{
  "schemaVersion": "deck-intelligence.v1",
  "id": "019dd923-622c-750b-8b9a-f423225dd04a",
  "slug": "04bb6a4f05f7",
  "title": "Industry meta-study: 24 firms that sued short sellers (2018-2025)",
  "subtitle": "Grizzly Research · 2025-11",
  "author": "Grizzly Research",
  "date": "2025-11-21 00:00:00",
  "pageCount": 7,
  "kind": "research-note",
  "orientation": "portrait",
  "aspectRatio": 0.70709807,
  "targetCompany": "Industry meta-study: 24 firms that sued short sellers (2018-2025)",
  "document": {
    "id": "019dd923-622c-750b-8b9a-f423225dd04a",
    "slug": "04bb6a4f05f7",
    "title": "Industry meta-study: 24 firms that sued short sellers (2018-2025)",
    "rawTitle": "Grizzly suing study v20251121",
    "authorId": "62_Grizzly_Research",
    "authorName": "Grizzly Research",
    "authorDisplay": "Grizzly Research",
    "kind": {
      "slug": "research-note",
      "label": "Research note"
    },
    "sourceType": {
      "slug": "short_seller",
      "label": "Short seller"
    },
    "fileName": "2025-11-Grizzly-suing-study-v20251121.pdf",
    "sourceUrl": null,
    "sourceDate": "2025-11-21 00:00:00",
    "presentationDate": "2025-11-21 00:00:00",
    "ingestedAt": "2026-04-22 23:14:33+00",
    "status": "ready",
    "pageCount": 7,
    "orientation": "portrait",
    "aspectRatio": 0.70709807,
    "targetCompany": "Industry meta-study: 24 firms that sued short sellers (2018-2025)",
    "targetTicker": null,
    "metadata": {
      "local_root": "/tmp/legacy-images/04bb6a4f05f7",
      "activist_firm": "Grizzly Research LLC",
      "origin_corpus": "contrarian",
      "extraction_seconds": 101.38456320762634
    }
  },
  "coverage": {
    "pageCount": 7,
    "pagesIndexed": 7,
    "pagesWithImages": 7,
    "pagesWithMetadata": 7,
    "imageCoveragePct": 100,
    "metadataCoveragePct": 100,
    "componentCount": 38,
    "chartCount": 2,
    "metricSlides": 0,
    "toolMatches": 6,
    "documentToolMatches": 1,
    "frameworkMatches": 0,
    "arcMatches": 1,
    "beatMatches": 4,
    "loopMatches": 1,
    "patternMatches": 0,
    "storymakersMatch": false,
    "scoreAvailable": false,
    "reviewAvailable": false,
    "activistThesisAvailable": true,
    "pitchdeckMetadataAvailable": false,
    "pitchdeckProfileAvailable": false
  },
  "blocks": [],
  "matches": {
    "arcs": [
      {
        "arc": {
          "name": "The Sparkline",
          "slug": "sparkline",
          "status": "active",
          "bestFor": "Keynotes, TED-style talks",
          "canonId": "019dd956-606e-720c-905a-42607ac0bf50",
          "version": 1,
          "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
          "structure": "What Is -> What Could Be -> What Is -> What Could Be -> New Bliss",
          "description": null,
          "familyLabel": null,
          "categoryName": "Narrative & Transformation",
          "categorySlug": "narrative-transformation"
        },
        "matchId": "7228c689-80c1-4e1b-ad7e-c5ee1d09b94e",
        "evidence": "The document structure and content suggest a Sparkline narrative shape, with a focus on presenting data and analysis to inform or update the audience.",
        "isPrimary": true,
        "confidence": 0.7,
        "extraction": {
          "at": "2026-07-17 03:21:07.838071+00",
          "model": "or:meta-llama/llama-4-scout",
          "runId": null,
          "seconds": null,
          "promptVersion": "doc-narrative-v1"
        }
      }
    ],
    "beats": [
      {
        "to": 1,
        "arc": {
          "name": "The Sparkline",
          "slug": "sparkline",
          "status": "active",
          "bestFor": "Keynotes, TED-style talks",
          "canonId": "019dd956-606e-720c-905a-42607ac0bf50",
          "version": 1,
          "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
          "structure": "What Is -> What Could Be -> What Is -> What Could Be -> New Bliss",
          "description": null,
          "familyLabel": null,
          "categoryName": "Narrative & Transformation",
          "categorySlug": "narrative-transformation"
        },
        "from": 1,
        "name": "Setup",
        "beatId": "c96e5366-fc20-4f05-9fb2-68ad2e007a27",
        "matchId": "7228c689-80c1-4e1b-ad7e-c5ee1d09b94e",
        "beatType": {
          "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."
        },
        "evidence": "The executive summary on page 1 sets the stage for the rest of the document.",
        "position": 0,
        "isPrimaryArc": true,
        "parentBeatType": null,
        "alignedBlockIds": null,
        "matchConfidence": 0.7
      },
      {
        "to": 5,
        "arc": {
          "name": "The Sparkline",
          "slug": "sparkline",
          "status": "active",
          "bestFor": "Keynotes, TED-style talks",
          "canonId": "019dd956-606e-720c-905a-42607ac0bf50",
          "version": 1,
          "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
          "structure": "What Is -> What Could Be -> What Is -> What Could Be -> New Bliss",
          "description": null,
          "familyLabel": null,
          "categoryName": "Narrative & Transformation",
          "categorySlug": "narrative-transformation"
        },
        "from": 3,
        "name": "Evidence",
        "beatId": "9e3e86d5-f6f4-41ed-abcd-cf305079d04f",
        "matchId": "7228c689-80c1-4e1b-ad7e-c5ee1d09b94e",
        "beatType": {
          "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."
        },
        "evidence": "Pages 3-5 provide supporting data and academic studies.",
        "position": 1,
        "isPrimaryArc": true,
        "parentBeatType": null,
        "alignedBlockIds": null,
        "matchConfidence": 0.7
      },
      {
        "to": 6,
        "arc": {
          "name": "The Sparkline",
          "slug": "sparkline",
          "status": "active",
          "bestFor": "Keynotes, TED-style talks",
          "canonId": "019dd956-606e-720c-905a-42607ac0bf50",
          "version": 1,
          "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
          "structure": "What Is -> What Could Be -> What Is -> What Could Be -> New Bliss",
          "description": null,
          "familyLabel": null,
          "categoryName": "Narrative & Transformation",
          "categorySlug": "narrative-transformation"
        },
        "from": 6,
        "name": "Development",
        "beatId": "a3f18cfc-eb93-4ce4-863e-43bb7f8c7195",
        "matchId": "7228c689-80c1-4e1b-ad7e-c5ee1d09b94e",
        "beatType": {
          "name": "Development",
          "slug": "development",
          "status": "active",
          "canonId": "019dd9b8-0332-7008-b3aa-11b0840a57b1",
          "version": 1,
          "description": "The middle stretch in arcs that have one. Often where length problems creep in."
        },
        "evidence": "Page 6 presents detailed case information, further developing the analysis.",
        "position": 2,
        "isPrimaryArc": true,
        "parentBeatType": null,
        "alignedBlockIds": null,
        "matchConfidence": 0.7
      },
      {
        "to": 7,
        "arc": {
          "name": "The Sparkline",
          "slug": "sparkline",
          "status": "active",
          "bestFor": "Keynotes, TED-style talks",
          "canonId": "019dd956-606e-720c-905a-42607ac0bf50",
          "version": 1,
          "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
          "structure": "What Is -> What Could Be -> What Is -> What Could Be -> New Bliss",
          "description": null,
          "familyLabel": null,
          "categoryName": "Narrative & Transformation",
          "categorySlug": "narrative-transformation"
        },
        "from": 7,
        "name": "Resolution",
        "beatId": "3aadfb0e-a376-42c7-8c93-dbbbfb8da6d3",
        "matchId": "7228c689-80c1-4e1b-ad7e-c5ee1d09b94e",
        "beatType": {
          "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."
        },
        "evidence": "Page 7 offers key takeaways and discussion, concluding the document.",
        "position": 3,
        "isPrimaryArc": true,
        "parentBeatType": null,
        "alignedBlockIds": null,
        "matchConfidence": 0.7
      }
    ],
    "loops": [
      {
        "to": 5,
        "from": 3,
        "loop": {
          "name": "39_benchmark_gap",
          "slug": "39-benchmark-gap",
          "status": "active",
          "bestFor": "Performance improvement, competitive analysis, target setting",
          "canonId": "019dd956-75a4-7522-8d1a-af94da4703e9",
          "version": 1,
          "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
          "structure": "Our Performance -> Industry Average -> Best-in-Class -> The Gap = The Opportunity",
          "description": "Compare performance against best-in-class to quantify the opportunity",
          "familyLabel": null,
          "categoryName": "Comparison",
          "categorySlug": "comparison"
        },
        "matchId": "5f802ed3-9ea2-4fee-9c09-b8743cfce2e4",
        "evidence": "The presentation of long-term returns and academic support studies aims to benchmark the performance of sued firms against some standard or expectation.",
        "position": 0,
        "objective": "To understand the performance of sued firms' stock",
        "confidence": 0.6,
        "extraction": {
          "at": "2026-07-17 03:21:08.037043+00",
          "model": "or:meta-llama/llama-4-scout",
          "runId": null,
          "seconds": null,
          "promptVersion": "doc-narrative-v1"
        }
      }
    ],
    "tools": [
      {
        "tool": {
          "name": "Peer gap chart",
          "slug": "peer-gap",
          "status": "active",
          "bestFor": "When relative underperformance is the core argument",
          "canonId": "019dd9e1-54f1-775a-94a1-d5cf3bb75abf",
          "version": 1,
          "bodyDocId": "019dd9a1-8653-7748-9050-807f067196c3",
          "description": "A single visual that benchmarks the target against its best-in-class peers on\na single quantitative KPI — and shows the target losing. The gap is the\npunchline.",
          "familyLabel": null,
          "categoryName": null,
          "categorySlug": null
        },
        "agent": null,
        "layer": "document",
        "agents": null,
        "matchId": "f9c75612-badb-497c-9ce6-e29995b7e496",
        "evidence": null,
        "pageRefs": null,
        "priority": null,
        "whenToUse": "When relative underperformance is the core argument",
        "confidence": null,
        "extraction": {
          "at": "2026-04-29 12:07:50.209813+00",
          "model": "unknown-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": null,
        "whyItWorks": "- It's the **most credible claim in the deck** because it's arithmetic, not\n  opinion.\n- It's immediately **actionable** — close this gap and value accrues.\n- It **pre-empts the \"context is different\" defence** by pitting the target\n  against direct peers in the same category.",
        "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": "6ac22d19-3c54-4324-88f3-f80c529e7701",
        "evidence": "The presence of an abstract and source notes indicate an executive summary.",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 0.9,
        "extraction": {
          "at": "2026-07-16 23:12:05.065463+00",
          "model": "or:meta-llama/llama-4-scout",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 1,
        "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": "1b349a3e-3981-4294-a7f7-d230dd1792d6",
        "evidence": "The scatter chart shows stock performance vs S&P 500 over time, with a clear and simple design.",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 0.7,
        "extraction": {
          "at": "2026-07-16 23:11:58.62576+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": "Data-Ink Ratio",
          "slug": "data-ink-ratio",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd956-afc8-70da-b378-92834d36fde6",
          "version": 1,
          "bodyDocId": null,
          "description": "Maximize data, minimize non-data ink - remove chartjunk and decoration",
          "familyLabel": null,
          "categoryName": "Slide",
          "categorySlug": "slide"
        },
        "agent": "Designer",
        "layer": "slide",
        "agents": [
          "Designer"
        ],
        "matchId": "b76836d7-fdbb-4b71-986c-dc0882a8eeca",
        "evidence": "The chart appears to have a high data-ink ratio, with a focus on conveying information about stock performance.",
        "pageRefs": null,
        "priority": "Core",
        "whenToUse": null,
        "confidence": 0.7,
        "extraction": {
          "at": "2026-07-16 23:11:58.664191+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": "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": "c94bbcfb-fb02-4afb-9e3e-b5ec366d42ad",
        "evidence": "The slide contains a table with detailed case information, including statistics and metrics.",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 0.9,
        "extraction": {
          "at": "2026-07-16 23:11:58.73928+00",
          "model": "or:meta-llama/llama-4-scout",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 4,
        "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": "d22102c7-1eb7-4a94-a538-abdb64ad5584",
        "evidence": "Table showing target firms, short-sellers, case dates, outcomes, and performance percentages.",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 0.9,
        "extraction": {
          "at": "2026-07-17 03:55:53.63+00",
          "model": "or:meta-llama/llama-4-scout",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 6,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": "common",
        "narrativePurpose": null
      }
    ],
    "frameworks": [],
    "patterns": []
  },
  "storymakers": null,
  "score": null,
  "review": null,
  "activistThesis": {
    "tone": "analytical",
    "notes": "Meta-study / academic-style research note by Grizzly Research, not an attack on a single company. Updates Brendel & Ryans (2021) with 1,100 short-activist publications 2018-2025, analyzing the 24 target firms that sued the publisher. target_company field is a descriptor of the 24-firm sample rather than a single issuer. Document is text-dominant (Calibri body, two basic Excel scatter plots, two summary tables) with only Grizzly bear logo as branding. Campaign_phase set to follow_up because this extends prior academic work on the same bluffing-strategy hypothesis; it is not itself a campaign against any issuer.",
    "kpisCited": [
      {
        "detail": "-72.0% on average since publication",
        "metric": "Long-term return vs S&P 500 (suing firms)"
      },
      {
        "detail": "-54.4% on average",
        "metric": "Long-term absolute return (suing firms)"
      },
      {
        "detail": "-66.0%",
        "metric": "Return since lawsuit filing vs S&P 500"
      },
      {
        "detail": "-29.4% vs index, +15.8% absolute",
        "metric": "Return for firms that did not sue"
      },
      {
        "detail": "24 lawsuits from 906 targets / 1,100 publications (2.6%)",
        "metric": "Litigation rate"
      },
      {
        "detail": "21 of 24",
        "metric": "Suing firms underperforming index by >30%"
      },
      {
        "detail": "12 of 24",
        "metric": "Suing firms underperforming index by >80%"
      },
      {
        "detail": "5 of 24 (plus 50% of pre-2018 sample in Brendel & Ryans)",
        "metric": "Suing firms delisted or bankrupt"
      },
      {
        "detail": "~80% decline vs index at 6 years post-publication",
        "metric": "Expected trendline outcome"
      }
    ],
    "closingAsk": "Use a defamation lawsuit filing against an activist short seller as a statistically strong negative signal for the suing firm's long-term share-price performance.",
    "extraction": {
      "at": "2026-04-22 23:14:33+00",
      "model": "unknown-legacy",
      "runId": null,
      "seconds": 101.38456,
      "promptVersion": null
    },
    "scqaReward": "The statistically expected outcome for a suing firm is an ~80% valuation decline against the S&P 500 over six years; the 2018-2025 sample averaged -72% relative and -54.4% absolute returns.",
    "thesisTypes": [
      "fraud_exposure",
      "other"
    ],
    "top3Reasons": [
      "All 24 firms that sued short sellers failed to recover against the S&P 500 (2018-2025)",
      "Suing firms averaged -72.0% relative and -54.4% absolute returns long-term",
      "Only 2.6% of targets sue, and half of pre-2018 suing firms were later delisted"
    ],
    "scqaSituation": "Activist short sellers publish fraud or overvaluation reports on listed firms; target companies respond through denial, additional disclosure, internal investigation, or lawsuit — but only about 6% of targets ever litigate.",
    "thesisSummary": "Grizzly Research updates Brendel & Ryans (2021) with 1,100 activist short publications covering 906 target firms from January 2018 through August 2025. Of those targets, only 24 firms (2.6%) filed defamation, libel or securities-fraud lawsuits against the publisher — and in every single one of those 24 cases, the stock failed to recover against the S&P 500. Suing firms averaged -72.0% relative and -54.4% absolute returns, with 21 of 24 underperforming the index by more than 30%, 12 by more than 80%, and five delisted or bankrupt. Firms that did not sue performed far better (-29.4% versus the index, +15.8% absolute). Even excluding the publication-to-filing window, post-filing returns still trail the index by 66%. The authors conclude that defamation suits function as a bluffing strategy to signal false confidence, and investors should treat a lawsuit filing as a strong negative signal.",
    "primaryDemands": [
      "Treat a defamation lawsuit filing against a short seller as a strong negative stock-price signal",
      "Use the lawsuit event as an indicator that the underlying allegations likely have merit"
    ],
    "scqaResolution": "Investors should treat the filing of a defamation or libel lawsuit against a short seller as a strong standalone negative signal and underweight or avoid the suing company's stock.",
    "thesisOneLiner": "Firms that sue activist short sellers underperform the S&P 500 by 72% long-term — the lawsuit is a bluffing signal that confirms, rather than refutes, the short thesis.",
    "precedentsCited": [
      "Brendel & Ryans (2021), Journal of Accounting Research 59(2): 487-528",
      "Dechow et al. (2011)",
      "Blackburne et al. (2020)"
    ],
    "scqaComplication": "Prior academic work suggests litigation functions as a bluffing strategy to signal confidence despite real issues, but post-2018 data covering the recent surge in activist short campaigns was missing.",
    "narrativeInterest": 3,
    "notableSlidePages": [
      1,
      3,
      4,
      5
    ],
    "peerCompaniesCited": [
      "Gorilla Technology Group",
      "Grifols S.A.",
      "Safety Shot",
      "FingerMotion",
      "Medical Properties Trust",
      "MiMedx Group",
      "Rural Funds Group",
      "EBIX",
      "Farmland Partners",
      "Cassava Sciences",
      "NovaGold Resources",
      "Yangtze River Port & Logistics",
      "Blue Sky Alternative Investments",
      "Viceroy",
      "Capybara Research",
      "Culper Research",
      "Bonitas Research",
      "Hindenburg Research",
      "Gotham City Research",
      "J Capital Research",
      "White Diamond Research",
      "Jehoshaphat Research",
      "Quintessential Capital Management"
    ],
    "valuationFrameworks": [
      "other"
    ],
    "visualCraftInterest": 1
  },
  "pitchdeck": {
    "metadata": null,
    "profile": null
  },
  "slides": [
    {
      "page": 1,
      "type": "setup",
      "title": "The slide functions as an academic research note cover/abstract page.",
      "function": "summarize",
      "imagePath": "https://imgproxy.kitesheet.com/iiATQ5q67sfPo4dEUaBDYNDePAgOMn71Y-dPmmdpRhg/rs:fit:1200:1200:0/q:82/f:webp/czM6Ly9raXRlc2hlZXQvY29ycHVzL3NsaWRlcy8wNGJiNmE0ZjA1ZjcvcDAwMS5wbmc",
      "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": 69,
        "componentCount": 9,
        "textChars": 1033,
        "nDataPoints": 12,
        "notes": "The slide functions as an academic research note cover/abstract page.",
        "elementsJson": [
          "headline_text",
          "paragraph",
          "logo_grid",
          "footnote"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 20:08:13.268+00",
          "seconds": 3.32,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-622c-750b-8b9a-f423225dd04a/1",
        "deck": "/decks/019dd923-622c-750b-8b9a-f423225dd04a",
        "deckAnchor": "/decks/019dd923-622c-750b-8b9a-f423225dd04a#slide-1",
        "deckJson": "/decks/019dd923-622c-750b-8b9a-f423225dd04a.json"
      },
      "components": [
        {
          "bbox": null,
          "kind": "callout",
          "text": "These new results, together with the facts that suing firms rarely achieve profitable settlements and firms can refute allegations conveniently without legal filings, provide further support for Brendel and Ryans’ hypothesis that target firms predominantly file lawsuits as a “bluffing strategy.”",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Callout",
              "slug": "callout",
              "status": "active",
              "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2",
              "version": 1,
              "description": "Highlighted callout box."
            },
            "tool": {
              "name": "Visual emphasis",
              "slug": "visual-emphasis",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-474b-736b-a8eb-a794dd88241c",
              "version": 1,
              "bodyDocId": null,
              "description": "Drawing the eye to one element above the rest of the slide.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-23 02:30:40+00",
            "model": "unknown-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd953-70f4-766c-b4d6-72a4c7ba722a",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.08,
            "w": 0.12,
            "x": 0.44,
            "y": 0.32
          },
          "kind": "image",
          "text": "Grizzly Research",
          "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": "2026-05-02 20:08:13.268+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "6636e536-9f5a-4af9-83a7-ce3d0b2e8e40",
          "parentComponentId": null
        },
        {
          "bbox": null,
          "kind": "metric",
          "text": "long-term stock performance: -72.0%",
          "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": {
              "name": "Quantification",
              "slug": "quantification",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-47ab-72ce-a079-aab1f5299e88",
              "version": 1,
              "bodyDocId": null,
              "description": "Translating a claim into numbers, charts, or tables.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": "primary",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-23 02:30:40+00",
            "model": "unknown-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd953-70f4-766c-b4d6-7bf80882f0c5",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.1,
            "w": 0.76,
            "x": 0.12,
            "y": 0.79
          },
          "kind": "paragraph",
          "text": "Brendel and Ryans (2021)1 provide an extensive study on listed companies’ reactions after activist short sellers published allegations against a company...",
          "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": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "paragraph",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:08:13.268+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "429cde20-eaa0-4b87-8d04-8968b4c56f3d",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.35,
            "w": 0.76,
            "x": 0.12,
            "y": 0.42
          },
          "kind": "paragraph",
          "text": "Abstract: A previous empirical study by Brendel and Ryans (2021) has shown that stocks of firms that choose litigation to respond to short seller reports exhibit a strong price underperformance in the long run...",
          "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": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "paragraph",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:08:13.268+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "5e27d32a-6c5a-47b1-8b35-bb397e3a636c",
          "parentComponentId": null
        },
        {
          "bbox": null,
          "kind": "quote",
          "text": "“bluffing strategy.” — Grizzly Research LLC",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Quote",
              "slug": "quote",
              "status": "active",
              "canonId": "019de52c-f8fb-751e-8bc6-d58e2d59562a",
              "version": 1,
              "description": "Pull quote or testimonial."
            },
            "tool": {
              "name": "Authority citation",
              "slug": "authority-citation",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-49ae-7557-89ad-3fca70469b45",
              "version": 1,
              "bodyDocId": null,
              "description": "Quoting an authority figure, study, or precedent to lend weight.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-23 02:30:40+00",
            "model": "unknown-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd953-70f4-766c-b4d6-767402b41caa",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.05,
            "w": 0.76,
            "x": 0.12,
            "y": 0.89
          },
          "kind": "source-note",
          "text": "1 Brendel, J., & Ryans, J. (2021). Responding to activist short sellers: Allegations, firm responses, and outcomes. Journal of Accounting Research, 59(2), 487-528.",
          "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": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:08:13.268+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "29929cd3-603f-4060-96f0-19e18a8eccfc",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.03,
            "w": 0.2,
            "x": 0.12,
            "y": 0.76
          },
          "kind": "title",
          "text": "1. 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": "2026-05-02 20:08:13.268+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "54935bf2-9a09-49a4-8ca3-57abcece6a37",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.1,
            "w": 0.7,
            "x": 0.15,
            "y": 0.11
          },
          "kind": "title",
          "text": "Defamation Lawsuits Against Activist Short Sellers and the Future Stock Performance of Suing Firms",
          "attrs": null,
          "canon": {
            "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": "2026-05-02 20:08:13.268+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "8754853e-947f-4c35-9c8e-c5769799bfac",
          "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": "6ac22d19-3c54-4324-88f3-f80c529e7701",
          "evidence": "The presence of an abstract and source notes indicate an executive summary.",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 0.9,
          "extraction": {
            "at": "2026-07-16 23:12:05.065463+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 1,
          "whyItWorks": null,
          "antipattern": null,
          "cardinality": "common",
          "narrativePurpose": null
        }
      ],
      "frameworks": [],
      "arcBeats": [
        {
          "to": 1,
          "arc": {
            "name": "The Sparkline",
            "slug": "sparkline",
            "status": "active",
            "bestFor": "Keynotes, TED-style talks",
            "canonId": "019dd956-606e-720c-905a-42607ac0bf50",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "What Is -> What Could Be -> What Is -> What Could Be -> New Bliss",
            "description": null,
            "familyLabel": null
          },
          "from": 1,
          "name": "Setup",
          "beatId": "c96e5366-fc20-4f05-9fb2-68ad2e007a27",
          "matchId": "7228c689-80c1-4e1b-ad7e-c5ee1d09b94e",
          "beatType": {
            "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."
          },
          "evidence": "The executive summary on page 1 sets the stage for the rest of the document.",
          "position": 0,
          "isPrimaryArc": true,
          "parentBeatType": null,
          "alignedBlockIds": null,
          "matchConfidence": 0.7
        }
      ],
      "loops": [],
      "thumbSrc": "https://imgproxy.kitesheet.com/66iig4teVWJLkLDM3VY3X2hNg6g5RkLID6ii5dsNdUI/rs:fit:480:480:0/q:78/f:webp/czM6Ly9raXRlc2hlZXQvY29ycHVzL3NsaWRlcy8wNGJiNmE0ZjA1ZjcvcDAwMS5wbmc",
      "imagePathAlt": "https://imgproxy.kitesheet.com/SWkn6xgBdvT5MZjJDM5KlWFGIB9fiQAHmXJMhuNttcM/rs:fit:1200:1200:0/q:82/f:webp/czM6Ly9raXRlc2hlZXQvY29ycHVzL3NsaWRlcy8wNGJiNmE0ZjA1ZjcvcDAwMS5qcGc",
      "thumbSrcAlt": "https://imgproxy.kitesheet.com/K92q6eYrrsLUIP78UIUXOdgzHC0QCCjvROwqLaVt43E/rs:fit:480:480:0/q:78/f:webp/czM6Ly9raXRlc2hlZXQvY29ycHVzL3NsaWRlcy8wNGJiNmE0ZjA1ZjcvcDAwMS5qcGc"
    },
    {
      "page": 2,
      "type": "setup",
      "title": "Image file /tmp/legacy-images/04bb6a4f05f7/slides/002.jpg not found on disk; unable to inspect page contents.",
      "block": null,
      "metadata": {
        "slideType": null,
        "slideTypeCanon": null,
        "function": null,
        "functionCanon": null,
        "density": "sparse",
        "densityScore": 0,
        "componentCount": null,
        "textChars": null,
        "nDataPoints": 0,
        "notes": "Image file /tmp/legacy-images/04bb6a4f05f7/slides/002.jpg not found on disk; unable to inspect page contents.",
        "elementsJson": null,
        "confidence": 0,
        "extraction": {
          "model": "claude-cli",
          "runId": null,
          "at": "2026-05-03 03:14:28.897+00",
          "seconds": null,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-622c-750b-8b9a-f423225dd04a/2",
        "deck": "/decks/019dd923-622c-750b-8b9a-f423225dd04a",
        "deckAnchor": "/decks/019dd923-622c-750b-8b9a-f423225dd04a#slide-2",
        "deckJson": "/decks/019dd923-622c-750b-8b9a-f423225dd04a.json"
      },
      "components": [],
      "metrics": [],
      "tools": [],
      "frameworks": [],
      "arcBeats": [],
      "loops": [],
      "locked": true
    },
    {
      "page": 3,
      "type": "analysis",
      "title": "The slide presents two scatter plots with trendlines showing long-term returns of firms that sued short-sellers, indicating poor performance post-publication.",
      "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": 54,
        "componentCount": 8,
        "textChars": 640,
        "nDataPoints": 48,
        "notes": "The slide presents two scatter plots with trendlines showing long-term returns of firms that sued short-sellers, indicating poor performance post-publication.",
        "elementsJson": [
          "paragraph",
          "scatter_plot",
          "footnote"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 20:08:12.761+00",
          "seconds": 2.809,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-622c-750b-8b9a-f423225dd04a/3",
        "deck": "/decks/019dd923-622c-750b-8b9a-f423225dd04a",
        "deckAnchor": "/decks/019dd923-622c-750b-8b9a-f423225dd04a#slide-3",
        "deckJson": "/decks/019dd923-622c-750b-8b9a-f423225dd04a.json"
      },
      "components": [
        {
          "bbox": null,
          "kind": "callout",
          "text": "Only 4 of 24 firms showed a net positive return since report publication.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Callout",
              "slug": "callout",
              "status": "active",
              "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2",
              "version": 1,
              "description": "Highlighted callout box."
            },
            "tool": {
              "name": "Visual emphasis",
              "slug": "visual-emphasis",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-474b-736b-a8eb-a794dd88241c",
              "version": 1,
              "bodyDocId": null,
              "description": "Drawing the eye to one element above the rest of the slide.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-23 02:30:40+00",
            "model": "unknown-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd953-70f4-766c-b4d6-01f18a65800c",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.25,
            "w": 0.76,
            "x": 0.12,
            "y": 0.37
          },
          "kind": "chart",
          "text": "Stock performance vs S&P 500 over time",
          "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": "2026-05-02 20:08:12.761+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "35262b39-8456-4d8b-84c1-f8d6d6fbd181",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.25,
            "w": 0.76,
            "x": 0.12,
            "y": 0.61
          },
          "kind": "chart",
          "text": "Stock return over time",
          "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": "2026-05-02 20:08:12.761+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "c69d779c-2fe5-4ddf-8bcc-6e0f0b3b17ad",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.08,
            "w": 0.76,
            "x": 0.12,
            "y": 0.865
          },
          "kind": "disclaimer",
          "text": "4 Only stock price-targeting publications are included... 5 We abbreviate the following short seller brands...",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Disclaimer",
              "slug": "disclaimer",
              "status": "active",
              "canonId": "91173477-d91f-4024-bbaf-d4f93e3f82dc",
              "version": 1,
              "description": "Legal/cautionary text that occupies most of the body of its slide."
            },
            "tool": null,
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:08:12.761+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "8b196fd8-8e63-49dc-b3e6-7d625c335599",
          "parentComponentId": null
        },
        {
          "bbox": null,
          "kind": "metric",
          "text": "Stock Return: -72%",
          "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": {
              "name": "Quantification",
              "slug": "quantification",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-47ab-72ce-a079-aab1f5299e88",
              "version": 1,
              "bodyDocId": null,
              "description": "Translating a claim into numbers, charts, or tables.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": "primary",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-23 02:30:40+00",
            "model": "unknown-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd953-70f4-766c-b4d6-077812ebc29a",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.15,
            "w": 0.76,
            "x": 0.12,
            "y": 0.12
          },
          "kind": "paragraph",
          "text": "From 906 firms targeted by short sellers in a total of 1,100 reports, 24 filed lawsuits (2.6%) against the publisher; in all 24 cases, the firm's share price failed to recover against the S&P 500 performance.",
          "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": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "paragraph",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:08:12.761+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "7d33592d-b583-47b2-ba8a-3038159d77ae",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.03,
            "w": 0.76,
            "x": 0.12,
            "y": 0.82
          },
          "kind": "source-note",
          "text": "Figure 1: Suing firms' stock performance from publications since 2018 to August 1st 2025, with least squared trendline",
          "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": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:08:12.761+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "7dcb18eb-ec7d-401d-ad6d-71ddaae7c52e",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.02,
            "w": 0.5,
            "x": 0.25,
            "y": 0.358
          },
          "kind": "title",
          "text": "Long-Term Returns of Short-Sellers' Targets That Sued",
          "attrs": null,
          "canon": {
            "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": "2026-05-02 20:08:12.761+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "f4d46f03-45da-4e1c-8cbf-d6e06fb73e74",
          "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": "1b349a3e-3981-4294-a7f7-d230dd1792d6",
          "evidence": "The scatter chart shows stock performance vs S&P 500 over time, with a clear and simple design.",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 0.7,
          "extraction": {
            "at": "2026-07-16 23:11:58.62576+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": "Data-Ink Ratio",
            "slug": "data-ink-ratio",
            "status": "active",
            "bestFor": null,
            "canonId": "019dd956-afc8-70da-b378-92834d36fde6",
            "version": 1,
            "bodyDocId": null,
            "description": "Maximize data, minimize non-data ink - remove chartjunk and decoration",
            "familyLabel": null,
            "categoryName": "Slide",
            "categorySlug": "slide"
          },
          "agent": "Designer",
          "layer": "slide",
          "agents": [
            "Designer"
          ],
          "matchId": "b76836d7-fdbb-4b71-986c-dc0882a8eeca",
          "evidence": "The chart appears to have a high data-ink ratio, with a focus on conveying information about stock performance.",
          "pageRefs": null,
          "priority": "Core",
          "whenToUse": null,
          "confidence": 0.7,
          "extraction": {
            "at": "2026-07-16 23:11:58.664191+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": 5,
          "arc": {
            "name": "The Sparkline",
            "slug": "sparkline",
            "status": "active",
            "bestFor": "Keynotes, TED-style talks",
            "canonId": "019dd956-606e-720c-905a-42607ac0bf50",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "What Is -> What Could Be -> What Is -> What Could Be -> New Bliss",
            "description": null,
            "familyLabel": null
          },
          "from": 3,
          "name": "Evidence",
          "beatId": "9e3e86d5-f6f4-41ed-abcd-cf305079d04f",
          "matchId": "7228c689-80c1-4e1b-ad7e-c5ee1d09b94e",
          "beatType": {
            "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."
          },
          "evidence": "Pages 3-5 provide supporting data and academic studies.",
          "position": 1,
          "isPrimaryArc": true,
          "parentBeatType": null,
          "alignedBlockIds": null,
          "matchConfidence": 0.7
        }
      ],
      "loops": [
        {
          "to": 5,
          "from": 3,
          "loop": {
            "name": "39_benchmark_gap",
            "slug": "39-benchmark-gap",
            "status": "active",
            "bestFor": "Performance improvement, competitive analysis, target setting",
            "canonId": "019dd956-75a4-7522-8d1a-af94da4703e9",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "Our Performance -> Industry Average -> Best-in-Class -> The Gap = The Opportunity",
            "description": "Compare performance against best-in-class to quantify the opportunity",
            "familyLabel": null
          },
          "matchId": "5f802ed3-9ea2-4fee-9c09-b8743cfce2e4",
          "evidence": "The presentation of long-term returns and academic support studies aims to benchmark the performance of sued firms against some standard or expectation.",
          "position": 0,
          "objective": "To understand the performance of sued firms' stock",
          "confidence": 0.6,
          "extraction": {
            "at": "2026-07-17 03:21:08.037043+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": "doc-narrative-v1"
          }
        }
      ],
      "locked": true
    },
    {
      "page": 4,
      "type": "analysis",
      "title": "The slide argues that lawsuits are a negative signal for long-term stock valuation, often used as a bluffing strategy.",
      "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": 66,
        "componentCount": 8,
        "textChars": 1213,
        "nDataPoints": 16,
        "notes": "The slide argues that lawsuits are a negative signal for long-term stock valuation, often used as a bluffing strategy.",
        "elementsJson": [
          "paragraph",
          "comparison_table"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 20:08:13.826+00",
          "seconds": 3.811,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-622c-750b-8b9a-f423225dd04a/4",
        "deck": "/decks/019dd923-622c-750b-8b9a-f423225dd04a",
        "deckAnchor": "/decks/019dd923-622c-750b-8b9a-f423225dd04a#slide-4",
        "deckJson": "/decks/019dd923-622c-750b-8b9a-f423225dd04a.json"
      },
      "components": [
        {
          "bbox": null,
          "kind": "callout",
          "text": "The least squared trendline in figure 1 indicates that the statistically expected outcome for the stock of a suing company is a valuation decline of 80% against the index over the next 6 years (2,192 days) after the publication.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Callout",
              "slug": "callout",
              "status": "active",
              "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2",
              "version": 1,
              "description": "Highlighted callout box."
            },
            "tool": {
              "name": "Visual emphasis",
              "slug": "visual-emphasis",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-474b-736b-a8eb-a794dd88241c",
              "version": 1,
              "bodyDocId": null,
              "description": "Drawing the eye to one element above the rest of the slide.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-23 02:30:40+00",
            "model": "unknown-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd953-70f4-766c-b4d6-1e82bf571a89",
          "parentComponentId": null
        },
        {
          "bbox": null,
          "kind": "metric",
          "text": "relative stock performance: -72.0%",
          "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": {
              "name": "Quantification",
              "slug": "quantification",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-47ab-72ce-a079-aab1f5299e88",
              "version": 1,
              "bodyDocId": null,
              "description": "Translating a claim into numbers, charts, or tables.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": "primary",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-23 02:30:40+00",
            "model": "unknown-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd953-70f4-766c-b4d6-225999c0e994",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.07,
            "w": 0.764,
            "x": 0.118,
            "y": 0.57
          },
          "kind": "paragraph",
          "text": "Table 2 shows case details. Even lawsuits that resulted in a ruling or settlement in favor of the plaintiff coincide with strongly negative long-term returns.",
          "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": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "paragraph",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:08:13.826+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "49053e16-8911-473d-b0f6-213104fc2db8",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.05,
            "w": 0.764,
            "x": 0.118,
            "y": 0.085
          },
          "kind": "paragraph",
          "text": "The least squared trendline in figure 1 indicates that the statistically expected outcome for the stock of a suing company is a valuation decline of 80% against the index over the next 6 years (2,192 days) after the publication.",
          "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": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "paragraph",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:08:13.826+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "59a2ac7d-6432-4fc7-a8f4-2769139c7320",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.015,
            "w": 0.35,
            "x": 0.118,
            "y": 0.045
          },
          "kind": "paragraph",
          "text": "Academic support study by Grizzly Research LLC",
          "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": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "paragraph",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:08:13.826+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "6a4f9310-ea95-4897-a51c-96c343f6fc88",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.07,
            "w": 0.764,
            "x": 0.118,
            "y": 0.46
          },
          "kind": "paragraph",
          "text": "These results, based on the introductory discussion above, provide very strong evidence for the hypothesis that defamation lawsuits by short activists’ targets are predominantly filed as a bluffing strategy to signal confidence in circumstances of material issues.",
          "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": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "paragraph",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:08:13.826+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "bb84e4d6-a71c-458c-91ac-c6e2452ee545",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.05,
            "w": 0.764,
            "x": 0.118,
            "y": 0.37
          },
          "kind": "paragraph",
          "text": "The statistics in table 1 show how strong of an indicator for bad long-term returns the filing of a lawsuit on average is.",
          "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": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "paragraph",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:08:13.826+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "dcfbe490-2bdc-4e61-9e9d-0f22710e9039",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.12,
            "w": 0.764,
            "x": 0.118,
            "y": 0.24
          },
          "kind": "table",
          "text": "Table 1: Statistics of long-term stock performance from closing price before report publication or lawsuit filing to August 1st, 2024",
          "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": "2026-05-02 20:08:13.826+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "ed2a00ad-7677-428d-8475-46f26e04c549",
          "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": "c94bbcfb-fb02-4afb-9e3e-b5ec366d42ad",
          "evidence": "The slide contains a table with detailed case information, including statistics and metrics.",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 0.9,
          "extraction": {
            "at": "2026-07-16 23:11:58.73928+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 4,
          "whyItWorks": null,
          "antipattern": null,
          "cardinality": "common",
          "narrativePurpose": null
        }
      ],
      "frameworks": [],
      "arcBeats": [
        {
          "to": 5,
          "arc": {
            "name": "The Sparkline",
            "slug": "sparkline",
            "status": "active",
            "bestFor": "Keynotes, TED-style talks",
            "canonId": "019dd956-606e-720c-905a-42607ac0bf50",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "What Is -> What Could Be -> What Is -> What Could Be -> New Bliss",
            "description": null,
            "familyLabel": null
          },
          "from": 3,
          "name": "Evidence",
          "beatId": "9e3e86d5-f6f4-41ed-abcd-cf305079d04f",
          "matchId": "7228c689-80c1-4e1b-ad7e-c5ee1d09b94e",
          "beatType": {
            "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."
          },
          "evidence": "Pages 3-5 provide supporting data and academic studies.",
          "position": 1,
          "isPrimaryArc": true,
          "parentBeatType": null,
          "alignedBlockIds": null,
          "matchConfidence": 0.7
        }
      ],
      "loops": [
        {
          "to": 5,
          "from": 3,
          "loop": {
            "name": "39_benchmark_gap",
            "slug": "39-benchmark-gap",
            "status": "active",
            "bestFor": "Performance improvement, competitive analysis, target setting",
            "canonId": "019dd956-75a4-7522-8d1a-af94da4703e9",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "Our Performance -> Industry Average -> Best-in-Class -> The Gap = The Opportunity",
            "description": "Compare performance against best-in-class to quantify the opportunity",
            "familyLabel": null
          },
          "matchId": "5f802ed3-9ea2-4fee-9c09-b8743cfce2e4",
          "evidence": "The presentation of long-term returns and academic support studies aims to benchmark the performance of sued firms against some standard or expectation.",
          "position": 0,
          "objective": "To understand the performance of sued firms' stock",
          "confidence": 0.6,
          "extraction": {
            "at": "2026-07-17 03:21:08.037043+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": "doc-narrative-v1"
          }
        }
      ],
      "locked": true
    },
    {
      "page": 5,
      "type": "analysis",
      "title": "The table tracks publication dates, short sellers, lawsuit filing dates, case outcomes, and stock returns relative to S&P 500 benchmarks.",
      "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": "sparse",
        "densityScore": 22,
        "componentCount": 4,
        "textChars": 252,
        "nDataPoints": 72,
        "notes": "The table tracks publication dates, short sellers, lawsuit filing dates, case outcomes, and stock returns relative to S&P 500 benchmarks.",
        "elementsJson": [
          "data_table",
          "footnote"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 20:08:14.312+00",
          "seconds": 4.264,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-622c-750b-8b9a-f423225dd04a/5",
        "deck": "/decks/019dd923-622c-750b-8b9a-f423225dd04a",
        "deckAnchor": "/decks/019dd923-622c-750b-8b9a-f423225dd04a#slide-5",
        "deckJson": "/decks/019dd923-622c-750b-8b9a-f423225dd04a.json"
      },
      "components": [
        {
          "bbox": {
            "h": 0.12,
            "w": 0.75,
            "x": 0.06,
            "y": 0.78
          },
          "kind": "disclaimer",
          "text": "Footnotes 6-9 detailing methodology for firm selection, data sourcing, and return calculations.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Disclaimer",
              "slug": "disclaimer",
              "status": "active",
              "canonId": "91173477-d91f-4024-bbaf-d4f93e3f82dc",
              "version": 1,
              "description": "Legal/cautionary text that occupies most of the body of its slide."
            },
            "tool": null,
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:08:14.312+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "cc6fa40c-f619-4cd6-9d69-c32eaa54fdd2",
          "parentComponentId": null
        },
        {
          "bbox": null,
          "kind": "metric",
          "text": "Stock return vs. S&P 500: -97.3%",
          "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": {
              "name": "Quantification",
              "slug": "quantification",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-47ab-72ce-a079-aab1f5299e88",
              "version": 1,
              "bodyDocId": null,
              "description": "Translating a claim into numbers, charts, or tables.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": "primary",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-23 02:30:40+00",
            "model": "unknown-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd953-70f4-766c-b4d6-48c56dd9e49b",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.75,
            "w": 0.88,
            "x": 0.06,
            "y": 0.12
          },
          "kind": "table",
          "text": "Table of short seller targets, lawsuit outcomes, and stock performance metrics.",
          "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": "2026-05-02 20:08:14.312+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "c27e36d9-e2be-4588-82cb-f68a7e258e7b",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.02,
            "w": 0.38,
            "x": 0.06,
            "y": 0.06
          },
          "kind": "title",
          "text": "Academic support study by Grizzly Research LLC",
          "attrs": null,
          "canon": {
            "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": "2026-05-02 20:08:14.312+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "25154a70-1f06-41ee-84a1-9a56b0c30c68",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [],
      "frameworks": [],
      "arcBeats": [
        {
          "to": 5,
          "arc": {
            "name": "The Sparkline",
            "slug": "sparkline",
            "status": "active",
            "bestFor": "Keynotes, TED-style talks",
            "canonId": "019dd956-606e-720c-905a-42607ac0bf50",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "What Is -> What Could Be -> What Is -> What Could Be -> New Bliss",
            "description": null,
            "familyLabel": null
          },
          "from": 3,
          "name": "Evidence",
          "beatId": "9e3e86d5-f6f4-41ed-abcd-cf305079d04f",
          "matchId": "7228c689-80c1-4e1b-ad7e-c5ee1d09b94e",
          "beatType": {
            "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."
          },
          "evidence": "Pages 3-5 provide supporting data and academic studies.",
          "position": 1,
          "isPrimaryArc": true,
          "parentBeatType": null,
          "alignedBlockIds": null,
          "matchConfidence": 0.7
        }
      ],
      "loops": [
        {
          "to": 5,
          "from": 3,
          "loop": {
            "name": "39_benchmark_gap",
            "slug": "39-benchmark-gap",
            "status": "active",
            "bestFor": "Performance improvement, competitive analysis, target setting",
            "canonId": "019dd956-75a4-7522-8d1a-af94da4703e9",
            "version": 1,
            "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
            "structure": "Our Performance -> Industry Average -> Best-in-Class -> The Gap = The Opportunity",
            "description": "Compare performance against best-in-class to quantify the opportunity",
            "familyLabel": null
          },
          "matchId": "5f802ed3-9ea2-4fee-9c09-b8743cfce2e4",
          "evidence": "The presentation of long-term returns and academic support studies aims to benchmark the performance of sued firms against some standard or expectation.",
          "position": 0,
          "objective": "To understand the performance of sued firms' stock",
          "confidence": 0.6,
          "extraction": {
            "at": "2026-07-17 03:21:08.037043+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": "doc-narrative-v1"
          }
        }
      ],
      "locked": true
    },
    {
      "page": 6,
      "type": "analysis",
      "title": "The table tracks specific legal outcomes for companies targeted by short-sellers.",
      "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": 6,
        "textChars": 363,
        "nDataPoints": 16,
        "notes": "The table tracks specific legal outcomes for companies targeted by short-sellers.",
        "elementsJson": [
          "data_table"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 20:08:12.591+00",
          "seconds": 2.491,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-622c-750b-8b9a-f423225dd04a/6",
        "deck": "/decks/019dd923-622c-750b-8b9a-f423225dd04a",
        "deckAnchor": "/decks/019dd923-622c-750b-8b9a-f423225dd04a#slide-6",
        "deckJson": "/decks/019dd923-622c-750b-8b9a-f423225dd04a.json"
      },
      "components": [
        {
          "bbox": null,
          "kind": "metric",
          "text": "stock performance: -100%",
          "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": {
              "name": "Quantification",
              "slug": "quantification",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-47ab-72ce-a079-aab1f5299e88",
              "version": 1,
              "bodyDocId": null,
              "description": "Translating a claim into numbers, charts, or tables.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": "primary",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-23 02:30:40+00",
            "model": "unknown-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd953-70f4-766c-b4d6-3a616a2c24ce",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.013,
            "w": 0.085,
            "x": 0.513,
            "y": 0.063
          },
          "kind": "paragraph",
          "text": "November 21, 2025",
          "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": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "paragraph",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:08:12.591+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "3b112325-39a4-49da-badf-e1922ff751cb",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.013,
            "w": 0.235,
            "x": 0.067,
            "y": 0.063
          },
          "kind": "paragraph",
          "text": "Academic support study by Grizzly Research LLC",
          "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": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "paragraph",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:08:12.591+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "ee735700-b128-412c-88c0-50061616a201",
          "parentComponentId": null
        },
        {
          "bbox": null,
          "kind": "quote",
          "text": "Case settled with admission of guilt by Rota Fortunae in June 2021 — Rota Fortunae.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Quote",
              "slug": "quote",
              "status": "active",
              "canonId": "019de52c-f8fb-751e-8bc6-d58e2d59562a",
              "version": 1,
              "description": "Pull quote or testimonial."
            },
            "tool": {
              "name": "Authority citation",
              "slug": "authority-citation",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-49ae-7557-89ad-3fca70469b45",
              "version": 1,
              "bodyDocId": null,
              "description": "Quoting an authority figure, study, or precedent to lend weight.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-23 02:30:40+00",
            "model": "unknown-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd953-70f4-766c-b4d6-37cbcec676e3",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.148,
            "w": 0.866,
            "x": 0.067,
            "y": 0.154
          },
          "kind": "table",
          "text": "Table showing target firms, short-sellers, case dates, outcomes, and performance 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": "2026-05-02 20:08:12.591+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "33d9dfe2-2702-4455-a8f0-dabe5d72a0e9",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.015,
            "w": 0.392,
            "x": 0.304,
            "y": 0.313
          },
          "kind": "title",
          "text": "Table 2: Case details for all cases of suing target firms from January 1st, 2018 to August 1st, 2025",
          "attrs": null,
          "canon": {
            "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": "2026-05-02 20:08:12.591+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "2eb24ed1-72ee-461b-acaf-16d2682a890a",
          "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": "d22102c7-1eb7-4a94-a538-abdb64ad5584",
          "evidence": "Table showing target firms, short-sellers, case dates, outcomes, and performance percentages.",
          "pageRefs": null,
          "priority": null,
          "whenToUse": null,
          "confidence": 0.9,
          "extraction": {
            "at": "2026-07-17 03:55:53.63+00",
            "model": "or:meta-llama/llama-4-scout",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "pageNumber": 6,
          "whyItWorks": null,
          "antipattern": null,
          "cardinality": "common",
          "narrativePurpose": null
        }
      ],
      "frameworks": [],
      "arcBeats": [
        {
          "to": 6,
          "arc": {
            "name": "The Sparkline",
            "slug": "sparkline",
            "status": "active",
            "bestFor": "Keynotes, TED-style talks",
            "canonId": "019dd956-606e-720c-905a-42607ac0bf50",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "What Is -> What Could Be -> What Is -> What Could Be -> New Bliss",
            "description": null,
            "familyLabel": null
          },
          "from": 6,
          "name": "Development",
          "beatId": "a3f18cfc-eb93-4ce4-863e-43bb7f8c7195",
          "matchId": "7228c689-80c1-4e1b-ad7e-c5ee1d09b94e",
          "beatType": {
            "name": "Development",
            "slug": "development",
            "status": "active",
            "canonId": "019dd9b8-0332-7008-b3aa-11b0840a57b1",
            "version": 1,
            "description": "The middle stretch in arcs that have one. Often where length problems creep in."
          },
          "evidence": "Page 6 presents detailed case information, further developing the analysis.",
          "position": 2,
          "isPrimaryArc": true,
          "parentBeatType": null,
          "alignedBlockIds": null,
          "matchConfidence": 0.7
        }
      ],
      "loops": [],
      "locked": true
    },
    {
      "page": 7,
      "type": "resolution",
      "title": "This is a text-heavy research note slide summarizing findings.",
      "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": "sparse",
        "densityScore": 14,
        "componentCount": 3,
        "textChars": 563,
        "nDataPoints": 0,
        "notes": "This is a text-heavy research note slide summarizing findings.",
        "elementsJson": [
          "paragraph"
        ],
        "confidence": 1,
        "extraction": {
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "at": "2026-05-02 20:08:12.411+00",
          "seconds": 2.309,
          "promptVersion": "v2-canon-conditioned"
        }
      },
      "links": {
        "slide": "/slides/019dd923-622c-750b-8b9a-f423225dd04a/7",
        "deck": "/decks/019dd923-622c-750b-8b9a-f423225dd04a",
        "deckAnchor": "/decks/019dd923-622c-750b-8b9a-f423225dd04a#slide-7",
        "deckJson": "/decks/019dd923-622c-750b-8b9a-f423225dd04a.json"
      },
      "components": [
        {
          "bbox": null,
          "kind": "callout",
          "text": "Brendel and Ryans hypothesis that defamation lawsuits against short sellers are predominantly a “bluffing strategy” is strongly supported by our empirical findings.",
          "attrs": null,
          "canon": {
            "kind": {
              "name": "Callout",
              "slug": "callout",
              "status": "active",
              "canonId": "019de52c-f8d3-761a-8953-7d37080de5e2",
              "version": 1,
              "description": "Highlighted callout box."
            },
            "tool": {
              "name": "Visual emphasis",
              "slug": "visual-emphasis",
              "status": "active",
              "bestFor": null,
              "canonId": "019dd9e1-474b-736b-a8eb-a794dd88241c",
              "version": 1,
              "bodyDocId": null,
              "description": "Drawing the eye to one element above the rest of the slide.",
              "familyLabel": null
            },
            "subkind": null,
            "framework": null
          },
          "subkind": null,
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-04-23 02:30:39+00",
            "model": "unknown-legacy",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "019dd953-70f4-766c-b4d5-da59a2e4b7fb",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.075,
            "w": 0.764,
            "x": 0.118,
            "y": 0.148
          },
          "kind": "paragraph",
          "text": "Brendel and Ryans hypothesis that defamation lawsuits against short sellers are predominantly a “bluffing strategy” is strongly supported by our empirical findings. Furthermore, our results provide important insights for investors by demonstrating that, from a statistical perspective, a defamation lawsuit constitutes a notably negative signal for the long-term share price perfomance.",
          "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": {
              "name": "Paragraph",
              "slug": "paragraph",
              "status": "active",
              "canonId": "019de52c-fb80-75af-aa5c-a7a4bfac2433",
              "version": 1,
              "description": null
            },
            "framework": null
          },
          "subkind": "paragraph",
          "groupRole": null,
          "confidence": null,
          "extraction": {
            "at": "2026-05-02 20:08:12.411+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "2b974da7-4043-499f-ac53-4a6fbf7792b0",
          "parentComponentId": null
        },
        {
          "bbox": {
            "h": 0.022,
            "w": 0.135,
            "x": 0.118,
            "y": 0.124
          },
          "kind": "title",
          "text": "3. Discussion",
          "attrs": null,
          "canon": {
            "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": "2026-05-02 20:08:12.411+00",
            "model": "google/gemini-3.1-flash-lite-preview-20260303",
            "runId": null,
            "seconds": null,
            "promptVersion": null
          },
          "componentId": "eec8e16e-5abc-4207-b3e7-a7ecd0980b15",
          "parentComponentId": null
        }
      ],
      "metrics": [],
      "tools": [],
      "frameworks": [],
      "arcBeats": [
        {
          "to": 7,
          "arc": {
            "name": "The Sparkline",
            "slug": "sparkline",
            "status": "active",
            "bestFor": "Keynotes, TED-style talks",
            "canonId": "019dd956-606e-720c-905a-42607ac0bf50",
            "version": 1,
            "bodyDocId": "019df22a-2356-73eb-8061-d8c81dc0aa49",
            "structure": "What Is -> What Could Be -> What Is -> What Could Be -> New Bliss",
            "description": null,
            "familyLabel": null
          },
          "from": 7,
          "name": "Resolution",
          "beatId": "3aadfb0e-a376-42c7-8c93-dbbbfb8da6d3",
          "matchId": "7228c689-80c1-4e1b-ad7e-c5ee1d09b94e",
          "beatType": {
            "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."
          },
          "evidence": "Page 7 offers key takeaways and discussion, concluding the document.",
          "position": 3,
          "isPrimaryArc": true,
          "parentBeatType": null,
          "alignedBlockIds": null,
          "matchConfidence": 0.7
        }
      ],
      "loops": [],
      "locked": true
    }
  ],
  "arcBeats": [
    {
      "from": 1,
      "to": 1,
      "label": "Setup",
      "description": "The executive summary on page 1 sets the stage for the rest of the document."
    },
    {
      "from": 3,
      "to": 5,
      "label": "Evidence",
      "description": "Pages 3-5 provide supporting data and academic studies."
    },
    {
      "from": 6,
      "to": 6,
      "label": "Development",
      "description": "Page 6 presents detailed case information, further developing the analysis."
    },
    {
      "from": 7,
      "to": 7,
      "label": "Resolution",
      "description": "Page 7 offers key takeaways and discussion, concluding the document."
    }
  ],
  "loops": [
    {
      "from": 3,
      "to": 5,
      "label": "Benchmark Gap",
      "description": "To understand the performance of sued firms' stock"
    }
  ]
}