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          "bestFor": "Urgent budget requests, compliance, risk mitigation",
          "canonId": "019dd956-70d1-7395-a15b-857ba858b394",
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          "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
          "structure": "The Status Quo -> The Hidden Costs Accumulating -> The Future State of Inaction -> The Tipping Point",
          "description": "Quantify what happens if the audience does nothing",
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          "categoryName": "Urgency",
          "categorySlug": "urgency"
        },
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        "evidence": "The document questions BP's intentions and implies that inaction or inadequate action may have negative consequences",
        "position": 1,
        "objective": "To highlight the consequences of inaction or inadequate action",
        "confidence": 0.6,
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      {
        "tool": {
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          "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
        },
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        "priority": null,
        "whenToUse": "When management credibility is the lever",
        "confidence": null,
        "extraction": {
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          "model": "unknown-legacy",
          "runId": null,
          "seconds": null,
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        },
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        "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": {
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          "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.",
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          "categoryName": null,
          "categorySlug": null
        },
        "agent": null,
        "layer": "document",
        "agents": null,
        "matchId": "27c4f294-f833-4f9c-9f12-17c155543c4a",
        "evidence": null,
        "pageRefs": null,
        "priority": null,
        "whenToUse": "When relative underperformance is the core argument",
        "confidence": null,
        "extraction": {
          "at": "2026-04-29 12:07:49.936794+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.",
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        "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": "a3c94732-e18d-42fa-bf47-e7c9c73815aa",
        "evidence": "Helge Lund (Chairman), Murray Auchincloss (CEO), Dame Amanda Blanc (Senior Independent Director), Bernard Looney (former CEO)",
        "pageRefs": null,
        "priority": null,
        "whenToUse": "When governance or specific decisions are the core thesis",
        "confidence": null,
        "extraction": {
          "at": "2026-04-29 12:07:49.936794+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": "Villain slide",
          "slug": "villain-slide",
          "status": "active",
          "bestFor": "In activist decks where the personality matters",
          "canonId": "019dd9e1-518c-7404-976a-5be5a517b659",
          "version": 1,
          "bodyDocId": null,
          "description": "A dedicated slide presenting the named villain visually",
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          "categorySlug": null
        },
        "agent": null,
        "layer": "document",
        "agents": null,
        "matchId": "0c39598d-9880-40d3-ba53-39942390e070",
        "evidence": null,
        "pageRefs": null,
        "priority": null,
        "whenToUse": "In activist decks where the personality matters",
        "confidence": null,
        "extraction": {
          "at": "2026-04-29 12:07:49.936794+00",
          "model": "unknown-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": null,
        "whyItWorks": "Makes the antagonist concrete",
        "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,
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        },
        "agent": null,
        "layer": "slide",
        "agents": null,
        "matchId": "36db8004-d67a-4901-8363-12e753abdd3d",
        "evidence": "The slide presents a clear and concise summary of the main point or argument.",
        "pageRefs": null,
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        "whenToUse": null,
        "confidence": 0.9,
        "extraction": {
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          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
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        "whyItWorks": null,
        "antipattern": null,
        "cardinality": "common",
        "narrativePurpose": null
      }
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        "evidence": "Explicitly names and critiques specific board members and CEOs as the cause of underperformance.",
        "framework": null,
        "confidence": 0.9,
        "extraction": {
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        "frameworkName": "antagonist-introduction"
      },
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        "evidence": "The text frames the BP Board as acting against shareholder interests and compares their actions to the 'Dieselgate' scandal.",
        "framework": null,
        "confidence": 0.9,
        "extraction": {
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          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
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        "frameworkName": "antagonist-introduction"
      },
      {
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        "evidence": "Contrasting BP's refusal to answer questions by distancing themselves from Lightsource bp with their own previous corporate communications.",
        "framework": null,
        "confidence": 0.9,
        "extraction": {
          "at": "2026-05-02 20:57:01.718+00",
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": 5,
        "frameworkName": "ceo-quote-contradiction"
      },
      {
        "matchId": "4893c246-12a1-42e7-921d-9d3e09e1cfec",
        "evidence": "Uses a quote from a BP executive to frame the argument.",
        "framework": null,
        "confidence": 0.8,
        "extraction": {
          "at": "2026-05-02 20:57:05.108+00",
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
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          "promptVersion": null
        },
        "pageNumber": 6,
        "frameworkName": "authority-citation"
      },
      {
        "matchId": "6db74011-8e10-41c1-ad04-2a8c89669dd8",
        "evidence": "The slide explicitly documents discrepancies in capacity reporting to regulatory bodies to argue for a reversal of planning approval.",
        "framework": null,
        "confidence": 0.9,
        "extraction": {
          "at": "2026-05-02 20:57:06.707+00",
          "model": "google/gemini-3.1-flash-lite-preview-20260303",
          "runId": null,
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          "promptVersion": null
        },
        "pageNumber": 8,
        "frameworkName": "fraud-exposure"
      },
      {
        "matchId": "a33771ab-941f-4800-a1ee-3ada1db6a217",
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    "notes": "Formal letter addressed to BP's Board with cc to eight UK officials (Ed Miliband MP, Jonathan Reynolds MP, FRC CEO, Durham MPs and Council leaders) — the CC list itself is part of the rhetorical apparatus, publicising the escalation. Signed jointly by partners Giuseppe Bivona and Marco Taricco (CIOs); Bluebell discloses they have 'significantly reduced' their BP position, an unusual admission mid-campaign that signals exit rather than continued engagement. Main evidentiary thrust is the R (Galloway) v. Durham County Council High Court judgement of 21 February 2024, which Bluebell weaves into a governance/fraud allegation invoking Dieselgate as the sole precedent. Twenty appendices supply documentary backing. Two peer-gap TSR bar charts on page 2 are the only graphics. No valuation, no sum-of-parts; classic text-heavy European activist letter format.",
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        "detail": "BP 20% vs Shell 68%, Chevron 74%, Total Energies 87%, Exxon Mobil 128% — worst in peer group",
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      "Withdraw Burnhope and Hett planning applications and halt renewables investment until matters clarified",
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