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          "bestFor": "Business cases, project proposals, strategic recommendations",
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        "name": "Evidence & Proof",
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        "evidence": "The presentation provides data and benchmarks to support its claims",
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        "parentBeatType": {
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          "slug": "evidence",
          "status": "active",
          "canonId": "019dd9b8-03f9-772a-b84a-4f07b415b77a",
          "version": 1,
          "description": "A dedicated proof beat exists in only ~4 arcs (Gambit, Sequoia, AIDA, Monroes). Other arcs embed evidence inline within development."
        },
        "alignedBlockIds": null,
        "matchConfidence": 0.8
      },
      {
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        "arc": {
          "name": "The Consultant's Gambit",
          "slug": "consultants-gambit",
          "status": "active",
          "bestFor": "Business cases, project proposals, strategic recommendations",
          "canonId": "019dd956-5e0a-73c8-b305-81c38c959e9c",
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        "evidence": "The presentation outlines the implications of its findings and potential next steps",
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          "slug": "resolution",
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          "version": 1,
          "description": "How the deck ends. Required in 19/20 arcs. The exception (Sparkline) ends with new bliss which is functionally a resolution."
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          "status": "active",
          "bestFor": "Time-pressed audiences, building consensus, when data is strong",
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          "version": 1,
          "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
          "structure": "Evidence A -> Evidence B -> Evidence C -> Pattern/Conclusion",
          "description": "Group multiple pieces of evidence that together point to a pattern or conclusion",
          "familyLabel": null,
          "categoryName": "Logical Reasoning",
          "categorySlug": "logical-reasoning"
        },
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        "evidence": "The presentation sets up a clear problem statement and supporting data",
        "position": 0,
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        "confidence": 0.7,
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          "promptVersion": "doc-narrative-v1"
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      },
      {
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        "from": 14,
        "loop": {
          "name": "05_the_reveal",
          "slug": "05-the-reveal",
          "status": "active",
          "bestFor": "Product launches, strategic pivots, unexpected findings",
          "canonId": "019dd956-67e8-77bc-a867-02c2b36370bd",
          "version": 1,
          "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
          "structure": "Setup the Question -> Build Suspense -> The Big Reveal",
          "description": "Build mystery and anticipation, then deliver a surprising or powerful conclusion",
          "familyLabel": null,
          "categoryName": "Narrative",
          "categorySlug": "narrative"
        },
        "matchId": "ca3c1c5a-c417-4267-b27a-a2fd8e9d1696",
        "evidence": "The presentation provides a clear valuation and supporting data",
        "position": 1,
        "objective": "Reveal the true earnings power of P&G",
        "confidence": 0.7,
        "extraction": {
          "at": "2026-07-16 22:02:35.874331+00",
          "model": "or:meta-llama/llama-4-scout",
          "runId": null,
          "seconds": null,
          "promptVersion": "doc-narrative-v1"
        }
      },
      {
        "to": 39,
        "from": 35,
        "loop": {
          "name": "21_before_after",
          "slug": "21-before-after",
          "status": "active",
          "bestFor": "Product demos, process improvements, ROI justification",
          "canonId": "019dd956-6e68-73fd-a295-fe90145c2da8",
          "version": 1,
          "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
          "structure": "The Old Way (Pain) -> The Moment of Change -> The New Way (Glory) -> The Measurable Delta",
          "description": "Show the dramatic contrast between the old way and the new way through side-by-side comparison",
          "familyLabel": null,
          "categoryName": "Comparison",
          "categorySlug": "comparison"
        },
        "matchId": "cb7b8253-4f91-4ebc-9323-ccf8f5c0d2db",
        "evidence": "The presentation highlights P&G's recent progress and potential for improvement",
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        "objective": "Show the before and after of P&G's progress",
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        "extraction": {
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          "model": "or:meta-llama/llama-4-scout",
          "runId": null,
          "seconds": null,
          "promptVersion": "doc-narrative-v1"
        }
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    ],
    "tools": [
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        "tool": {
          "name": "Before/after framing",
          "slug": "before-after-framing",
          "status": "active",
          "bestFor": "For turnaround / reform proposals",
          "canonId": "019dd9e1-528b-72ec-a563-e5dcb9410f67",
          "version": 1,
          "bodyDocId": "019dd9a1-80bf-72e9-980b-ccd1c0cd3488",
          "description": "You visualise two futures side by side: the trajectory the target is on\ntoday, and the trajectory under your proposed intervention. The reader\nhas to see the delta to feel the stakes.\n\nIt's the rhetorical cousin of the peer-gap — same visual grammar\n(comparison), but across **time** instead of across peers.",
          "familyLabel": null,
          "categoryName": null,
          "categorySlug": null
        },
        "agent": null,
        "layer": "document",
        "agents": null,
        "matchId": "c4cbf238-3963-4cac-be2b-2069f7ed3887",
        "evidence": null,
        "pageRefs": null,
        "priority": null,
        "whenToUse": "For turnaround / reform proposals",
        "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 **quantifies the opportunity cost** of inaction. \"Doing nothing\"\n  becomes a concrete, visible path, not an abstraction.\n- It **makes the Answer tangible**. The prescription isn't a paragraph;\n  it's a trajectory the reader can point at.\n- It **pre-empts the status-quo defence**. Management usually argues \"we\n  have a plan\". Your chart shows what their plan looks like vs. yours.\n- It **satisfies both the Architect** (math adds up) **and the Storyteller**\n  (emotional delta between two futures).",
        "antipattern": null,
        "cardinality": null,
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "CEO quote contradiction",
          "slug": "ceo-quote-contradiction",
          "status": "active",
          "bestFor": "When management credibility is the lever",
          "canonId": "019dd9e1-52e9-717f-8454-93e627563ed6",
          "version": 1,
          "bodyDocId": "019dd9a1-8296-720d-8f51-da76937f9415",
          "description": "You reproduce management's own words — verbatim, with source and date — and\nthen place them next to the outcome that contradicts them. The CEO built\nthe rope; you put it around their own neck.",
          "familyLabel": null,
          "categoryName": null,
          "categorySlug": null
        },
        "agent": null,
        "layer": "document",
        "agents": null,
        "matchId": "58e60f75-e575-4468-b18b-49e7bc216982",
        "evidence": null,
        "pageRefs": null,
        "priority": null,
        "whenToUse": "When management credibility is the lever",
        "confidence": null,
        "extraction": {
          "at": "2026-04-29 12:07:50.209813+00",
          "model": "unknown-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": null,
        "whyItWorks": "- **Maximum credibility**: no adjective you could write is as damning as the\n  target's own prior statement.\n- **No rebuttal path**: management can't argue they didn't say it.\n- **It forces accountability onto a person**, not an institution — even if\n  you aren't explicitly naming a villain elsewhere.\n- **Reporters amplify it**. A CEO-quote-contradiction slide is quotable,\n  which means it lands in WSJ/FT/Bloomberg coverage.",
        "antipattern": null,
        "cardinality": null,
        "narrativePurpose": null
      },
      {
        "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": "2a02622d-dded-47b5-89a5-93348c245075",
        "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": "Villain naming",
          "slug": "villain-naming",
          "status": "active",
          "bestFor": "When governance or specific decisions are the core thesis",
          "canonId": "019dd9e1-55a4-74db-9314-0ced4cd46cd2",
          "version": 1,
          "bodyDocId": "019dd9a1-88f1-72ad-8f4e-56ec29d7b369",
          "description": "You identify a **specific person** responsible for the target's underperformance\nor the behaviour you want changed — and name them. Not \"management\" or \"the\nboard\". A named executive or director with a specific failure attributable to\nthem.",
          "familyLabel": null,
          "categoryName": null,
          "categorySlug": null
        },
        "agent": null,
        "layer": "document",
        "agents": null,
        "matchId": "0afbf4ba-cf5d-4c30-a856-e307d3032207",
        "evidence": "Bob McDonald (CEO)",
        "pageRefs": null,
        "priority": null,
        "whenToUse": "When governance or specific decisions are the core thesis",
        "confidence": null,
        "extraction": {
          "at": "2026-04-29 12:07:50.209813+00",
          "model": "unknown-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": null,
        "whyItWorks": "- **Accountability needs a face.** Voters (shareholders, regulators,\n  journalists) act faster against people than institutions.\n- **Credibility rises with specificity.** \"The CFO has repeatedly missed\n  guidance\" > \"Management has missed guidance\".\n- It **pre-empts evasion**. An individual can be removed; an abstraction\n  cannot.\n- It **forces the target to respond personally** — and their defensive\n  response usually generates more attention for your thesis.",
        "antipattern": null,
        "cardinality": null,
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "Waterfall chart",
          "slug": "waterfall-chart",
          "status": "active",
          "bestFor": null,
          "canonId": "e2799da3-725f-44a9-a093-570f1f388e64",
          "version": 1,
          "bodyDocId": null,
          "description": null,
          "familyLabel": null,
          "categoryName": null,
          "categorySlug": null
        },
        "agent": null,
        "layer": "slide",
        "agents": null,
        "matchId": "5f4e7781-415d-4d6d-b1c7-183ac8301303",
        "evidence": "table/data: Gross Margin: 49.6% -> 51.5%; Advertising: (16.5)% -> (16.5)%; Core SG&A: (14.4)% -> (11.0)%; EBIT Margin: 18.8% -> 24.0%",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 0.7,
        "extraction": {
          "at": "2026-07-16 23:14:17.579001+00",
          "model": "or:meta-llama/llama-4-scout",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 20,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": null,
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "Waterfall chart",
          "slug": "waterfall-chart",
          "status": "active",
          "bestFor": null,
          "canonId": "e2799da3-725f-44a9-a093-570f1f388e64",
          "version": 1,
          "bodyDocId": null,
          "description": null,
          "familyLabel": null,
          "categoryName": null,
          "categorySlug": null
        },
        "agent": null,
        "layer": "slide",
        "agents": null,
        "matchId": "656b0851-7357-4d66-a5d9-afde96fe69f3",
        "evidence": "table/valuation: FY 2011 Gross Margin (Start of Restructuring) 50.9% Plus: 3.5% Annual COGS Productivity ~750bps Less: Reinvestment, Inflation, Negative Mix Shift ~(690)bps FY 2016E Gross Margin 51.5%",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 0.7,
        "extraction": {
          "at": "2026-07-16 23:14:17.715983+00",
          "model": "or:meta-llama/llama-4-scout",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 23,
        "whyItWorks": null,
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    "notes": "Ira Sohn Conference presentation titled 'A Rising Tide is a Good Gamble.' Follow-up, not initial thesis — Pershing Square's PG position became public in July 2012, and this May 2013 deck is a mid-campaign pressure update arguing the turnaround is lagging and setting a 2-3 quarter ultimatum for CEO Bob McDonald. Rhetoric leans analytical but is pointed: slide 33 lists 21 outside organizations McDonald belongs to (~50 days/year), and slides 23 & 28 weaponize former CEO A.G. Lafley's own past statements (52% gross-margin target; 24% EBIT margin post-Gillette) to argue management has walked away from stated goals. Stake disclosed only as ~29 million shares (not as a percent), so stake_disclosed_pct left null per instructions. No sum-of-parts breakup; thesis is operational/margin-expansion with implicit management change and modest multiple rerating. Visually functional PowerPoint, not Ackman's Canadian Pacific tier. Bob McDonald was in fact replaced by Lafley later in May 2013 — campaign effectively won on the accountability front.",
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        "detail": "~$4/share FY2013 vs. $6/share Pershing View by FY2016",
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    "thesisSummary": "Pershing Square owns ~29 million shares of Procter & Gamble and argues the world-class consumer franchise is vastly under-earning its intrinsic potential under CEO Bob McDonald. Despite 25 billion-dollar brands, category leadership in grooming, diapers, and hair care, and ~40% of sales from emerging markets, P&G grows organic revenue at only 3% versus 5-7% for Unilever, Colgate, and L'Oreal, and earns an 18.8% EBIT margin versus Colgate's 24%. Pershing blames bloated overhead, an unfinished Gillette integration, convoluted organizational design, and a distracted CEO sitting on 21 outside boards. Fixing cost structure and restoring 5% organic growth would lift EPS from $4 to $6 by FY 2016; at a 20x multiple plus two years of dividends, the stock is worth $125 — a 60% premium and 26% compound annual return. If McDonald cannot execute, the Board should install new leadership.",
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