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          "bestFor": "Transformation planning, 100-day plans, resource allocation",
          "canonId": "019dd956-790d-708d-983e-ef9bbc68f741",
          "version": 1,
          "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
          "structure": "The Full List -> Quick Wins (Low effort, High impact) -> Big Bets (High effort, High impact) -> Sequenced Roadmap",
          "description": "Separate initiatives into immediate wins and longer-term strategic bets",
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          "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
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        "evidence": null,
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        "priority": null,
        "whenToUse": "For turnaround / reform proposals",
        "confidence": null,
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          "model": "unknown-legacy",
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        "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).",
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        "cardinality": null,
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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.",
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        "matchId": "58eb809c-1844-4753-8602-58d31689c903",
        "evidence": null,
        "pageRefs": null,
        "priority": null,
        "whenToUse": "When management credibility is the lever",
        "confidence": null,
        "extraction": {
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          "model": "unknown-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
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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.",
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        "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.",
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        "evidence": null,
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        "priority": null,
        "whenToUse": "When relative underperformance is the core argument",
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        "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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          "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.",
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        "agent": null,
        "layer": "document",
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        "matchId": "83837c9b-a686-40aa-aca3-3cb7ef02363a",
        "evidence": "CEO Bob Jordan and Executive Chairman Gary Kelly",
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        "confidence": null,
        "extraction": {
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          "model": "unknown-legacy",
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        "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.",
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          "version": 1,
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          "description": "A dedicated slide presenting the named villain visually",
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        "priority": null,
        "whenToUse": "In activist decks where the personality matters",
        "confidence": null,
        "extraction": {
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          "model": "unknown-legacy",
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        "whyItWorks": "Makes the antagonist concrete",
        "antipattern": null,
        "cardinality": null,
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        "tool": {
          "name": "Slide recipe: Cover",
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          "canonId": "019df269-2a08-767d-9128-e7431e6fe8a3",
          "version": 1,
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          "description": "The first ten seconds. Build it deliberately.",
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        "agent": "designer",
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        "agents": [
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        "evidence": "This is a cover slide with a title, logo, and date.",
        "pageRefs": null,
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        "confidence": 0.9,
        "extraction": {
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          "runId": null,
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        "pageNumber": 12,
        "whyItWorks": null,
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      },
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          "name": "Executive summary",
          "slug": "executive-summary",
          "status": "active",
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          "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": "fa47f015-1ee7-41e1-9850-7647456375af",
        "evidence": "This slide provides an overview of Elliott Investment Management, including its history and approach.",
        "pageRefs": null,
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        "confidence": 0.7,
        "extraction": {
          "at": "2026-07-16 22:54:02.644681+00",
          "model": "or:meta-llama/llama-4-scout",
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          "seconds": null,
          "promptVersion": null
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        "pageNumber": 15,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": "common",
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "Executive summary",
          "slug": "executive-summary",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd9e1-4b63-72d5-9734-da757d91ca61",
          "version": 1,
          "bodyDocId": null,
          "description": "A condensed view of the entire argument on a single slide / block.",
          "familyLabel": null,
          "categoryName": null,
          "categorySlug": null
        },
        "agent": null,
        "layer": "slide",
        "agents": null,
        "matchId": "3e43b036-c14a-477e-a17b-4077fea5da80",
        "evidence": "This slide provides a detailed analysis of Southwest, including research and perspectives from industry experts.",
        "pageRefs": null,
        "priority": null,
        "whenToUse": null,
        "confidence": 0.7,
        "extraction": {
          "at": "2026-07-16 22:54:02.71922+00",
          "model": "or:meta-llama/llama-4-scout",
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        "pageNumber": 16,
        "whyItWorks": null,
        "antipattern": null,
        "cardinality": "common",
        "narrativePurpose": null
      },
      {
        "tool": {
          "name": "Waterfall chart",
          "slug": "waterfall-chart",
          "status": "active",
          "bestFor": null,
          "canonId": "e2799da3-725f-44a9-a093-570f1f388e64",
          "version": 1,
          "bodyDocId": null,
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        },
        "agent": null,
        "layer": "slide",
        "agents": null,
        "matchId": "f9895362-3a4f-41e7-9733-7073d9812e3d",
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  "activistThesis": {
    "tone": "adversarial",
    "notes": "Folder is labeled 14_Icahn but the document is an Elliott Investment Management campaign against Southwest Airlines — folder misclassification. This is an SEC DFAN14A proxy solicitation bundle (filed 2024-08-13) containing: (1) Elliott's June 10, 2024 letter and 'Stronger Southwest' 50-slide presentation to the Board, (2) a July 8, 2024 follow-up letter responding to SW's poison pill and handpicked director appointment, (3) press releases. Letters signed jointly by John Pike (Partner) and Bobby Xu (Portfolio Manager). Campaign branded with its own 'Stronger Southwest' identity/logo mashing Elliott's blue with Southwest's yellow/red. Strong CEO-quote-contradiction chapter (p40 shows seven consecutive quarters of Bob Jordan calling performance 'great' while EBIT consensus collapsed -85%). Herb Kelleher 1971 founder quote used as internal-precedent rhetorical weapon. Main deck cover is PDF page 12; closing summary with before/after on p60; Next Steps staircase on p61. Presentation_date set to 2024-06-10 (date on main deck cover) even though the DFAN14A filing itself is dated August 13, 2024.",
    "kpisCited": [
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        "detail": "Down more than 50% over past three years, now below March 2020 COVID lows",
        "metric": "Share price decline (3yr)"
      },
      {
        "detail": "Approximately $1.9 billion, representing ~11% economic interest",
        "metric": "Economic stake"
      },
      {
        "detail": "2024E $2.4B vs 2018 $4.5B, -48% while DAL/UAL/AAL at or above 2018",
        "metric": "EBITDAR vs 2018"
      },
      {
        "detail": "~1,000 bps below industry leader (Deutsche Bank)",
        "metric": "EBITDAR margin gap"
      },
      {
        "detail": "8 negative guidance revisions in the last 18 months",
        "metric": "Guidance revisions"
      },
      {
        "detail": "+7-8% YoY vs original 'absolutely committed' to decline; $1.7B incremental costs",
        "metric": "Unit cost (CASMx) 2024 guide"
      },
      {
        "detail": "75% Buy in Dec 2022 collapsed to 20% Buy / 25% Sell by June 2024; 13 downgrades, 0 upgrades",
        "metric": "Analyst ratings shift"
      },
      {
        "detail": "Declined 44% since 2019 to $16B vs peer average -5%; below market value of aircraft fleet ($17B)",
        "metric": "Enterprise value"
      },
      {
        "detail": "47% load factor and $38 fare vs Hawaiian's 74% LF and $54 — 49% lower fares than Hawaiian 2018",
        "metric": "Hawaii inter-island economics"
      },
      {
        "detail": "12% of domestic capacity on routes with <70% load factor in 2023, vs 2% in 2018",
        "metric": "Uneconomic capacity"
      },
      {
        "detail": "$49 share price, 77% upside at 19% 2025E EBITDAR margin, 4.8x peer TEV/EBITDAR",
        "metric": "Target price / upside"
      },
      {
        "detail": "~$790M annual increase; retirement plan Southwest stock value $578M to c.$1,020M",
        "metric": "Employee profit-sharing uplift"
      },
      {
        "detail": "Bob Jordan 36 years at SWA, Gary Kelly 38 years; 7 of 8 top execs no external airline experience",
        "metric": "CEO tenure metrics"
      }
    ],
    "closingAsk": "Begin the process of change immediately so Southwest can update shareholders on a go-forward strategy by year-end 2024 via immediate leadership announcement, new external-airline directors, an external CEO search, and a comprehensive business review.",
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    "scqaReward": "Restoring EBITDAR margins to peer-best 19% by 2025 implies a $49 share price, 77% upside from $28, c.$3-4B of annual free cash flow, and roughly $790M of incremental annual profit-sharing for Southwest's frontline employees.",
    "thesisTypes": [
      "operational_turnaround",
      "management_change",
      "governance_board"
    ],
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      "2024 EBITDAR expected ~48% below 2018 while Delta, United and American exceed pre-COVID profits",
      "Restoring best-in-class margins with new leadership implies $49/share, 77% upside from $28"
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    "scqaSituation": "Southwest is the largest U.S. domestic carrier by passenger volume, inventor of the low-cost model, profitable for 47 consecutive years pre-COVID, with a net-cash balance sheet, $17B of unencumbered assets and #1 share in 22 of the top 50 cities.",
    "thesisSummary": "Elliott owns roughly 11% of Southwest Airlines ($1.9 billion) and argues the inventor of the low-cost carrier model has been overtaken by peers under Executive Chairman Gary Kelly and CEO Bob Jordan, who together have spent 74 years at the company. Southwest shares are down more than 50% in three years, 2024 EBITDAR is expected to be nearly 50% below 2018 levels, management has revised guidance down eight times in 18 months, and leadership has ruled out industry-standard revenue levers such as assigned seats, premium products, basic economy and checked bag fees. The deck calls for immediate leadership change, board reconstitution with external airline expertise, and a Board-led comprehensive business review. Restoring best-in-class 19% EBITDAR margins by 2025 implies $49 per share, 77% upside, plus roughly $790 million of additional annual employee profit-sharing.",
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