.04, "y": 0.15 }, "kind": "table", "text": "1-way communication channels and descriptions", "attrs": null, "canon": { "kind": { "name": "Table", "slug": "table", "status": "active", "canonId": "019de52c-f9c8-7148-8119-eaac9594cd28", "version": 1, "description": "Tabular data layout." }, "tool": null, "subkind": { "name": "Data table", "slug": "data", "status": "active", "canonId": "019de52d-02d5-75b8-8abf-88e92bf63569", "version": 1, "description": null }, "framework": null }, "subkind": "data", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:24.564+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "60f1798f-e068-47af-8c3d-38646632c800", "parentComponentId": null }, { "bbox": { "h": 0.75, "w": 0.45, "x": 0.52, "y": 0.15 }, "kind": "table", "text": "2-way communication channels and descriptions", "attrs": null, "canon": { "kind": { "name": "Table", "slug": "table", "status": "active", "canonId": "019de52c-f9c8-7148-8119-eaac9594cd28", "version": 1, "description": "Tabular data layout." }, "tool": null, "subkind": { "name": "Data table", "slug": "data", "status": "active", "canonId": "019de52d-02d5-75b8-8abf-88e92bf63569", "version": 1, "description": null }, "framework": null }, "subkind": "data", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:24.564+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "dceb842b-f345-41be-b3dc-a29e23d5df4c", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.4, "x": 0.04, "y": 0.01 }, "kind": "title", "text": "TAKING ACTION ON OVEREXTENSION", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Action title", "slug": "action-title", "status": "active", "canonId": "019de52c-fb31-734c-a0f5-a3935b73135d", "version": 1, "description": null }, "framework": null }, "subkind": "action-title", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:24.564+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "97696ea9-8b3c-41f8-ac85-66101563e1bd", "parentComponentId": null }, { "bbox": { "h": 0.08, "w": 0.8, "x": 0.04, "y": 0.04 }, "kind": "title", "text": "The community engagement strategy will need to account for a variety of communication channels (1 of 2)", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:24.564+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "8f391857-68ce-40e1-ab32-161adc70f022", "parentComponentId": null } ], "metrics": [], "tools": [ { "tool": { "name": "2x2 matrix", "slug": "matrix-2x2", "status": "active", "bestFor": null, "canonId": "019dd9e1-50ab-72d1-8afb-3ab0a38e32a8", "version": 1, "bodyDocId": null, "description": "BCG matrix, importance/urgency, any axes-and-quadrants frame.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "73c1f465-fa15-4674-a01f-3e5c6a2cfd03", "evidence": "table/data: 1-way communication channels and descriptions", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.6, "extraction": { "at": "2026-07-17 02:11:30.987327+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 192, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null } ], "frameworks": [ { "matchId": "1b1c6fa7-a397-40a8-8c8b-d8cb0a4dfd07", "evidence": "Side-by-side comparison of communication types", "framework": null, "confidence": 0.8, "extraction": { "at": "2026-07-16 19:36:24.564+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 192, "frameworkName": "comparison_frame" } ], "arcBeats": [], "loops": [], "locked": true }, { "page": 193, "type": "setup", "title": "The slide uses a spectrum-based framework to define channel characteristics.", "function": "present_framework", "rawType": "comparison_table", "block": null, "metadata": { "slideType": "comparison_table", "slideTypeCanon": { "name": "Comparison table", "slug": "comparison_table", "status": "active", "canonId": "019de52d-0a06-73f8-8813-fe022fab1de2", "version": 1, "description": null }, "function": "present_framework", "functionCanon": { "name": "Present framework", "slug": "present_framework", "status": "active", "canonId": "019de52d-1403-7667-9100-d2ac6709f750", "version": 1, "description": null }, "density": "balanced", "densityScore": 34, "componentCount": 4, "textChars": 231, "nDataPoints": 0, "notes": "The slide uses a spectrum-based framework to define channel characteristics.", "elementsJson": null, "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "at": "2026-07-16 19:36:26.092+00", "seconds": 3.52, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019f6b8e-e3f2-73cd-ba44-d930e8bf3977/193", "deck": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977", "deckAnchor": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977#slide-193", "deckJson": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977.json" }, "components": [ { "bbox": { "h": 0.7, "w": 0.92, "x": 0.04, "y": 0.2 }, "kind": "framework", "text": "Spectrum of options for communication channels", "attrs": null, "canon": { "kind": { "name": "Framework", "slug": "framework", "status": "active", "canonId": "019de52c-fa18-77c6-b10a-ccb8277ac0fa", "version": 1, "description": "Named conceptual framework instance." }, "tool": null, "subkind": { "name": "Framework instance", "slug": "instance", "status": "active", "canonId": "019de52d-05a2-72af-be0b-7edc60708a03", "version": 1, "description": null }, "framework": null }, "subkind": "instance", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:26.092+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "ee85d3a5-bace-4474-923f-37490f3f8c1e", "parentComponentId": null }, { "bbox": { "h": 0.7, "w": 0.92, "x": 0.04, "y": 0.2 }, "kind": "table", "text": "Comparison table of communication channel dimensions", "attrs": null, "canon": { "kind": { "name": "Table", "slug": "table", "status": "active", "canonId": "019de52c-f9c8-7148-8119-eaac9594cd28", "version": 1, "description": "Tabular data layout." }, "tool": null, "subkind": { "name": "Data table", "slug": "data", "status": "active", "canonId": "019de52d-02d5-75b8-8abf-88e92bf63569", "version": 1, "description": null }, "framework": null }, "subkind": "data", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:26.092+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "e7ec2e32-da66-45e3-80b5-66880ed5862a", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.4, "x": 0.04, "y": 0.01 }, "kind": "title", "text": "TAKING ACTION ON OVEREXTENSION", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Action title", "slug": "action-title", "status": "active", "canonId": "019de52c-fb31-734c-a0f5-a3935b73135d", "version": 1, "description": null }, "framework": null }, "subkind": "action-title", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:26.092+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "f1ad7b7c-7b47-4ac5-9a41-a2810114f85a", "parentComponentId": null }, { "bbox": { "h": 0.08, "w": 0.8, "x": 0.04, "y": 0.04 }, "kind": "title", "text": "The community engagement strategy will need to account for a variety of communication channels (2 of 2)", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:26.092+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "1532fc2c-d0b4-423a-b6e7-768762774d3b", "parentComponentId": null } ], "metrics": [], "tools": [ { "tool": { "name": "Comparison frame", "slug": "comparison-frame", "status": "active", "bestFor": null, "canonId": "019dd9e1-484b-7399-a4fc-d14644b99f93", "version": 1, "bodyDocId": null, "description": "Two or more states/subjects placed side by side to expose a gap.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "878eaec5-bfb0-47ca-9095-d8151b85a37a", "evidence": "type: comparison_table", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.7, "extraction": { "at": "2026-07-17 02:11:31.056727+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 193, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null } ], "frameworks": [ { "matchId": "faa0c608-fbb1-4e9e-8e6c-56000bb65234", "evidence": "The slide uses a table to compare channel attributes across a spectrum of options.", "framework": null, "confidence": 0.9, "extraction": { "at": "2026-07-16 19:36:26.092+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 193, "frameworkName": "comparison-frame" } ], "arcBeats": [], "loops": [], "locked": true }, { "page": 194, "type": "resolution", "title": "The slide uses a matrix-style timeline layout to track two workstreams over six months.", "function": "plan_implementation", "rawType": "roadmap", "block": null, "metadata": { "slideType": "roadmap", "slideTypeCanon": { "name": "Roadmap", "slug": "roadmap", "status": "active", "canonId": "019de52d-0a55-72bc-9b7b-a47ef109839c", "version": 1, "description": null }, "function": "plan_implementation", "functionCanon": { "name": "Plan implementation", "slug": "plan_implementation", "status": "active", "canonId": "019de52d-14a2-77ea-b210-d6a95eed4823", "version": 1, "description": null }, "density": "balanced", "densityScore": 33, "componentCount": 4, "textChars": 211, "nDataPoints": 0, "notes": "The slide uses a matrix-style timeline layout to track two workstreams over six months.", "elementsJson": null, "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "at": "2026-07-16 19:36:25.148+00", "seconds": 2.546, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019f6b8e-e3f2-73cd-ba44-d930e8bf3977/194", "deck": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977", "deckAnchor": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977#slide-194", "deckJson": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977.json" }, "components": [ { "bbox": { "h": 0.78, "w": 0.92, "x": 0.04, "y": 0.13 }, "kind": "framework", "text": "Six-month roadmap matrix", "attrs": null, "canon": { "kind": { "name": "Framework", "slug": "framework", "status": "active", "canonId": "019de52c-fa18-77c6-b10a-ccb8277ac0fa", "version": 1, "description": "Named conceptual framework instance." }, "tool": null, "subkind": { "name": "Framework instance", "slug": "instance", "status": "active", "canonId": "019de52d-05a2-72af-be0b-7edc60708a03", "version": 1, "description": null }, "framework": null }, "subkind": "instance", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:25.148+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "6438898c-9789-40a0-bfd0-1327eae13a33", "parentComponentId": null }, { "bbox": { "h": 0.28, "w": 0.55, "x": 0.12, "y": 0.21 }, "kind": "list", "text": "Data and analytics workstream tasks across months 1-4", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:25.148+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "1fec4feb-3a00-4ac1-9cca-2bcbc9b4d488", "parentComponentId": null }, { "bbox": { "h": 0.35, "w": 0.85, "x": 0.12, "y": 0.55 }, "kind": "list", "text": "Policy decisions workstream tasks across months 1-6", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:25.148+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "ec8657dc-a042-4cd4-a89e-8d905a2ef89a", "parentComponentId": null }, { "bbox": { "h": 0.08, "w": 0.85, "x": 0.04, "y": 0.04 }, "kind": "title", "text": "BPS could follow a six month journey to align on the 10-year vision for the schools", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:25.148+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "1ca8d0be-9757-47d3-92f8-7f1f9c73bb5a", "parentComponentId": null } ], "metrics": [], "tools": [ { "tool": { "name": "NxN matrix", "slug": "matrix-nxn", "status": "active", "bestFor": null, "canonId": "019de52d-2313-71fa-bb45-a7d1a4aae23a", "version": 1, "bodyDocId": null, "description": null, "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "ae18aea8-9d54-42ef-bd85-08357655b154", "evidence": "framework/instance: Six-month roadmap matrix", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.6, "extraction": { "at": "2026-07-17 02:11:31.125526+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 194, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null } ], "frameworks": [ { "matchId": "5c542210-e4fb-4839-b5fe-ea1b4dcaca5f", "evidence": "Timeline-based project management view with workstreams and time intervals.", "framework": null, "confidence": 1, "extraction": { "at": "2026-07-16 19:36:25.148+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 194, "frameworkName": "gantt-chart" } ], "arcBeats": [], "loops": [], "locked": true }, { "page": 195, "type": "setup", "function": "front_matter", "rawType": "table_of_contents", "block": null, "metadata": { "slideType": "table_of_contents", "slideTypeCanon": { "name": "Table of contents", "slug": "table_of_contents", "status": "active", "canonId": "019de52d-0643-721b-9b85-69676bb85cf8", "version": 1, "description": null }, "function": "front_matter", "functionCanon": { "name": "Front matter", "slug": "front_matter", "status": "active", "canonId": "019de52d-133d-73f0-9e26-201eda96b098", "version": 1, "description": null }, "density": "sparse", "densityScore": 20, "componentCount": 2, "textChars": 281, "nDataPoints": 0, "notes": null, "elementsJson": null, "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "at": "2026-07-16 19:36:24.983+00", "seconds": 2.316, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019f6b8e-e3f2-73cd-ba44-d930e8bf3977/195", "deck": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977", "deckAnchor": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977#slide-195", "deckJson": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977.json" }, "components": [ { "bbox": { "h": 0.65, "w": 0.42, "x": 0.358, "y": 0.192 }, "kind": "list", "text": "Executive summary\nSystem overview\nPhase I: Scan of 25 RFP areas\nPhase II: Area deep dives\nPhase III: Capturing opportunities\n- Taking action on overextension\n- Taking action on SPED\n- Data next steps\n- 3-6 month plan\n- Taking action on organizational effectiveness\nAppendix", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:24.983+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "3ea5e917-3ea4-4bbf-86ec-6194aed5e8c8", "parentComponentId": null }, { "bbox": { "h": 0.04, "w": 0.12, "x": 0.12, "y": 0.04 }, "kind": "title", "text": "Contents", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:24.983+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "29ea7c57-ec4e-458f-b075-e292adf2ff3a", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [], "arcBeats": [], "loops": [], "locked": true }, { "page": 196, "type": "tension", "title": "The chart uses a horizontal bar format to show the distribution of classification rates, with a specific callout for the 100% outlier group.", "function": "frame_problem", "rawType": "problem_statement", "block": null, "metadata": { "slideType": "problem_statement", "slideTypeCanon": { "name": "Problem statement", "slug": "problem_statement", "status": "active", "canonId": "019de52d-0879-768d-bba8-8da8a5a121d4", "version": 1, "description": null }, "function": "frame_problem", "functionCanon": { "name": "Frame problem", "slug": "frame_problem", "status": "active", "canonId": "019de52d-13db-753e-ad70-e9b2d0dab398", "version": 1, "description": null }, "density": "dense", "densityScore": 65, "componentCount": 5, "textChars": 527, "nDataPoints": 14, "notes": "The chart uses a horizontal bar format to show the distribution of classification rates, with a specific callout for the 100% outlier group.", "elementsJson": null, "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "at": "2026-07-16 19:36:25.471+00", "seconds": 2.766, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019f6b8e-e3f2-73cd-ba44-d930e8bf3977/196", "deck": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977", "deckAnchor": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977#slide-196", "deckJson": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977.json" }, "components": [ { "bbox": { "h": 0.15, "w": 0.68, "x": 0.3, "y": 0.67 }, "kind": "callout", "text": "Deeper data dives, at the level of IEP are needed to understand whether students in these programs are being classified, when they may be over classified. Cultural shifts in the district may be necessary to identify whether classification is systematically too high, or appropriate, given the student population", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": null, "subkind": { "name": "Primary callout", "slug": "primary", "status": "active", "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d", "version": 1, "description": null }, "framework": null }, "subkind": "primary", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:25.471+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "e5946a58-d280-4f7d-8d2a-4be748cecfb0", "parentComponentId": null }, { "bbox": { "h": 0.65, "w": 0.6, "x": 0.03, "y": 0.17 }, "kind": "chart", "text": "Distribution of SPED classification rates", "attrs": null, "canon": { "kind": { "name": "Chart", "slug": "chart", "status": "active", "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8", "version": 1, "description": "Quantitative chart." }, "tool": null, "subkind": { "name": "Horizontal bar chart", "slug": "bar-horizontal", "status": "active", "canonId": "019de52c-fec4-7221-986b-1cb5f5e84b1f", "version": 1, "description": null }, "framework": null }, "subkind": "bar-horizontal", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:25.471+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "71d9e56c-03f3-40f8-acc1-800e14b70433", "parentComponentId": null }, { "bbox": { "h": 0.45, "w": 0.3, "x": 0.64, "y": 0.00195 }, "kind": "list", "text": "List of 14 schools with 100% classification rate", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:25.471+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "12b6de2c-0ab4-43cd-99fd-1566b14a00df", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.25, "x": 0.01, "y": 0.95 }, "kind": "source-note", "text": "Source: Office of Special Education data", "attrs": null, "canon": { "kind": { "name": "Source note", "slug": "source-note", "status": "active", "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948", "version": 1, "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": "source-note", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:25.471+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "22619f10-4ae8-4c09-9cd3-2cc2bf9cd270", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.68, "x": 0.01, "y": 0.04 }, "kind": "title", "text": "There are 14 schools who classified 100% of referred students as having disabilities...", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:25.471+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "44a21008-b773-4ef6-9011-a287b2d3212c", "parentComponentId": null } ], "metrics": [], "tools": [ { "tool": { "name": "Chart Selection Guide", "slug": "chart-selection-guide", "status": "active", "bestFor": null, "canonId": "019dd956-b1a0-700b-ba17-0e16c4d5bcae", "version": 1, "bodyDocId": null, "description": "Choosing the right chart type for your data and message", "familyLabel": null, "categoryName": "Slide", "categorySlug": "slide" }, "agent": "Designer", "layer": "slide", "agents": [ "Designer" ], "matchId": "817acd24-607b-4862-af69-2d1def26b5e0", "evidence": "chart/bar-horizontal: Distribution of SPED classification rates", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.6, "extraction": { "at": "2026-07-17 02:11:31.26844+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 196, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null }, { "tool": { "name": "Problem Statement Canvas", "slug": "problem-statement-canvas", "status": "active", "bestFor": null, "canonId": "019dd956-839d-744b-ad11-9bf3e3642a18", "version": 1, "bodyDocId": null, "description": "Structured definition of the problem: What? Who? Where? When? Scale?", "familyLabel": null, "categoryName": "Block", "categorySlug": "block" }, "agent": "Architect", "layer": "slide", "agents": [ "Architect" ], "matchId": "13071cf6-4d41-4dd5-94e5-5ac70848a0f4", "evidence": "type: problem_statement", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.7, "extraction": { "at": "2026-07-17 02:11:31.234233+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 196, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null } ], "frameworks": [ { "matchId": "a50433c2-ceeb-4b90-93f4-c73b8c132e90", "evidence": "The slide identifies an outlier group (14 schools) and proposes a diagnostic approach (deeper data dives) to understand the root cause.", "framework": null, "confidence": 0.8, "extraction": { "at": "2026-07-16 19:36:25.471+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 196, "frameworkName": "diagnostic-test" } ], "arcBeats": [], "loops": [], "locked": true }, { "page": 197, "type": "tension", "title": "The slide title mentions 34 schools, but the body text lists 35 schools. The chart is a histogram showing the distribution of classification rates.", "function": "frame_problem", "rawType": "problem_statement", "block": null, "metadata": { "slideType": "problem_statement", "slideTypeCanon": { "name": "Problem statement", "slug": "problem_statement", "status": "active", "canonId": "019de52d-0879-768d-bba8-8da8a5a121d4", "version": 1, "description": null }, "function": "frame_problem", "functionCanon": { "name": "Frame problem", "slug": "frame_problem", "status": "active", "canonId": "019de52d-13db-753e-ad70-e9b2d0dab398", "version": 1, "description": null }, "density": "dense", "densityScore": 66, "componentCount": 6, "textChars": 402, "nDataPoints": 1, "notes": "The slide title mentions 34 schools, but the body text lists 35 schools. The chart is a histogram showing the distribution of classification rates.", "elementsJson": null, "confidence": 0.95, "extraction": { "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "at": "2026-07-16 19:36:25.456+00", "seconds": 2.655, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019f6b8e-e3f2-73cd-ba44-d930e8bf3977/197", "deck": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977", "deckAnchor": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977#slide-197", "deckJson": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977.json" }, "components": [ { "bbox": { "h": 0.1, "w": 0.25, "x": 0.708, "y": 0.224 }, "kind": "callout", "text": "Deeper data dives, at the level of IEP are needed to understand whether students in these programs are not getting services they need", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": null, "subkind": { "name": "Primary callout", "slug": "primary", "status": "active", "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d", "version": 1, "description": null }, "framework": null }, "subkind": "primary", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:25.456+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "5dc7a25a-535a-4465-b732-2623aff24331", "parentComponentId": null }, { "bbox": { "h": 0.75, "w": 0.96, "x": 0.02, "y": 0.13 }, "kind": "chart", "text": "Rates of SPED classifications among referred population, by school, SY 14-15", "attrs": null, "canon": { "kind": { "name": "Chart", "slug": "chart", "status": "active", "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8", "version": 1, "description": "Quantitative chart." }, "tool": null, "subkind": { "name": "Histogram", "slug": "histogram", "status": "active", "canonId": "019de52d-01be-761c-b49c-3e9fe75bd252", "version": 1, "description": null }, "framework": null }, "subkind": "histogram", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:25.456+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "4da31de7-9262-433d-8890-3b0ae7adbf62", "parentComponentId": null }, { "bbox": { "h": 0.4, "w": 0.6, "x": 0.335, "y": 0.4 }, "kind": "list", "text": "List of 35 schools with 0% classification rate", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:25.456+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "41815391-96a5-4be0-9588-829344da2c5a", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.25, "x": 0.02, "y": 0.95 }, "kind": "source-note", "text": "Source: Office of Special Education data", "attrs": null, "canon": { "kind": { "name": "Source note", "slug": "source-note", "status": "active", "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948", "version": 1, "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": "source-note", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:25.456+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "ba43629d-2a02-421e-a26b-de7cf82a203a", "parentComponentId": null }, { "bbox": { "h": 0.06, "w": 0.65, "x": 0.02, "y": 0.06 }, "kind": "title", "text": "...while there are 34 schools who classified 0% of its student population", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Action title", "slug": "action-title", "status": "active", "canonId": "019de52c-fb31-734c-a0f5-a3935b73135d", "version": 1, "description": null }, "framework": null }, "subkind": "action-title", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:25.456+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "31c43b9d-3fda-4c1e-8cf7-f4fa9470a3cc", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.35, "x": 0.02, "y": 0.02 }, "kind": "title", "text": "TAKING ACTION ON SPECIAL EDUCATION", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:25.456+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "85dced63-0488-4d5a-b9ad-abc17295e0ee", "parentComponentId": null } ], "metrics": [], "tools": [ { "tool": { "name": "Problem Statement Canvas", "slug": "problem-statement-canvas", "status": "active", "bestFor": null, "canonId": "019dd956-839d-744b-ad11-9bf3e3642a18", "version": 1, "bodyDocId": null, "description": "Structured definition of the problem: What? Who? Where? When? Scale?", "familyLabel": null, "categoryName": "Block", "categorySlug": "block" }, "agent": "Architect", "layer": "slide", "agents": [ "Architect" ], "matchId": "106c8e60-d6bd-4b67-920b-ee80189357b5", "evidence": "type: problem_statement", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.7, "extraction": { "at": "2026-07-17 02:11:31.337213+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 197, "whyItWorks": null, "antipattern": null, "cardinality": null, "narrativePurpose": null } ], "frameworks": [], "arcBeats": [], "loops": [], "locked": true }, { "page": 198, "type": "appendix", "title": "The slide uses a structured approach to categorize research actions based on school classification rates (lowest, highest, and standardization).", "function": "plan_implementation", "rawType": "other", "block": null, "metadata": { "slideType": "other", "slideTypeCanon": { "name": "Other (fallback)", "slug": "other", "status": "active", "canonId": "019de52d-0af5-71ed-83de-d51ae245fc43", "version": 1, "description": null }, "function": "plan_implementation", "functionCanon": { "name": "Plan implementation", "slug": "plan_implementation", "status": "active", "canonId": "019de52d-14a2-77ea-b210-d6a95eed4823", "version": 1, "description": null }, "density": "sparse", "densityScore": 23, "componentCount": 3, "textChars": 197, "nDataPoints": 0, "notes": "The slide uses a structured approach to categorize research actions based on school classification rates (lowest, highest, and standardization).", "elementsJson": null, "confidence": 0.95, "extraction": { "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "at": "2026-07-16 19:36:25.262+00", "seconds": 2.325, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019f6b8e-e3f2-73cd-ba44-d930e8bf3977/198", "deck": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977", "deckAnchor": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977#slide-198", "deckJson": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977.json" }, "components": [ { "bbox": { "h": 0.75, "w": 0.94, "x": 0.03, "y": 0.16 }, "kind": "table", "text": "School type, Action, Outcome", "attrs": null, "canon": { "kind": { "name": "Table", "slug": "table", "status": "active", "canonId": "019de52c-f9c8-7148-8119-eaac9594cd28", "version": 1, "description": "Tabular data layout." }, "tool": null, "subkind": { "name": "Data table", "slug": "data", "status": "active", "canonId": "019de52d-02d5-75b8-8abf-88e92bf63569", "version": 1, "description": null }, "framework": null }, "subkind": "data", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:25.262+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "80fa7e1e-ec7b-4983-b946-ebd1b271e406", "parentComponentId": null }, { "bbox": { "h": 0.08, "w": 0.9, "x": 0.03, "y": 0.07 }, "kind": "title", "text": "Further research into outlying programs may identify students who are not receiving the services they need or are being over-classified", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Action title", "slug": "action-title", "status": "active", "canonId": "019de52c-fb31-734c-a0f5-a3935b73135d", "version": 1, "description": null }, "framework": null }, "subkind": "action-title", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:25.262+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "011f8090-63f9-49bb-a8eb-77926af85f79", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.35, "x": 0.03, "y": 0.03 }, "kind": "title", "text": "TAKING ACTION ON SPECIAL EDUCATION", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Subtitle", "slug": "subtitle", "status": "active", "canonId": "019de52c-fb09-739d-900c-815b0d9ac526", "version": 1, "description": null }, "framework": null }, "subkind": "subtitle", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:25.262+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "8bce638f-5502-484f-9485-d964675af19e", "parentComponentId": null } ], "metrics": [], "tools": [ { "tool": { "name": "Table data", "slug": "table-data", "status": "active", "bestFor": null, "canonId": "019dd9e1-4fab-7168-a82f-b847350a006d", "version": 1, "bodyDocId": null, "description": "Tabular layouts of structured data.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "a433b42d-bc18-455c-a893-aab0d6a77b4c", "evidence": "table/data: School type, Action, Outcome", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.8, "extraction": { "at": "2026-07-17 02:11:31.405983+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 198, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null } ], "frameworks": [ { "matchId": "5eb3745d-6860-4878-b017-2390d4289c0d", "evidence": "The slide maps specific school types to research actions and their corresponding outcomes.", "framework": null, "confidence": 0.8, "extraction": { "at": "2026-07-16 19:36:25.262+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 198, "frameworkName": "logical-chain" } ], "arcBeats": [], "loops": [], "locked": true }, { "page": 199, "type": "appendix", "title": "The slide outlines a research framework for improving special education classification and student outcomes.", "function": "plan_implementation", "rawType": "other", "block": null, "metadata": { "slideType": "other", "slideTypeCanon": { "name": "Other (fallback)", "slug": "other", "status": "active", "canonId": "019de52d-0af5-71ed-83de-d51ae245fc43", "version": 1, "description": null }, "function": "plan_implementation", "functionCanon": { "name": "Plan implementation", "slug": "plan_implementation", "status": "active", "canonId": "019de52d-14a2-77ea-b210-d6a95eed4823", "version": 1, "description": null }, "density": "balanced", "densityScore": 26, "componentCount": 3, "textChars": 245, "nDataPoints": 0, "notes": "The slide outlines a research framework for improving special education classification and student outcomes.", "elementsJson": null, "confidence": 0.95, "extraction": { "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "at": "2026-07-16 19:36:25.417+00", "seconds": 2.293, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019f6b8e-e3f2-73cd-ba44-d930e8bf3977/199", "deck": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977", "deckAnchor": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977#slide-199", "deckJson": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977.json" }, "components": [ { "bbox": { "h": 0.8, "w": 0.96, "x": 0.02, "y": 0.14 }, "kind": "table", "text": "Table with columns: Area for further research, Description, Data needed, Analysis and next steps", "attrs": null, "canon": { "kind": { "name": "Table", "slug": "table", "status": "active", "canonId": "019de52c-f9c8-7148-8119-eaac9594cd28", "version": 1, "description": "Tabular data layout." }, "tool": null, "subkind": { "name": "Data table", "slug": "data", "status": "active", "canonId": "019de52d-02d5-75b8-8abf-88e92bf63569", "version": 1, "description": null }, "framework": null }, "subkind": "data", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:25.417+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "26290616-945d-4c33-b964-6d2167c60b24", "parentComponentId": null }, { "bbox": { "h": 0.08, "w": 0.9, "x": 0.02, "y": 0.06 }, "kind": "title", "text": "Further understanding variations can move misidentified students into more appropriate settings and capture savings", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Action title", "slug": "action-title", "status": "active", "canonId": "019de52c-fb31-734c-a0f5-a3935b73135d", "version": 1, "description": null }, "framework": null }, "subkind": "action-title", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:25.417+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "d9475910-fb00-455c-957c-ce619f1c6eea", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.4, "x": 0.02, "y": 0.02 }, "kind": "title", "text": "TAKING ACTION ON SPECIAL EDUCATION", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:25.417+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "8b6377bd-0ef9-41db-8bb4-bc082db2595b", "parentComponentId": null } ], "metrics": [], "tools": [ { "tool": { "name": "Table data", "slug": "table-data", "status": "active", "bestFor": null, "canonId": "019dd9e1-4fab-7168-a82f-b847350a006d", "version": 1, "bodyDocId": null, "description": "Tabular layouts of structured data.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "bda07f5f-24ed-49dc-aab0-b71be5dc39ba", "evidence": "Table with columns: Area for further research, Description, Data needed, Analysis and next steps", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.8, "extraction": { "at": "2026-07-17 02:11:29.964304+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 199, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null } ], "frameworks": [], "arcBeats": [], "loops": [], "locked": true }, { "page": 200, "type": "setup", "function": "front_matter", "rawType": "table_of_contents", "block": null, "metadata": { "slideType": "table_of_contents", "slideTypeCanon": { "name": "Table of contents", "slug": "table_of_contents", "status": "active", "canonId": "019de52d-0643-721b-9b85-69676bb85cf8", "version": 1, "description": null }, "function": "front_matter", "functionCanon": { "name": "Front matter", "slug": "front_matter", "status": "active", "canonId": "019de52d-133d-73f0-9e26-201eda96b098", "version": 1, "description": null }, "density": "sparse", "densityScore": 20, "componentCount": 2, "textChars": 281, "nDataPoints": 0, "notes": null, "elementsJson": null, "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "at": "2026-07-16 19:36:25.165+00", "seconds": 1.84, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019f6b8e-e3f2-73cd-ba44-d930e8bf3977/200", "deck": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977", "deckAnchor": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977#slide-200", "deckJson": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977.json" }, "components": [ { "bbox": { "h": 0.64, "w": 0.43, "x": 0.358, "y": 0.188 }, "kind": "list", "text": "Executive summary\nSystem overview\nPhase I: Scan of 25 RFP areas\nPhase II: Area deep dives\nPhase III: Capturing opportunities\n- Taking action on overextension\n- Taking action on SPED\n- Data next steps\n- 3-6 month plan\n- Taking action on organizational effectiveness\nAppendix", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:25.165+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "be38dc99-d561-4605-bd57-a32f49bac087", "parentComponentId": null }, { "bbox": { "h": 0.04, "w": 0.12, "x": 0.12, "y": 0.04 }, "kind": "title", "text": "Contents", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:25.165+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "17df677b-80a0-41d3-9df4-8bd9a979ae28", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [], "arcBeats": [], "loops": [], "locked": true }, { "page": 201, "type": "resolution", "title": "The slide uses a table structure to map strategic initiatives against time horizons (short-term vs long-term).", "function": "plan_implementation", "rawType": "roadmap", "block": null, "metadata": { "slideType": "roadmap", "slideTypeCanon": { "name": "Roadmap", "slug": "roadmap", "status": "active", "canonId": "019de52d-0a55-72bc-9b7b-a47ef109839c", "version": 1, "description": null }, "function": "plan_implementation", "functionCanon": { "name": "Plan implementation", "slug": "plan_implementation", "status": "active", "canonId": "019de52d-14a2-77ea-b210-d6a95eed4823", "version": 1, "description": null }, "density": "balanced", "densityScore": 27, "componentCount": 3, "textChars": 152, "nDataPoints": 10, "notes": "The slide uses a table structure to map strategic initiatives against time horizons (short-term vs long-term).", "elementsJson": null, "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "at": "2026-07-16 19:36:25.807+00", "seconds": 2.236, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019f6b8e-e3f2-73cd-ba44-d930e8bf3977/201", "deck": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977", "deckAnchor": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977#slide-201", "deckJson": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977.json" }, "components": [ { "bbox": { "h": 0.03, "w": 0.15, "x": 0.02, "y": 0.96 }, "kind": "source-note", "text": "Source: Team analysis", "attrs": null, "canon": { "kind": { "name": "Source note", "slug": "source-note", "status": "active", "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948", "version": 1, "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": "source-note", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:25.807+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "a642cb97-cb3c-401d-a034-7269d7d7cf3d", "parentComponentId": null }, { "bbox": { "h": 0.85, "w": 0.96, "x": 0.02, "y": 0.09 }, "kind": "table", "text": "Table showing opportunities, time to realization, and potential to be captured.", "attrs": null, "canon": { "kind": { "name": "Table", "slug": "table", "status": "active", "canonId": "019de52c-f9c8-7148-8119-eaac9594cd28", "version": 1, "description": "Tabular data layout." }, "tool": null, "subkind": { "name": "Data table", "slug": "data", "status": "active", "canonId": "019de52d-02d5-75b8-8abf-88e92bf63569", "version": 1, "description": null }, "framework": null }, "subkind": "data", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:25.807+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "6303dc77-b4af-45cd-857b-07b31e86d66b", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.6, "x": 0.02, "y": 0.03 }, "kind": "title", "text": "SPED opportunities are both short-term and long-term", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:25.807+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "0c7a041d-ea56-491a-bd9a-c2a3f7f2f06a", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [ { "matchId": "2d8bf57b-7a12-4a70-9e19-9dcf63f02dc8", "evidence": "Categorization of initiatives by time horizon (short-term vs long-term).", "framework": null, "confidence": 0.9, "extraction": { "at": "2026-07-16 19:36:25.807+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 201, "frameworkName": "timeline" } ], "arcBeats": [], "loops": [], "locked": true }, { "page": 202, "type": "resolution", "title": "The slide uses a matrix-style timeline layout to map specific tasks across 6 time-buckets (2-month intervals).", "function": "plan_implementation", "rawType": "timeline", "block": null, "metadata": { "slideType": "timeline", "slideTypeCanon": { "name": "Timeline", "slug": "timeline", "status": "active", "canonId": "019de52d-0851-75eb-b758-ea2965e7739a", "version": 1, "description": null }, "function": "plan_implementation", "functionCanon": { "name": "Plan implementation", "slug": "plan_implementation", "status": "active", "canonId": "019de52d-14a2-77ea-b210-d6a95eed4823", "version": 1, "description": null }, "density": "balanced", "densityScore": 33, "componentCount": 4, "textChars": 213, "nDataPoints": 0, "notes": "The slide uses a matrix-style timeline layout to map specific tasks across 6 time-buckets (2-month intervals).", "elementsJson": null, "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "at": "2026-07-16 19:36:26.471+00", "seconds": 2.638, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019f6b8e-e3f2-73cd-ba44-d930e8bf3977/202", "deck": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977", "deckAnchor": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977#slide-202", "deckJson": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977.json" }, "components": [ { "bbox": { "h": 0.85, "w": 0.96, "x": 0.02, "y": 0.09 }, "kind": "diagram", "text": "Matrix of workstreams (rows) vs time periods (columns)", "attrs": null, "canon": { "kind": { "name": "Diagram", "slug": "diagram", "status": "active", "canonId": "019de52c-f9f0-734a-81de-15382ff28c65", "version": 1, "description": "Schematic or relational diagram." }, "tool": null, "subkind": { "name": "Timeline", "slug": "timeline", "status": "active", "canonId": "019de52d-03c5-73fc-84aa-4180cbf0f5cf", "version": 1, "description": null }, "framework": null }, "subkind": "timeline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:26.471+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "e0635beb-39bf-4ca8-b5bf-750a1835827b", "parentComponentId": null }, { "bbox": { "h": 0.82, "w": 0.86, "x": 0.12, "y": 0.12 }, "kind": "list", "text": "Detailed tasks for each workstream across the 12-month period", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:26.471+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "e5edb0bc-c0b5-4fb5-a8b7-10c05d3e29bd", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.8, "x": 0.02, "y": 0.03 }, "kind": "title", "text": "Short-term opportunities can be realized over the next 12 months", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:26.471+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "f953abe4-8353-48b9-878a-aba9f913d9ae", "parentComponentId": null }, { "bbox": { "h": 0.02, "w": 0.4, "x": 0.02, "y": 0.01 }, "kind": "title", "text": "TAKING ACTION ON SPECIAL EDUCATION", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Subtitle", "slug": "subtitle", "status": "active", "canonId": "019de52c-fb09-739d-900c-815b0d9ac526", "version": 1, "description": null }, "framework": null }, "subkind": "subtitle", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:26.471+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "f4396ea5-71a0-4e9d-8431-133483d66cd7", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [ { "matchId": "73741922-7219-46e3-9746-3e974d91ed70", "evidence": "The slide maps tasks across time intervals in a grid format.", "framework": null, "confidence": 0.9, "extraction": { "at": "2026-07-16 19:36:26.471+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 202, "frameworkName": "gantt-chart" } ], "arcBeats": [], "loops": [], "locked": true }, { "page": 203, "type": "resolution", "function": "plan_implementation", "rawType": "roadmap", "block": null, "metadata": { "slideType": "roadmap", "slideTypeCanon": { "name": "Roadmap", "slug": "roadmap", "status": "active", "canonId": "019de52d-0a55-72bc-9b7b-a47ef109839c", "version": 1, "description": null }, "function": "plan_implementation", "functionCanon": { "name": "Plan implementation", "slug": "plan_implementation", "status": "active", "canonId": "019de52d-14a2-77ea-b210-d6a95eed4823", "version": 1, "description": null }, "density": "balanced", "densityScore": 31, "componentCount": 3, "textChars": 256, "nDataPoints": 1, "notes": null, "elementsJson": null, "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "at": "2026-07-16 19:36:26.205+00", "seconds": 2.359, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019f6b8e-e3f2-73cd-ba44-d930e8bf3977/203", "deck": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977", "deckAnchor": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977#slide-203", "deckJson": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977.json" }, "components": [ { "bbox": { "h": 0.82, "w": 0.96, "x": 0.02, "y": 0.13 }, "kind": "chart", "text": "Implementation roadmap grid showing Year 1 through Years 9-10 across three categories.", "attrs": null, "canon": { "kind": { "name": "Chart", "slug": "chart", "status": "active", "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8", "version": 1, "description": "Quantitative chart." }, "tool": null, "subkind": null, "framework": null }, "subkind": "timeline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:26.205+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "1b3b6024-b0cd-43b2-9a80-e0f67c681ff7", "parentComponentId": null }, { "bbox": { "h": 0.7, "w": 0.13, "x": 0.02, "y": 0.25 }, "kind": "list", "text": "SPED zone re-alignment, Private placement & transportation, Inclusion", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:26.205+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "58f95687-47b8-41f1-8581-5de7e5cdf9b3", "parentComponentId": null }, { "bbox": { "h": 0.08, "w": 0.95, "x": 0.02, "y": 0.04 }, "kind": "title", "text": "Long-term opportunities have varying time horizons, but can capture as much as $60M, annually by 2026", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:26.205+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "5accf793-ac09-4ea8-af01-02058b153943", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [ { "matchId": "dd345bc4-7b58-4479-9949-50a8d196e981", "evidence": "The slide presents a multi-year plan with distinct workstreams and time-based milestones.", "framework": null, "confidence": 1, "extraction": { "at": "2026-07-16 19:36:26.205+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 203, "frameworkName": "roadmap" } ], "arcBeats": [], "loops": [], "locked": true }, { "page": 204, "type": "setup", "function": "front_matter", "rawType": "table_of_contents", "block": null, "metadata": { "slideType": "table_of_contents", "slideTypeCanon": { "name": "Table of contents", "slug": "table_of_contents", "status": "active", "canonId": "019de52d-0643-721b-9b85-69676bb85cf8", "version": 1, "description": null }, "function": "front_matter", "functionCanon": { "name": "Front matter", "slug": "front_matter", "status": "active", "canonId": "019de52d-133d-73f0-9e26-201eda96b098", "version": 1, "description": null }, "density": "sparse", "densityScore": 23, "componentCount": 2, "textChars": 246, "nDataPoints": 1, "notes": null, "elementsJson": null, "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "at": "2026-07-16 19:36:26.569+00", "seconds": 1.944, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019f6b8e-e3f2-73cd-ba44-d930e8bf3977/204", "deck": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977", "deckAnchor": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977#slide-204", "deckJson": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977.json" }, "components": [ { "bbox": { "h": 0.5, "w": 0.35, "x": 0.35, "y": 0.225 }, "kind": "list", "text": "Executive summary\nSystem overview\nPhase I: Scan of 25 RFP areas\nPhase II: Area deep dives\nPhase III: Capturing opportunities\n- Taking action on overextension\n- Taking action on SPED\n- Taking action on organizational effectiveness\nAppendix", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:26.569+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "3d05e357-2c29-4cb7-a6b9-0fad2991e46c", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.13, "x": 0.12, "y": 0.04 }, "kind": "title", "text": "Contents", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:26.569+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "de986bf1-13d3-4aaa-a4f2-d0098a114293", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [], "arcBeats": [], "loops": [], "locked": true }, { "page": 205, "type": "resolution", "title": "The slide uses a comparison table format to map specific actions to their strategic importance.", "function": "plan_implementation", "rawType": "key_takeaways", "block": null, "metadata": { "slideType": "key_takeaways", "slideTypeCanon": { "name": "Key takeaways", "slug": "key_takeaways", "status": "active", "canonId": "019de52d-06e7-7674-a891-9f7de3b11b6d", "version": 1, "description": null }, "function": "plan_implementation", "functionCanon": { "name": "Plan implementation", "slug": "plan_implementation", "status": "active", "canonId": "019de52d-14a2-77ea-b210-d6a95eed4823", "version": 1, "description": null }, "density": "sparse", "densityScore": 20, "componentCount": 3, "textChars": 146, "nDataPoints": 0, "notes": "The slide uses a comparison table format to map specific actions to their strategic importance.", "elementsJson": null, "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "at": "2026-07-16 19:36:26.756+00", "seconds": 2.106, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019f6b8e-e3f2-73cd-ba44-d930e8bf3977/205", "deck": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977", "deckAnchor": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977#slide-205", "deckJson": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977.json" }, "components": [ { "bbox": { "h": 0.75, "w": 0.9, "x": 0.05, "y": 0.15 }, "kind": "table", "text": "Step to take | Why it's important", "attrs": null, "canon": { "kind": { "name": "Table", "slug": "table", "status": "active", "canonId": "019de52c-f9c8-7148-8119-eaac9594cd28", "version": 1, "description": "Tabular data layout." }, "tool": null, "subkind": { "name": "Data table", "slug": "data", "status": "active", "canonId": "019de52d-02d5-75b8-8abf-88e92bf63569", "version": 1, "description": null }, "framework": null }, "subkind": "data", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:26.756+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "aaf4c5f8-4e0f-4382-b93b-e5f74882bb4a", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.9, "x": 0.05, "y": 0.09 }, "kind": "title", "text": "BPS could pursue a few steps to improve organizational effectiveness", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Action title", "slug": "action-title", "status": "active", "canonId": "019de52c-fb31-734c-a0f5-a3935b73135d", "version": 1, "description": null }, "framework": null }, "subkind": "action-title", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:26.756+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "79129934-f572-407d-bb99-4066222f51f0", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.5, "x": 0.05, "y": 0.05 }, "kind": "title", "text": "TAKING ACTION ON ORGANIZATIONAL EFFECTIVENESS", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:26.756+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "f74996a9-9541-4f58-8c17-562e59e3df7b", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [ { "matchId": "0d1ba233-a605-49fb-ac27-41f9a55b484e", "evidence": "The slide presents a structured 4-step implementation plan.", "framework": null, "confidence": 0.9, "extraction": { "at": "2026-07-16 19:36:26.756+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 205, "frameworkName": "list-presentation" } ], "arcBeats": [], "loops": [], "locked": true }, { "page": 206, "type": "tension", "title": "Uses a process-flow diagram to contrast ideal KPI criteria with current departmental measurement issues.", "function": "frame_problem", "rawType": "problem_statement", "block": null, "metadata": { "slideType": "problem_statement", "slideTypeCanon": { "name": "Problem statement", "slug": "problem_statement", "status": "active", "canonId": "019de52d-0879-768d-bba8-8da8a5a121d4", "version": 1, "description": null }, "function": "frame_problem", "functionCanon": { "name": "Frame problem", "slug": "frame_problem", "status": "active", "canonId": "019de52d-13db-753e-ad70-e9b2d0dab398", "version": 1, "description": null }, "density": "dense", "densityScore": 58, "componentCount": 5, "textChars": 561, "nDataPoints": 0, "notes": "Uses a process-flow diagram to contrast ideal KPI criteria with current departmental measurement issues.", "elementsJson": null, "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "at": "2026-07-16 19:36:27.514+00", "seconds": 2.71, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019f6b8e-e3f2-73cd-ba44-d930e8bf3977/206", "deck": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977", "deckAnchor": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977#slide-206", "deckJson": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977.json" }, "components": [ { "bbox": { "h": 0.6, "w": 0.6, "x": 0.15, "y": 0.13 }, "kind": "diagram", "text": "Filter criteria: Relevance, Influencability, Availability", "attrs": null, "canon": { "kind": { "name": "Diagram", "slug": "diagram", "status": "active", "canonId": "019de52c-f9f0-734a-81de-15382ff28c65", "version": 1, "description": "Schematic or relational diagram." }, "tool": null, "subkind": { "name": "Process flow", "slug": "process", "status": "active", "canonId": "019de52d-039c-718f-ad3a-efe9c4b3c838", "version": 1, "description": null }, "framework": null }, "subkind": "process", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:27.514+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "db28b765-68b6-4668-b1e4-9a345f53df32", "parentComponentId": null }, { "bbox": { "h": 0.45, "w": 0.18, "x": 0.8, "y": 0.28 }, "kind": "list", "text": "KPIs could be defined for all BPS departments along relevant performance dimensions such as Student performance, Productivity, Quality, Service, Safety", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:27.514+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "976567b5-f5bb-42d3-9619-9400dd0e3064", "parentComponentId": null }, { "bbox": { "h": 0.2, "w": 0.6, "x": 0.15, "y": 0.65 }, "kind": "list", "text": "Positive feedback for a BPS department does not always correlate with an effect on district performance; Many BPS departments cite 'MCAS' as a KPI, despite unclear influenceabilitiy; Student test scores are not useful as an always available KPI", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:27.514+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "ffc87fb7-efc3-4096-a9ff-2be259b68f08", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.2, "x": 0.02, "y": 0.95 }, "kind": "other", "text": "Source: BPS district interviews", "attrs": null, "canon": { "kind": { "name": "Other", "slug": "other", "status": "active", "canonId": "019de52c-fa90-743c-8bf6-20d1fbe82b6d", "version": 1, "description": "Fallback when no canonical kind applies." }, "tool": null, "subkind": null, "framework": null }, "subkind": "source-note", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:27.514+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "332b22ec-5392-4407-82a2-e6e27583be61", "parentComponentId": null }, { "bbox": { "h": 0.1, "w": 0.65, "x": 0.02, "y": 0.03 }, "kind": "title", "text": "BPS’ largest gap is in having the right KPIs to track departmental performance", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:27.514+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "4bab9182-481c-4d3c-ab08-4ad13823a8d9", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [ { "matchId": "3b569650-39f5-41d4-96ee-ba178a2c1ff3", "evidence": "Criteria-based filtering for performance metrics", "framework": null, "confidence": 0.8, "extraction": { "at": "2026-07-16 19:36:27.514+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 206, "frameworkName": "KPI Selection Framework" } ], "arcBeats": [], "loops": [], "locked": true }, { "page": 207, "type": "setup", "title": "The slide uses the SMART framework to guide KPI development, emphasizing the need for a limited number of metrics.", "function": "present_framework", "rawType": "key_messages", "block": null, "metadata": { "slideType": "key_messages", "slideTypeCanon": { "name": "Key messages", "slug": "key_messages", "status": "active", "canonId": "019de52d-0712-703f-89f5-bda6688faf3f", "version": 1, "description": null }, "function": "present_framework", "functionCanon": { "name": "Present framework", "slug": "present_framework", "status": "active", "canonId": "019de52d-1403-7667-9100-d2ac6709f750", "version": 1, "description": null }, "density": "sparse", "densityScore": 19, "componentCount": 3, "textChars": 134, "nDataPoints": 0, "notes": "The slide uses the SMART framework to guide KPI development, emphasizing the need for a limited number of metrics.", "elementsJson": null, "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "at": "2026-07-16 19:36:27.288+00", "seconds": 2.202, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019f6b8e-e3f2-73cd-ba44-d930e8bf3977/207", "deck": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977", "deckAnchor": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977#slide-207", "deckJson": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977.json" }, "components": [ { "bbox": { "h": 0.15, "w": 0.16, "x": 0.82, "y": 0.4 }, "kind": "callout", "text": "The number of KPIs must be limited to help focus BPS departments", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": null, "subkind": { "name": "Primary callout", "slug": "primary", "status": "active", "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d", "version": 1, "description": null }, "framework": null }, "subkind": "primary", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:27.288+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "91b4ef82-130b-43d0-b4c8-90d0a7e797cc", "parentComponentId": null }, { "bbox": { "h": 0.75, "w": 0.8, "x": 0.02, "y": 0.18 }, "kind": "framework", "text": "SMART criteria", "attrs": null, "canon": { "kind": { "name": "Framework", "slug": "framework", "status": "active", "canonId": "019de52c-fa18-77c6-b10a-ccb8277ac0fa", "version": 1, "description": "Named conceptual framework instance." }, "tool": null, "subkind": { "name": "Framework instance", "slug": "instance", "status": "active", "canonId": "019de52d-05a2-72af-be0b-7edc60708a03", "version": 1, "description": null }, "framework": null }, "subkind": "instance", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:27.288+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "a9a6a017-e4e2-4f95-a4f9-72c76b582ea8", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.75, "x": 0.02, "y": 0.03 }, "kind": "title", "text": "BPS should ensure that its departments' KPIs are \"SMART\"", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:27.288+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "90c0688a-2aa0-4dba-b92b-d46888227905", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [ { "matchId": "6898cf5c-2e75-45a7-99d2-ff15209b340c", "evidence": "The slide explicitly lists the SMART acronym components (Simple/Specific, Measurable, Achievable/Agreed, Results-oriented, Timely) as a design guide for KPIs.", "framework": null, "confidence": 1, "extraction": { "at": "2026-07-16 19:36:27.288+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 207, "frameworkName": "SMART-goals" } ], "arcBeats": [], "loops": [], "locked": true }, { "page": 208, "type": "appendix", "title": "The slide outlines the purpose, organizational structure, and key activities of a proposed KPI team.", "function": "present_solution", "rawType": "other", "block": null, "metadata": { "slideType": "other", "slideTypeCanon": { "name": "Other (fallback)", "slug": "other", "status": "active", "canonId": "019de52d-0af5-71ed-83de-d51ae245fc43", "version": 1, "description": null }, "function": "present_solution", "functionCanon": { "name": "Present solution", "slug": "present_solution", "status": "active", "canonId": "019de52d-15b8-71da-bd23-2b767850cbce", "version": 1, "description": null }, "density": "dense", "densityScore": 55, "componentCount": 5, "textChars": 470, "nDataPoints": 0, "notes": "The slide outlines the purpose, organizational structure, and key activities of a proposed KPI team.", "elementsJson": null, "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "at": "2026-07-16 19:36:27.749+00", "seconds": 2.463, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019f6b8e-e3f2-73cd-ba44-d930e8bf3977/208", "deck": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977", "deckAnchor": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977#slide-208", "deckJson": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977.json" }, "components": [ { "bbox": { "h": 0.6, "w": 0.3, "x": 0.35, "y": 0.25 }, "kind": "list", "text": "Organization: Small, responsive group, reports to superintendent, performance-driven culture.", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:27.749+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "8aa5bd26-d7c7-4e6d-97c2-81c9d6832bbd", "parentComponentId": null }, { "bbox": { "h": 0.6, "w": 0.3, "x": 0.67, "y": 0.25 }, "kind": "list", "text": "Key activities: Monitor progress, collect/analyze data, coordinate results, report regularly, take corrective action.", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:27.749+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "b8044ec5-1faf-477c-aa5e-4d37c4856e9c", "parentComponentId": null }, { "bbox": { "h": 0.6, "w": 0.3, "x": 0.03, "y": 0.25 }, "kind": "list", "text": "Purpose: Implement aspirations, promote action, amplify authority, ensure momentum.", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:27.749+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "eb4a29df-1717-4bbb-8c82-441b781a3c2f", "parentComponentId": null }, { "bbox": { "h": 0.08, "w": 0.95, "x": 0.03, "y": 0.07 }, "kind": "title", "text": "BPS may consider adding a “KPI Team” to address potential deficiencies in metric alignment and help drive performance on initiatives", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Action title", "slug": "action-title", "status": "active", "canonId": "019de52c-fb31-734c-a0f5-a3935b73135d", "version": 1, "description": null }, "framework": null }, "subkind": "action-title", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:27.749+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "56a343ba-d1bc-42eb-9e00-f346a7e63a39", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.5, "x": 0.03, "y": 0.03 }, "kind": "title", "text": "TAKING ACTION ON ORGANIZATIONAL EFFECTIVENESS", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:27.749+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "3f31ae71-b5d3-42e7-aaaa-31ebc2e92054", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [], "arcBeats": [], "loops": [], "locked": true }, { "page": 209, "type": "resolution", "title": "The slide uses a mapping framework to align organizational challenges with specific transformation unit functions.", "function": "plan_implementation", "rawType": "transition", "block": null, "metadata": { "slideType": "transition", "slideTypeCanon": { "name": "Transition", "slug": "transition", "status": "active", "canonId": "019de52d-0693-7766-9f05-887f41f8e41e", "version": 1, "description": null }, "function": "plan_implementation", "functionCanon": { "name": "Plan implementation", "slug": "plan_implementation", "status": "active", "canonId": "019de52d-14a2-77ea-b210-d6a95eed4823", "version": 1, "description": null }, "density": "balanced", "densityScore": 33, "componentCount": 4, "textChars": 224, "nDataPoints": 0, "notes": "The slide uses a mapping framework to align organizational challenges with specific transformation unit functions.", "elementsJson": null, "confidence": 0.95, "extraction": { "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "at": "2026-07-16 19:36:27.795+00", "seconds": 2.373, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019f6b8e-e3f2-73cd-ba44-d930e8bf3977/209", "deck": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977", "deckAnchor": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977#slide-209", "deckJson": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977.json" }, "components": [ { "bbox": null, "kind": "framework", "text": "Mapping of challenges to roles", "attrs": null, "canon": { "kind": { "name": "Framework", "slug": "framework", "status": "active", "canonId": "019de52c-fa18-77c6-b10a-ccb8277ac0fa", "version": 1, "description": "Named conceptual framework instance." }, "tool": null, "subkind": { "name": "Framework instance", "slug": "instance", "status": "active", "canonId": "019de52d-05a2-72af-be0b-7edc60708a03", "version": 1, "description": null }, "framework": null }, "subkind": "instance", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:27.795+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "a388a66f-a368-47f5-bae7-3818e08d2ff7", "parentComponentId": null }, { "bbox": { "h": 0.65, "w": 0.85, "x": 0.07, "y": 0.228 }, "kind": "table", "text": "Typical challenges vs Typical functions of transformation units", "attrs": null, "canon": { "kind": { "name": "Table", "slug": "table", "status": "active", "canonId": "019de52c-f9c8-7148-8119-eaac9594cd28", "version": 1, "description": "Tabular data layout." }, "tool": null, "subkind": { "name": "Data table", "slug": "data", "status": "active", "canonId": "019de52d-02d5-75b8-8abf-88e92bf63569", "version": 1, "description": null }, "framework": null }, "subkind": "data", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:27.795+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "3535bdc0-097d-497f-8d50-2a6be620740c", "parentComponentId": null }, { "bbox": { "h": 0.08, "w": 0.75, "x": 0.05, "y": 0.03 }, "kind": "title", "text": "Part of the KPI Team design will be determining which BPS challenges it should address", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:27.795+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "451062dd-5144-49e5-abda-cca5cbca36d8", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.4, "x": 0.05, "y": 0.01 }, "kind": "title", "text": "TAKING ACTION ON ORGANIZATIONAL EFFECTIVENESS", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Subtitle", "slug": "subtitle", "status": "active", "canonId": "019de52c-fb09-739d-900c-815b0d9ac526", "version": 1, "description": null }, "framework": null }, "subkind": "subtitle", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:27.795+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "fb4a092f-cc4a-4bac-8a91-9830ed99e573", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [ { "matchId": "7ba631d1-889a-434b-b8c7-1ed397c5591c", "evidence": "The slide maps specific organizational challenges to corresponding transformation unit functions.", "framework": null, "confidence": 0.8, "extraction": { "at": "2026-07-16 19:36:27.795+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 209, "frameworkName": "mapping" } ], "arcBeats": [], "loops": [], "locked": true }, { "page": 210, "type": "setup", "title": "The slide uses a 3-column comparison matrix to define organizational roles and conditions for success.", "function": "present_framework", "rawType": "comparison_table", "block": null, "metadata": { "slideType": "comparison_table", "slideTypeCanon": { "name": "Comparison table", "slug": "comparison_table", "status": "active", "canonId": "019de52d-0a06-73f8-8813-fe022fab1de2", "version": 1, "description": null }, "function": "present_framework", "functionCanon": { "name": "Present framework", "slug": "present_framework", "status": "active", "canonId": "019de52d-1403-7667-9100-d2ac6709f750", "version": 1, "description": null }, "density": "balanced", "densityScore": 33, "componentCount": 4, "textChars": 224, "nDataPoints": 0, "notes": "The slide uses a 3-column comparison matrix to define organizational roles and conditions for success.", "elementsJson": null, "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "at": "2026-07-16 19:36:27.823+00", "seconds": 2.324, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019f6b8e-e3f2-73cd-ba44-d930e8bf3977/210", "deck": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977", "deckAnchor": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977#slide-210", "deckJson": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977.json" }, "components": [ { "bbox": { "h": 0.75, "w": 0.98, "x": 0.01, "y": 0.15 }, "kind": "framework", "text": "Comparison matrix of organizational setups", "attrs": null, "canon": { "kind": { "name": "Framework", "slug": "framework", "status": "active", "canonId": "019de52c-fa18-77c6-b10a-ccb8277ac0fa", "version": 1, "description": "Named conceptual framework instance." }, "tool": null, "subkind": { "name": "Framework instance", "slug": "instance", "status": "active", "canonId": "019de52d-05a2-72af-be0b-7edc60708a03", "version": 1, "description": null }, "framework": null }, "subkind": "instance", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:27.823+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "e6e0530c-cd3d-4cd4-8cfa-9387408a3381", "parentComponentId": null }, { "bbox": { "h": 0.02, "w": 0.12, "x": 0.83, "y": 0.09 }, "kind": "legend", "text": "Driver of change", "attrs": null, "canon": { "kind": { "name": "Legend", "slug": "legend", "status": "active", "canonId": "31361933-3d22-4c70-bbad-0801e9fffc0c", "version": 1, "description": "Color/symbol decoder placed adjacent to a chart or diagram." }, "tool": null, "subkind": null, "framework": null }, "subkind": "legend", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:27.823+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "7cdec0ec-b859-4295-bce2-c35a863e2d43", "parentComponentId": null }, { "bbox": { "h": 0.55, "w": 0.88, "x": 0.11, "y": 0.34 }, "kind": "list", "text": "Comparison of Description and When does it work best for three models", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Comparison list", "slug": "comparison", "status": "active", "canonId": "019de52c-fce7-733e-99d3-030a104727bf", "version": 1, "description": null }, "framework": null }, "subkind": "comparison", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:27.823+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "36d5bbac-0b01-4b6b-8242-ec89dfbb29ee", "parentComponentId": null }, { "bbox": { "h": 0.08, "w": 0.65, "x": 0.01, "y": 0.04 }, "kind": "title", "text": "The KPI Team can take the form of any of the three fundamental setups for a \"transformation unit\"", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:27.823+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "504ac721-edcc-41d9-b47a-096e3c30ee95", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [ { "matchId": "6133c1ae-3026-43e5-8d89-b0e93ee1481e", "evidence": "Three-column comparison of organizational models", "framework": null, "confidence": 0.9, "extraction": { "at": "2026-07-16 19:36:27.823+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 210, "frameworkName": "matrix-nxn" } ], "arcBeats": [], "loops": [], "locked": true }, { "page": 211, "type": "appendix", "title": "The slide uses a table structure to define competency requirements.", "function": "present_framework", "rawType": "other", "block": null, "metadata": { "slideType": "other", "slideTypeCanon": { "name": "Other (fallback)", "slug": "other", "status": "active", "canonId": "019de52d-0af5-71ed-83de-d51ae245fc43", "version": 1, "description": null }, "function": "present_framework", "functionCanon": { "name": "Present framework", "slug": "present_framework", "status": "active", "canonId": "019de52d-1403-7667-9100-d2ac6709f750", "version": 1, "description": null }, "density": "sparse", "densityScore": 14, "componentCount": 2, "textChars": 184, "nDataPoints": 0, "notes": "The slide uses a table structure to define competency requirements.", "elementsJson": null, "confidence": 0.95, "extraction": { "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "at": "2026-07-16 19:36:27.79+00", "seconds": 2.211, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019f6b8e-e3f2-73cd-ba44-d930e8bf3977/211", "deck": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977", "deckAnchor": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977#slide-211", "deckJson": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977.json" }, "components": [ { "bbox": { "h": 0.75, "w": 0.96, "x": 0.02, "y": 0.15 }, "kind": "table", "text": "Attributes and descriptions for Leadership and presence, Problem-solving skills, and Personality fit.", "attrs": null, "canon": { "kind": { "name": "Table", "slug": "table", "status": "active", "canonId": "019de52c-f9c8-7148-8119-eaac9594cd28", "version": 1, "description": "Tabular data layout." }, "tool": null, "subkind": { "name": "Data table", "slug": "data", "status": "active", "canonId": "019de52d-02d5-75b8-8abf-88e92bf63569", "version": 1, "description": null }, "framework": null }, "subkind": "data", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:27.79+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "27193930-81fe-4f5d-8ffd-f6d571584db5", "parentComponentId": null }, { "bbox": { "h": 0.08, "w": 0.75, "x": 0.02, "y": 0.04 }, "kind": "title", "text": "A critical factor in the KPI Team’s success would be staffing the right individuals", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:27.79+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "f7d26104-911d-4614-a253-fcea1414cdf5", "parentComponentId": null } ], "metrics": [], "tools": [ { "tool": { "name": "Table data", "slug": "table-data", "status": "active", "bestFor": null, "canonId": "019dd9e1-4fab-7168-a82f-b847350a006d", "version": 1, "bodyDocId": null, "description": "Tabular layouts of structured data.", "familyLabel": null, "categoryName": null, "categorySlug": null }, "agent": null, "layer": "slide", "agents": null, "matchId": "202e53ad-f1a2-4eae-b844-67bb991e86ef", "evidence": "table/data: Attributes and descriptions for Leadership and presence, Problem-solving skills, and Personality fit.", "pageRefs": null, "priority": null, "whenToUse": null, "confidence": 0.8, "extraction": { "at": "2026-07-17 02:11:31.46558+00", "model": "or:meta-llama/llama-4-scout", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 211, "whyItWorks": null, "antipattern": null, "cardinality": "common", "narrativePurpose": null } ], "frameworks": [ { "matchId": "6f9968a2-5b95-4ea4-89fc-9576a949d010", "evidence": "Categorization of skills and attributes for role success", "framework": null, "confidence": 0.8, "extraction": { "at": "2026-07-16 19:36:27.79+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 211, "frameworkName": "competency-model" } ], "arcBeats": [], "loops": [], "locked": true }, { "page": 212, "type": "appendix", "title": "The chart combines a stacked bar chart for FTE counts (Central office vs Schools) and a line chart for student population.", "function": "analyze_data", "rawType": "other", "block": null, "metadata": { "slideType": "other", "slideTypeCanon": { "name": "Other (fallback)", "slug": "other", "status": "active", "canonId": "019de52d-0af5-71ed-83de-d51ae245fc43", "version": 1, "description": null }, "function": "analyze_data", "functionCanon": { "name": "Analyze data", "slug": "analyze_data", "status": "active", "canonId": "019de52d-1590-7413-8c82-cc218cff40b4", "version": 1, "description": null }, "density": "dense", "densityScore": 72, "componentCount": 6, "textChars": 513, "nDataPoints": 12, "notes": "The chart combines a stacked bar chart for FTE counts (Central office vs Schools) and a line chart for student population.", "elementsJson": null, "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "at": "2026-07-16 19:36:28.411+00", "seconds": 2.709, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019f6b8e-e3f2-73cd-ba44-d930e8bf3977/212", "deck": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977", "deckAnchor": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977#slide-212", "deckJson": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977.json" }, "components": [ { "bbox": { "h": 0.5, "w": 0.28, "x": 0.68, "y": 0.335 }, "kind": "callout", "text": "If BPS were to decrease staff in-line with future enrollment trends and historical central office FTE counts, BPS could shrink by ~7-10%. In 2009-10, BPS had a ratio of 5.5 students per FTE, by 2014-15, that ratio had fallen to 5.0.", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": null, "subkind": { "name": "Primary callout", "slug": "primary", "status": "active", "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d", "version": 1, "description": null }, "framework": null }, "subkind": "primary", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:28.411+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "d39a3ef8-b75b-48d0-984b-4a9940588eb8", "parentComponentId": null }, { "bbox": { "h": 0.7, "w": 0.55, "x": 0.05, "y": 0.18 }, "kind": "chart", "text": "BPS FTE's and student population since 2009", "attrs": null, "canon": { "kind": { "name": "Chart", "slug": "chart", "status": "active", "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8", "version": 1, "description": "Quantitative chart." }, "tool": null, "subkind": { "name": "Stacked bar chart", "slug": "bar-stacked", "status": "active", "canonId": "019de52c-feec-74bf-9028-15b74f84f0a7", "version": 1, "description": null }, "framework": null }, "subkind": "bar-stacked", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:28.411+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "4d4d1001-6bed-43a1-a1ad-9d61de4596df", "parentComponentId": null }, { "bbox": { "h": 0.08, "w": 0.15, "x": 0.78, "y": 0.18 }, "kind": "legend", "text": "Central office, Schools", "attrs": null, "canon": { "kind": { "name": "Legend", "slug": "legend", "status": "active", "canonId": "31361933-3d22-4c70-bbad-0801e9fffc0c", "version": 1, "description": "Color/symbol decoder placed adjacent to a chart or diagram." }, "tool": null, "subkind": null, "framework": null }, "subkind": "legend", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:28.411+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "7fd1c0bd-0399-4a5b-aaf3-a6bd36a8b0fc", "parentComponentId": null }, { "bbox": { "h": 0.04, "w": 0.4, "x": 0.02, "y": 0.95 }, "kind": "other", "text": "Source: Massachusetts Department of Elementary and Secondary Education", "attrs": null, "canon": { "kind": { "name": "Other", "slug": "other", "status": "active", "canonId": "019de52c-fa90-743c-8bf6-20d1fbe82b6d", "version": 1, "description": "Fallback when no canonical kind applies." }, "tool": null, "subkind": null, "framework": null }, "subkind": "source-note", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:28.411+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "6cfa2c72-8a33-4bd3-8c6f-0d16181ca04f", "parentComponentId": null }, { "bbox": { "h": 0.08, "w": 0.8, "x": 0.05, "y": 0.07 }, "kind": "title", "text": "If BPS pursues overextension opportunity, BPS FTE count would be expected to align with new district", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Action title", "slug": "action-title", "status": "active", "canonId": "019de52c-fb31-734c-a0f5-a3935b73135d", "version": 1, "description": null }, "framework": null }, "subkind": "action-title", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:28.411+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "9b8ab347-b378-42ab-bf21-0c018469f4c4", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.5, "x": 0.05, "y": 0.03 }, "kind": "title", "text": "TAKING ACTION ON ORGANIZATIONAL EFFECTIVENESS", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:28.411+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "bf4f1cfa-48d1-4d9d-906e-0c6b559ad692", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [], "arcBeats": [], "loops": [], "locked": true }, { "page": 213, "type": "setup", "function": "front_matter", "rawType": "table_of_contents", "block": null, "metadata": { "slideType": "table_of_contents", "slideTypeCanon": { "name": "Table of contents", "slug": "table_of_contents", "status": "active", "canonId": "019de52d-0643-721b-9b85-69676bb85cf8", "version": 1, "description": null }, "function": "front_matter", "functionCanon": { "name": "Front matter", "slug": "front_matter", "status": "active", "canonId": "019de52d-133d-73f0-9e26-201eda96b098", "version": 1, "description": null }, "density": "sparse", "densityScore": 12, "componentCount": 2, "textChars": 141, "nDataPoints": 0, "notes": null, "elementsJson": null, "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "at": "2026-07-16 19:36:27.724+00", "seconds": 1.909, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019f6b8e-e3f2-73cd-ba44-d930e8bf3977/213", "deck": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977", "deckAnchor": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977#slide-213", "deckJson": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977.json" }, "components": [ { "bbox": { "h": 0.48, "w": 0.28, "x": 0.358, "y": 0.2 }, "kind": "list", "text": "Executive summary\nSystem overview\nPhase I: Scan of 25 RFP areas\nPhase II: Area deep dives\nPhase III: Capturing opportunities\nAppendix", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:27.724+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "1e9dc6b7-a0d8-4fa6-bd18-ec4046ed0114", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.12, "x": 0.09, "y": 0.04 }, "kind": "title", "text": "Contents", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:27.724+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "9f88264b-1f21-4fc9-9a79-4100f2d6ccb3", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [], "arcBeats": [], "loops": [], "locked": true }, { "page": 214, "type": "appendix", "title": "The slide uses a comparative bar chart to demonstrate that students moved to 'welcoming schools' ended up in higher-performing academic environments than their ", "function": "illustrate_case", "rawType": "other", "block": null, "metadata": { "slideType": "other", "slideTypeCanon": { "name": "Other (fallback)", "slug": "other", "status": "active", "canonId": "019de52d-0af5-71ed-83de-d51ae245fc43", "version": 1, "description": null }, "function": "illustrate_case", "functionCanon": { "name": "Illustrate case", "slug": "illustrate_case", "status": "active", "canonId": "019de52d-13b4-772c-bb73-1873612a7463", "version": 1, "description": null }, "density": "overcrowded", "densityScore": 84, "componentCount": 7, "textChars": 838, "nDataPoints": 6, "notes": "The slide uses a comparative bar chart to demonstrate that students moved to 'welcoming schools' ended up in higher-performing academic environments than their original schools.", "elementsJson": null, "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "at": "2026-07-16 19:36:29.082+00", "seconds": 3.211, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019f6b8e-e3f2-73cd-ba44-d930e8bf3977/214", "deck": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977", "deckAnchor": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977#slide-214", "deckJson": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977.json" }, "components": [ { "bbox": { "h": 0.35, "w": 0.45, "x": 0.52, "y": 0.2 }, "kind": "chart", "text": "Academic performance at closed and welcoming schools in 2013", "attrs": null, "canon": { "kind": { "name": "Chart", "slug": "chart", "status": "active", "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8", "version": 1, "description": "Quantitative chart." }, "tool": null, "subkind": { "name": "Stacked bar chart", "slug": "bar-stacked", "status": "active", "canonId": "019de52c-feec-74bf-9028-15b74f84f0a7", "version": 1, "description": null }, "framework": null }, "subkind": "bar-stacked", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:29.082+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "8d13fcfd-432c-4ca1-aed7-733bf9f67e13", "parentComponentId": null }, { "bbox": { "h": 0.25, "w": 0.43, "x": 0.04, "y": 0.18 }, "kind": "list", "text": "Context: With one of the largest school footprints in the country, dozens of schools were closed in the early 2000s under Arne Duncan. CPS still had a footprint much larger than its need, so it s school board voted in 2013 to close 50 more elementary schools.", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:29.082+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "629a76b0-e119-4a47-adb9-35bf7df4c2d7", "parentComponentId": null }, { "bbox": { "h": 0.15, "w": 0.4, "x": 0.07, "y": 0.43 }, "kind": "list", "text": "Factors for school closings: Declining population, impact of charters, deferred maintenance, system of choice.", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:29.082+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "eea71388-62cf-48cc-ad89-69080487ad27", "parentComponentId": null }, { "bbox": { "h": 0.25, "w": 0.45, "x": 0.52, "y": 0.65 }, "kind": "list", "text": "Chicago designed its school closures so that students would be designated to welcoming schools where the academics were at least as good as their former school. Over a third of the students in closed schools were welcomed at the top performing schools.", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:29.082+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "fb73b659-c24b-4e3f-9f8f-407ed963b097", "parentComponentId": null }, { "bbox": { "h": 0.04, "w": 0.5, "x": 0.01, "y": 0.95 }, "kind": "source-note", "text": "Source: Chicago Tribune; Chicago Public Schools; University of Chicago report on academic impact", "attrs": null, "canon": { "kind": { "name": "Source note", "slug": "source-note", "status": "active", "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948", "version": 1, "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": "source-note", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:29.082+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "6456c818-2864-4de2-bda9-e1d08b4c8901", "parentComponentId": null }, { "bbox": { "h": 0.02, "w": 0.2, "x": 0.03, "y": 0.01 }, "kind": "subtitle", "text": "DISTRICT OVEREXTENSION", "attrs": null, "canon": { "kind": { "name": "Subtitle", "slug": "subtitle", "status": "active", "canonId": "82d821ee-2793-42e7-8f16-c6131385a3ce", "version": 1, "description": "Header-zone supporting text near the title (= ex body.description with bbox)." }, "tool": null, "subkind": null, "framework": null }, "subkind": null, "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:29.082+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "05ab58f1-9ff2-473a-91b9-24e26b5903f7", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.45, "x": 0.03, "y": 0.03 }, "kind": "title", "text": "1 Case Study: Chicago Public Schools...", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:29.082+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "b2c2fa0b-ad59-43f1-a685-618b28c10760", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [], "arcBeats": [], "loops": [], "locked": true }, { "page": 215, "type": "appendix", "title": "The slide uses a structured case study format to highlight operational and communication strategies during a period of district contraction.", "function": "illustrate_case", "rawType": "other", "block": null, "metadata": { "slideType": "other", "slideTypeCanon": { "name": "Other (fallback)", "slug": "other", "status": "active", "canonId": "019de52d-0af5-71ed-83de-d51ae245fc43", "version": 1, "description": null }, "function": "illustrate_case", "functionCanon": { "name": "Illustrate case", "slug": "illustrate_case", "status": "active", "canonId": "019de52d-13b4-772c-bb73-1873612a7463", "version": 1, "description": null }, "density": "overcrowded", "densityScore": 78, "componentCount": 6, "textChars": 934, "nDataPoints": 4, "notes": "The slide uses a structured case study format to highlight operational and communication strategies during a period of district contraction.", "elementsJson": null, "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "at": "2026-07-16 19:36:29.466+00", "seconds": 3.595, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019f6b8e-e3f2-73cd-ba44-d930e8bf3977/215", "deck": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977", "deckAnchor": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977#slide-215", "deckJson": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977.json" }, "components": [ { "bbox": { "h": 0.4, "w": 0.3, "x": 0.67, "y": 0.5 }, "kind": "list", "text": "Maintained focus on academics: Leadership worked to maintain academic focus, DPS made Adequate Yearly Progress (AYP)", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:29.466+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "446ceab0-0588-47fc-b1da-5d6914923914", "parentComponentId": null }, { "bbox": { "h": 0.4, "w": 0.3, "x": 0.36, "y": 0.5 }, "kind": "list", "text": "Clear community communications: Emergency financial manager as the \"face\", Shared non-negotiable criteria, Externally facilitated community discussions, Communicated choices to families", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:29.466+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "4bccb96e-9726-4e0c-91e6-ad2dbe1fed97", "parentComponentId": null }, { "bbox": { "h": 0.4, "w": 0.3, "x": 0.05, "y": 0.5 }, "kind": "list", "text": "Clear data-driven \"decision matrix\" that included: Student performance data, Enrollment patterns, Quality of school leadership, Facility index, Safety, Cost analysis, Special partnerships, Political considerations", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:29.466+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "e02aa622-803b-4567-b6df-7784f0699979", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.4, "x": 0.05, "y": 0.95 }, "kind": "other", "text": "Source: Detroit Public Schools; The Pew Charitable Trusts; CNN", "attrs": null, "canon": { "kind": { "name": "Other", "slug": "other", "status": "active", "canonId": "019de52c-fa90-743c-8bf6-20d1fbe82b6d", "version": 1, "description": "Fallback when no canonical kind applies." }, "tool": null, "subkind": null, "framework": null }, "subkind": "source-note", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:29.466+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "a6139913-8825-469a-9d8e-68005dcd0df9", "parentComponentId": null }, { "bbox": { "h": 0.2, "w": 0.9, "x": 0.05, "y": 0.18 }, "kind": "paragraph", "text": "Under the leadership of emergency financial managers, DPS closed schools due to: 50% decline in student population over the last decade; Growing budget deficit. In 2009 – 2010, closed 59 schools. In 2011, announced plans to close an additional 70 schools.", "attrs": null, "canon": { "kind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4", "version": 1, "description": "Single prose block in the body of a slide." }, "tool": null, "subkind": null, "framework": null }, "subkind": "paragraph", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:29.466+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "0b4fa2e2-9444-467f-8786-b43ff821576b", "parentComponentId": null }, { "bbox": { "h": 0.08, "w": 0.8, "x": 0.05, "y": 0.05 }, "kind": "title", "text": "Case Study: Detroit Public Schools utilized a clear, non-negotiable decision matrix for school closings", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:29.466+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "2a2954ac-97d3-4d87-adb4-05ea42e2682c", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [], "arcBeats": [], "loops": [], "locked": true }, { "page": 216, "type": "appendix", "title": "The slide uses a two-column layout to contrast the 'Context' of the school closures with the 'How did they do it?' implementation details.", "function": "illustrate_case", "rawType": "other", "block": null, "metadata": { "slideType": "other", "slideTypeCanon": { "name": "Other (fallback)", "slug": "other", "status": "active", "canonId": "019de52d-0af5-71ed-83de-d51ae245fc43", "version": 1, "description": null }, "function": "illustrate_case", "functionCanon": { "name": "Illustrate case", "slug": "illustrate_case", "status": "active", "canonId": "019de52d-13b4-772c-bb73-1873612a7463", "version": 1, "description": null }, "density": "dense", "densityScore": 54, "componentCount": 4, "textChars": 501, "nDataPoints": 6, "notes": "The slide uses a two-column layout to contrast the 'Context' of the school closures with the 'How did they do it?' implementation details.", "elementsJson": null, "confidence": 0.95, "extraction": { "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "at": "2026-07-16 19:36:28.62+00", "seconds": 2.597, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019f6b8e-e3f2-73cd-ba44-d930e8bf3977/216", "deck": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977", "deckAnchor": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977#slide-216", "deckJson": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977.json" }, "components": [ { "bbox": { "h": 0.7, "w": 0.45, "x": 0.05, "y": 0.15 }, "kind": "list", "text": "Context: Factors for school closings, mayoral control, and the transition from Superintendent Janey to Chancellor Rhee.", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:28.62+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "10880bdb-c2d3-4783-9e0b-4e3ec922a7ba", "parentComponentId": null }, { "bbox": { "h": 0.7, "w": 0.45, "x": 0.52, "y": 0.15 }, "kind": "list", "text": "How did they do it?: Legal authority, compressed timeline, fiscal outcomes ($16.7M savings, $10M buyouts, $200M upgrades), and academic gains.", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:28.62+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "dea25f40-e1f1-48b0-934e-694bbefba36f", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.5, "x": 0.05, "y": 0.95 }, "kind": "other", "text": "Source: Literature search; DC Public Schools; Closing Schools in Philadelphia: Lessons From Six Urban Districts (Pew Charitable Trusts)", "attrs": null, "canon": { "kind": { "name": "Other", "slug": "other", "status": "active", "canonId": "019de52c-fa90-743c-8bf6-20d1fbe82b6d", "version": 1, "description": "Fallback when no canonical kind applies." }, "tool": null, "subkind": null, "framework": null }, "subkind": "source-note", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:28.62+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "4458e688-16ec-423c-a349-778fe5f28993", "parentComponentId": null }, { "bbox": { "h": 0.1, "w": 0.9, "x": 0.05, "y": 0.05 }, "kind": "title", "text": "Case Study: DC Public Schools' compressed timeline for closing schools led to academic and fiscal returns", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:28.62+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "eb11a736-7138-4785-acb4-fb9e3bff9258", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [], "arcBeats": [], "loops": [], "locked": true }, { "page": 217, "type": "tension", "title": "The slide uses a chronological structure on the left and a pros/cons comparison on the right to frame the policy conflict.", "function": "frame_problem", "rawType": "problem_statement", "block": null, "metadata": { "slideType": "problem_statement", "slideTypeCanon": { "name": "Problem statement", "slug": "problem_statement", "status": "active", "canonId": "019de52d-0879-768d-bba8-8da8a5a121d4", "version": 1, "description": null }, "function": "frame_problem", "functionCanon": { "name": "Frame problem", "slug": "frame_problem", "status": "active", "canonId": "019de52d-13db-753e-ad70-e9b2d0dab398", "version": 1, "description": null }, "density": "dense", "densityScore": 63, "componentCount": 5, "textChars": 810, "nDataPoints": 0, "notes": "The slide uses a chronological structure on the left and a pros/cons comparison on the right to frame the policy conflict.", "elementsJson": null, "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "at": "2026-07-16 19:36:29.263+00", "seconds": 2.891, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019f6b8e-e3f2-73cd-ba44-d930e8bf3977/217", "deck": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977", "deckAnchor": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977#slide-217", "deckJson": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977.json" }, "components": [ { "bbox": { "h": 0.75, "w": 0.45, "x": 0.52, "y": 0.16 }, "kind": "list", "text": "Resulting Co-location Pros: Provide charter schools with facilities; Charter schools pay rent. Resulting Co-location Concerns: Utilized 'unused' space; Hostile environment; Competition; Resource sharing; Communication breakdowns.", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:29.263+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "8b0ae076-8d22-4b5c-80e3-ee39f8016efa", "parentComponentId": null }, { "bbox": { "h": 0.35, "w": 0.45, "x": 0.04, "y": 0.16 }, "kind": "list", "text": "In 2000: Saw the passing of LAUSD's Proposition 39; Allowed charter schools to request unused space. In 2012: Judge ruled LAUSD not abiding by proposition; LAUSD appealed citing student risk.", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:29.263+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "cbbcbc8d-69b5-48e1-863b-cd0237b9b578", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.5, "x": 0.01, "y": 0.95 }, "kind": "other", "text": "Source: United Teachers Los Angeles; Highland Park-Mount Washington Patch; The Argonaut; Southern California Public Radio.", "attrs": null, "canon": { "kind": { "name": "Other", "slug": "other", "status": "active", "canonId": "019de52c-fa90-743c-8bf6-20d1fbe82b6d", "version": 1, "description": "Fallback when no canonical kind applies." }, "tool": null, "subkind": null, "framework": null }, "subkind": "source-note", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:29.263+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "8c864fd9-b02a-45bd-9538-ec7065f966f0", "parentComponentId": null }, { "bbox": { "h": 0.12, "w": 0.43, "x": 0.05, "y": 0.44 }, "kind": "quote", "text": "“...public school facilities should be shared fairly among all public school pupils, including those in charter schools” Proposition 39", "attrs": null, "canon": { "kind": { "name": "Quote", "slug": "quote", "status": "active", "canonId": "019de52c-f8fb-751e-8bc6-d58e2d59562a", "version": 1, "description": "Pull quote or testimonial." }, "tool": null, "subkind": { "name": "Pull quote", "slug": "pull-quote", "status": "active", "canonId": "019de52c-fbf9-76fe-97e1-a0b7540445c9", "version": 1, "description": null }, "framework": null }, "subkind": "pull-quote", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:29.263+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "d07bf6b8-a478-4591-ad9d-1c833d65caf6", "parentComponentId": null }, { "bbox": { "h": 0.08, "w": 0.95, "x": 0.03, "y": 0.03 }, "kind": "title", "text": "4 Co-locating charter schools and LAUSD schools increased utilization of public school facilities but created tension between schools", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:29.263+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "0adf3d79-81a8-438b-a7bd-49503f98d881", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [ { "matchId": "9c3bd5dc-de58-4795-acd5-a3484f7e02f5", "evidence": "Chronological progression of policy impact from 2000 to 2012.", "framework": null, "confidence": 0.7, "extraction": { "at": "2026-07-16 19:36:29.263+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 217, "frameworkName": "before-after-framing" } ], "arcBeats": [], "loops": [], "locked": true }, { "page": 218, "type": "evidence", "title": "The slide uses case studies of three cities to derive lessons for Boston Public Schools (BPS).", "function": "cite_precedent", "rawType": "comparison_table", "block": null, "metadata": { "slideType": "comparison_table", "slideTypeCanon": { "name": "Comparison table", "slug": "comparison_table", "status": "active", "canonId": "019de52d-0a06-73f8-8813-fe022fab1de2", "version": 1, "description": null }, "function": "cite_precedent", "functionCanon": { "name": "Cite precedent", "slug": "cite_precedent", "status": "active", "canonId": "019de52d-142b-714b-86d4-58aad7b568ec", "version": 1, "description": null }, "density": "overcrowded", "densityScore": 89, "componentCount": 8, "textChars": 946, "nDataPoints": 12, "notes": "The slide uses case studies of three cities to derive lessons for Boston Public Schools (BPS).", "elementsJson": null, "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "at": "2026-07-16 19:36:29.841+00", "seconds": 3.395, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019f6b8e-e3f2-73cd-ba44-d930e8bf3977/218", "deck": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977", "deckAnchor": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977#slide-218", "deckJson": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977.json" }, "components": [ { "bbox": { "h": 0.12, "w": 0.95, "x": 0.02, "y": 0.82 }, "kind": "callout", "text": "Boston Public Schools can benefit from the support of many parents and community leaders for working to improve the academic situation of every child and trying to create community engagement for local, neighborhood schools; BPS needs to create this community engagement and not be too aggressive in planning these moves", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": null, "subkind": { "name": "Primary callout", "slug": "primary", "status": "active", "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d", "version": 1, "description": null }, "framework": null }, "subkind": "primary", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:29.841+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "6dab4ae7-c875-433f-a705-2facad77268c", "parentComponentId": null }, { "bbox": { "h": 0.6, "w": 0.2, "x": 0.18, "y": 0.18 }, "kind": "chart", "text": "Timing of school closings", "attrs": null, "canon": { "kind": { "name": "Chart", "slug": "chart", "status": "active", "canonId": "019de52c-f9a0-76ef-adc6-0b859109d1f8", "version": 1, "description": "Quantitative chart." }, "tool": null, "subkind": { "name": "Vertical bar chart", "slug": "bar-vertical", "status": "active", "canonId": "019de52c-fe9d-70f2-b3b7-a9ae294f5917", "version": 1, "description": null }, "framework": null }, "subkind": "bar-vertical", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:29.841+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "2deba018-d35d-4e0b-a29f-7e270e9c4ccb", "parentComponentId": null }, { "bbox": { "h": 0.2, "w": 0.55, "x": 0.4, "y": 0.38 }, "kind": "list", "text": "Washington D.C.: Compressed 6-month timetable, negative public reaction due to lack of community involvement.", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:29.841+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "63ab1103-b83c-4d8a-9151-280ed0ccda76", "parentComponentId": null }, { "bbox": { "h": 0.2, "w": 0.55, "x": 0.4, "y": 0.18 }, "kind": "list", "text": "Pittsburgh: Potential state takeover, 22 schools closed in 2006, leveraged Rand Corp, superintendent pitched closures.", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:29.841+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "831c0348-971e-4ef3-a10e-747cd76fb678", "parentComponentId": null }, { "bbox": { "h": 0.2, "w": 0.55, "x": 0.4, "y": 0.58 }, "kind": "list", "text": "Kansas City: Enrollment down 42%, secured support from Civic Council, residents had input, teachers' union agreed.", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:29.841+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "d0339e34-d247-4c3f-b0ec-2dd6aa07ed14", "parentComponentId": null }, { "bbox": { "h": 0.04, "w": 0.4, "x": 0.02, "y": 0.95 }, "kind": "source-note", "text": "Source: Closing public schools in Philadelphia. The Pew Charitable Trusts; New York Times, Local school districts.", "attrs": null, "canon": { "kind": { "name": "Source note", "slug": "source-note", "status": "active", "canonId": "23484952-494b-4a5e-b1ad-550d0d70e948", "version": 1, "description": "Attribution / source / caveat placed at the slide footer. Numbered footnotes use attrs.numbered." }, "tool": null, "subkind": null, "framework": null }, "subkind": "source-note", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:29.841+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "ae7c36ad-b22d-4a1e-8467-df6fb51a97f1", "parentComponentId": null }, { "bbox": { "h": 0.08, "w": 0.95, "x": 0.02, "y": 0.06 }, "kind": "title", "text": "BPS may be able to avoid backlash by closing schools in a predictable, moderate way, learning from other districts' examples", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Action title", "slug": "action-title", "status": "active", "canonId": "019de52c-fb31-734c-a0f5-a3935b73135d", "version": 1, "description": null }, "framework": null }, "subkind": "action-title", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:29.841+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "399346b2-14ac-440d-a95b-8bf6eb75efa4", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.25, "x": 0.02, "y": 0.02 }, "kind": "title", "text": "DISTRICT OVEREXTENSION", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:29.841+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "17ea80d7-249a-4c33-adf5-32fc57339dd4", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [ { "matchId": "33ce061b-9161-4629-aebb-c1c1c8d9c832", "evidence": "Comparing three different city school closure strategies to derive best practices.", "framework": null, "confidence": 0.8, "extraction": { "at": "2026-07-16 19:36:29.841+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 218, "frameworkName": "comparison_frame" } ], "arcBeats": [], "loops": [], "locked": true }, { "page": 219, "type": "setup", "title": "The slide uses a funnel diagram to illustrate the filtering process based on enrollment, location, socioeconomic status, and school size.", "function": "compare_peers", "rawType": "peer_benchmark", "block": null, "metadata": { "slideType": "peer_benchmark", "slideTypeCanon": { "name": "Peer benchmark", "slug": "peer_benchmark", "status": "active", "canonId": "019de52d-08f0-7158-a78d-d7b5331fefaf", "version": 1, "description": null }, "function": "compare_peers", "functionCanon": { "name": "Compare peers", "slug": "compare_peers", "status": "active", "canonId": "019de52d-1453-72ba-a367-9ba3d34c1630", "version": 1, "description": null }, "density": "dense", "densityScore": 70, "componentCount": 6, "textChars": 461, "nDataPoints": 10, "notes": "The slide uses a funnel diagram to illustrate the filtering process based on enrollment, location, socioeconomic status, and school size.", "elementsJson": null, "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "at": "2026-07-16 19:36:29.877+00", "seconds": 3.205, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019f6b8e-e3f2-73cd-ba44-d930e8bf3977/219", "deck": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977", "deckAnchor": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977#slide-219", "deckJson": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977.json" }, "components": [ { "bbox": { "h": 0.25, "w": 0.9, "x": 0.05, "y": 0.2 }, "kind": "diagram", "text": "Funnel diagram showing filtering criteria", "attrs": null, "canon": { "kind": { "name": "Diagram", "slug": "diagram", "status": "active", "canonId": "019de52c-f9f0-734a-81de-15382ff28c65", "version": 1, "description": "Schematic or relational diagram." }, "tool": null, "subkind": { "name": "Process flow", "slug": "process", "status": "active", "canonId": "019de52d-039c-718f-ad3a-efe9c4b3c838", "version": 1, "description": null }, "framework": null }, "subkind": "process", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:29.877+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "8b9f9a3c-0178-410a-a6d7-7056abc03669", "parentComponentId": null }, { "bbox": { "h": 0.15, "w": 0.75, "x": 0.15, "y": 0.68 }, "kind": "list", "text": "Newark, District of Columbia, Cleveland, Columbus, Atlanta, San Francisco, Wichita, Oakland, Tucson, Sacramento, Tulsa, Omaha, Oklahoma City", "attrs": null, "canon": { "kind": { "name": "List", "slug": "list", "status": "active", "canonId": "019de52c-f94b-779b-a53b-fd4904a5f4d2", "version": 1, "description": "Bullet or numbered list." }, "tool": null, "subkind": { "name": "Bullet list", "slug": "bullet", "status": "active", "canonId": "019de52c-fc98-7169-a083-5cab805076ca", "version": 1, "description": null }, "framework": null }, "subkind": "bullet", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:29.877+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "3505e9f9-182d-46d9-aae8-e11f2c7fb25b", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.6, "x": 0.05, "y": 0.88 }, "kind": "other", "text": "1 Most recently available data\n2 Indicates district is located in a Right to Work state, where unions have limited options", "attrs": null, "canon": { "kind": { "name": "Other", "slug": "other", "status": "active", "canonId": "019de52c-fa90-743c-8bf6-20d1fbe82b6d", "version": 1, "description": "Fallback when no canonical kind applies." }, "tool": null, "subkind": null, "framework": null }, "subkind": "source-note", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:29.877+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "747f93ee-8462-4d0e-90b2-029bef29bd9d", "parentComponentId": null }, { "bbox": { "h": 0.03, "w": 0.5, "x": 0.05, "y": 0.15 }, "kind": "paragraph", "text": "We looked at ~19,000 districts across the country and found 13 peers", "attrs": null, "canon": { "kind": { "name": "Paragraph", "slug": "paragraph", "status": "active", "canonId": "5f2affc0-941d-4d07-959d-4bfc1930cea4", "version": 1, "description": "Single prose block in the body of a slide." }, "tool": null, "subkind": null, "framework": null }, "subkind": "description", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:29.877+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "72061151-2a74-4407-8c48-f2dc28121c07", "parentComponentId": null }, { "bbox": { "h": 0.4, "w": 0.9, "x": 0.05, "y": 0.45 }, "kind": "table", "text": "Comparison table of BPS metrics vs peer district counts", "attrs": null, "canon": { "kind": { "name": "Table", "slug": "table", "status": "active", "canonId": "019de52c-f9c8-7148-8119-eaac9594cd28", "version": 1, "description": "Tabular data layout." }, "tool": null, "subkind": { "name": "Data table", "slug": "data", "status": "active", "canonId": "019de52d-02d5-75b8-8abf-88e92bf63569", "version": 1, "description": null }, "framework": null }, "subkind": "data", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:29.877+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "afc70627-d02e-4c64-b546-452322ca260f", "parentComponentId": null }, { "bbox": { "h": 0.05, "w": 0.4, "x": 0.05, "y": 0.05 }, "kind": "title", "text": "BPS peer districts for benchmarking", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:29.877+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "7b303e20-a5e8-4388-bf12-1dc6a25ac227", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [ { "matchId": "0b18db8e-0f50-4a88-9bf6-bde0b0c7b8ee", "evidence": "The slide uses a funnel diagram to show the reduction of the dataset from 19,000 to 13.", "framework": null, "confidence": 0.9, "extraction": { "at": "2026-07-16 19:36:29.877+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "pageNumber": 219, "frameworkName": "funnel" } ], "arcBeats": [], "loops": [], "locked": true }, { "page": 220, "type": "appendix", "title": "The slide includes a small callout box at the bottom detailing focus group participation numbers.", "function": "appendix", "rawType": "appendix", "block": null, "metadata": { "slideType": "appendix", "slideTypeCanon": { "name": "Appendix", "slug": "appendix", "status": "active", "canonId": "019de52d-0762-71f8-b564-89ab863301cc", "version": 1, "description": null }, "function": "appendix", "functionCanon": { "name": "Appendix", "slug": "appendix", "status": "active", "canonId": "019de52d-138d-750b-83c3-49b4bc7a7a38", "version": 1, "description": null }, "density": "balanced", "densityScore": 26, "componentCount": 3, "textChars": 241, "nDataPoints": 0, "notes": "The slide includes a small callout box at the bottom detailing focus group participation numbers.", "elementsJson": null, "confidence": 1, "extraction": { "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "at": "2026-07-16 19:36:28.951+00", "seconds": 2.201, "promptVersion": "v2-canon-conditioned" } }, "links": { "slide": "/slides/019f6b8e-e3f2-73cd-ba44-d930e8bf3977/220", "deck": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977", "deckAnchor": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977#slide-220", "deckJson": "/decks/019f6b8e-e3f2-73cd-ba44-d930e8bf3977.json" }, "components": [ { "bbox": { "h": 0.12, "w": 0.63, "x": 0.35, "y": 0.83 }, "kind": "callout", "text": "The Operational Review process conducted six focus groups: Two with principals (15 total participants), Two with parents (27 total participants), Two with teachers (20 total participants)", "attrs": null, "canon": { "kind": { "name": "Callout", "slug": "callout", "status": "active", "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2", "version": 1, "description": "Highlighted callout box." }, "tool": null, "subkind": { "name": "Primary callout", "slug": "primary", "status": "active", "canonId": "019de52c-fbd1-70eb-a9ce-8997f8674c1d", "version": 1, "description": null }, "framework": null }, "subkind": "primary", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:28.951+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "02a9a040-5314-450a-8a31-996205fb60eb", "parentComponentId": null }, { "bbox": { "h": 0.75, "w": 0.96, "x": 0.02, "y": 0.08 }, "kind": "table", "text": "Two-column list of names and areas", "attrs": null, "canon": { "kind": { "name": "Table", "slug": "table", "status": "active", "canonId": "019de52c-f9c8-7148-8119-eaac9594cd28", "version": 1, "description": "Tabular data layout." }, "tool": null, "subkind": { "name": "Data table", "slug": "data", "status": "active", "canonId": "019de52d-02d5-75b8-8abf-88e92bf63569", "version": 1, "description": null }, "framework": null }, "subkind": "data", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:28.951+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "f8a98741-719f-4d33-a362-dda8eeff0c39", "parentComponentId": null }, { "bbox": { "h": 0.04, "w": 0.25, "x": 0.02, "y": 0.03 }, "kind": "title", "text": "List of interviewees", "attrs": null, "canon": { "kind": { "name": "Title", "slug": "title", "status": "active", "canonId": "019de52c-f7dd-76d9-b848-b1f12bd85cf4", "version": 1, "description": "Slide title or headline." }, "tool": null, "subkind": { "name": "Headline", "slug": "headline", "status": "active", "canonId": "019de52c-fae1-7463-9a7c-d60668eced0d", "version": 1, "description": null }, "framework": null }, "subkind": "headline", "groupRole": null, "confidence": null, "extraction": { "at": "2026-07-16 19:36:28.951+00", "model": "google/gemini-3.1-flash-lite-preview", "runId": null, "seconds": null, "promptVersion": null }, "componentId": "93505e0f-4020-481d-a36e-ad373617113e", "parentComponentId": null } ], "metrics": [], "tools": [], "frameworks": [], "arcBeats": [], "loops": [], "locked": true } ], "arcBeats": [ { "from": 1, "to": 20, "label": "Situation & Context", "description": "The document provides an overview of BPS, including demographics, budget allocation, and challenges" }, { "from": 21, "to": 40, "label": "Problem & Complication", "description": "The document highlights issues such as district overextension, special education costs, and variability in classification" }, { "from": 41, "to": 60, "label": "Evidence & Proof", "description": "The document presents data and analysis to support the identified problems and potential solutions" }, { "from": 61, "to": 80, "label": "Impact & Next Steps", "description": "The document outlines potential solutions and recommendations for BPS" } ], "loops": [ { "from": 31, "to": 34, "label": "Cost Of Inaction", "description": "Highlight the costs of inaction in addressing district overextension" }, { "from": 81, "to": 84, "label": "Pattern Hunter", "description": "Identify patterns in special education costs and classification" } ] }