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          "bestFor": "Urgent budget requests, compliance, risk mitigation",
          "canonId": "019dd956-70d1-7395-a15b-857ba858b394",
          "version": 1,
          "bodyDocId": "019df22a-2420-77be-bc41-ded96d08cb21",
          "structure": "The Status Quo -> The Hidden Costs Accumulating -> The Future State of Inaction -> The Tipping Point",
          "description": "Quantify what happens if the audience does nothing",
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        "evidence": "The report implies that not acting on the alleged fraud could have serious consequences",
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          "bestFor": "When management credibility is the lever",
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          "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,
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          "categorySlug": null
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          "model": "unknown-legacy",
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          "status": "active",
          "bestFor": "When relative underperformance is the core argument",
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          "version": 1,
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          "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,
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          "model": "unknown-legacy",
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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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          "version": 1,
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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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          "categoryName": null,
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        "evidence": "Louis Hsieh (CFO) and Michael Yu (Chairman); Deloitte implicated as negligent auditor",
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        "priority": null,
        "whenToUse": "When governance or specific decisions are the core thesis",
        "confidence": null,
        "extraction": {
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          "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.",
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          "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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        "evidence": null,
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        "whenToUse": "In activist decks where the personality matters",
        "confidence": null,
        "extraction": {
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          "model": "unknown-legacy",
          "runId": null,
          "seconds": null,
          "promptVersion": null
        },
        "pageNumber": null,
        "whyItWorks": "Makes the antagonist concrete",
        "antipattern": null,
        "cardinality": null,
        "narrativePurpose": null
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      {
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          "name": "Aha! Moment",
          "slug": "aha-moment",
          "status": "active",
          "bestFor": null,
          "canonId": "019dd956-a5b5-7763-820e-b299c5f27a32",
          "version": 1,
          "bodyDocId": null,
          "description": "The moment when the audience realizes the value - design for insight revelation",
          "familyLabel": null,
          "categoryName": "Loop",
          "categorySlug": "loop"
        },
        "agent": "Storyteller",
        "layer": "slide",
        "agents": [
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        "evidence": "This report shows Hsieh’s statements are patently false – EDU has numerous franchisees.",
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          "bestFor": null,
          "canonId": "019dd9e1-4bbb-702a-9ead-82daf188bb7c",
          "version": 1,
          "bodyDocId": null,
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        "evidence": "The 'callout' text 'In this case, we don't hate the player, we just hate the game' implies a call to action or a commentary on the situation.",
        "pageRefs": null,
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        "confidence": 0.7,
        "extraction": {
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        "cardinality": "common",
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          "name": "Table data",
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          "canonId": "019dd9e1-4fab-7168-a82f-b847350a006d",
          "version": 1,
          "bodyDocId": null,
          "description": "Tabular layouts of structured data.",
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        "layer": "slide",
        "agents": null,
        "matchId": "00d7c9e5-5e2c-4e4e-992b-f163c0924d33",
        "evidence": "The slide includes a table with data on Nathan Financing Cash Flows.",
        "pageRefs": null,
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        "whenToUse": null,
        "confidence": 0.7,
        "extraction": {
          "at": "2026-07-16 22:57:13.991455+00",
          "model": "or:meta-llama/llama-4-scout",
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        "pageNumber": 25,
        "whyItWorks": null,
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        "cardinality": "common",
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      {
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          "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.",
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        },
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        "layer": "slide",
        "agents": null,
        "matchId": "2066e277-957f-42e4-94de-dace2ca80f6a",
        "evidence": "The slide includes a table with data on gross margins.",
        "pageRefs": null,
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        "confidence": 0.7,
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    "tone": "adversarial",
    "notes": "Classic Muddy Waters short: 'Magna Cum Fraude' title, a long-form Word-style memo (not a slide deck) with embedded screenshots, a translated franchise-application flowchart, a peer customer-service bar chart and gross/operating margin tables. Rhetorical centerpiece is a verbatim Q&A transcript of CFO Louis Hsieh denying any franchisees, juxtaposed with a subtitled recorded call of an EDU employee pitching a franchise (RMB 600k–1MM per city). Also notable: an analytics screenshot of an apparent DoS attack on MW's server and Gmail 'state-sponsored attacker' warnings framed as evidence of CPC hostility. No explicit price target — MW declines to value. Stake not disclosed (short position generically disclaimed). Cover states 'Director of Research: Carson C. Block, Esq.'; Block is credited as author. SEC investigation of EDU was announced July 17, 2012, one day before this report.",
    "kpisCited": [
      {
        "detail": "392% since Sept 2006, a 37.0% FY2006-FY2011 CAGR",
        "metric": "Revenue growth since IPO"
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        "detail": "338% growth, 29.1% CAGR FY2006-FY2011",
        "metric": "Store count growth since IPO"
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        "detail": "60.1% — but MW says Tier 1 caps at ~30%, Tier 2-3 at ~20%",
        "metric": "Reported gross margin FY2011"
      },
      {
        "detail": "$207.7MM, ~35% of consolidated revenue; claims 0% EIT exemption",
        "metric": "Beijing operation revenue CY2011"
      },
      {
        "detail": "31.9% lower despite 195% more stores; lowest in peer group",
        "metric": "FY2011 audit fee vs FY2007"
      },
      {
        "detail": "RMB 600,000–1,000,000 trademark fee over 3 years + RMB 80,000/year technical fee + RMB 100,000 security deposit",
        "metric": "Franchise fees per city"
      },
      {
        "detail": "~$104MM reported — questioned because franchisees fund their own capex",
        "metric": "Capex since IPO"
      },
      {
        "detail": "56.8% — inflated via upfront franchise fees",
        "metric": "Net cash balance CAGR"
      },
      {
        "detail": "67 per NYT; another 126 delisted or gone dark",
        "metric": "U.S.-listed China auditor resignations"
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    "closingAsk": "Sell EDU and brace for a material restatement of historical results and the resignation of Deloitte as auditor.",
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    "scqaReward": "Muddy Waters declines to set a price target — 'we cannot reliably value EDU without more information' — but investors avoid losses from the probable restatement, auditor resignation and further SEC scrutiny now that the SEC has opened an investigation.",
    "thesisTypes": [
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    "top3Reasons": [
      "CFO Louis Hsieh denies franchising on tape while EDU runs an undisclosed franchise network",
      "Beijing operation (~35% of revenue) claims an impossible 0% tax exemption — financials are fraudulent",
      "Weak VIE leaves operating schools with Chairman Yu; by PRC law they ultimately belong to the state"
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    "scqaSituation": "New Oriental (NYSE: EDU) is a $2.3bn, Deloitte-audited Chinese for-profit education company reporting 392% revenue growth, 338% store growth and 60%+ gross margins since its 2006 IPO, with Beijing contributing ~35% of revenue.",
    "thesisSummary": "Muddy Waters rates New Oriental Education (NYSE: EDU, $14.62, $2.3bn market cap) a Strong Sell, arguing the company's reported 392% revenue growth and 338% store growth since its 2006 IPO are built on an undisclosed franchise network that CFO Louis Hsieh has repeatedly and explicitly denied — Muddy Waters produces a subtitled recording of an EDU representative describing fees of RMB 600k–1MM per city. EDU almost certainly consolidates franchisees' results and uses upfront fees to game Deloitte's cash-balance confirmations. Its Beijing operation, ~35% of revenue, claims a 0% enterprise-income-tax exemption that is legally impossible, rendering those financials fraudulent and likely contaminating EDU's SEC filings. A cosmetic equity pledge, missing proxy agreement and schools that by PRC law belong to the state leave shareholders exposed. A restatement and auditor resignation are probable.",
    "primaryDemands": [
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      "Scrutinize Deloitte's audit and expect auditor resignation",
      "Require restatement of historical financials including Beijing operation",
      "Reject EDU's VIE structure as providing insufficient shareholder protection"
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    "scqaResolution": "Sell EDU. Muddy Waters argues investors should treat reported numbers as unreliable, expect a significant restatement of historical results, anticipate Deloitte's resignation and challenge the legitimacy of EDU's VIE-consolidated schools.",
    "thesisOneLiner": "New Oriental is hiding an extensive franchising operation, filing fraudulent tax-exempt financials in Beijing and using a cosmetic VIE — expect a restatement and Deloitte to resign.",
    "precedentsCited": [
      "OLP Global's November 2011 EDU fraud report",
      "Peregrine Financial Group (forged cash balances)",
      "China MediaExpress (sham dividend to validate numbers)",
      "Longtop Financial Technologies (China fraud blow-up)",
      "Baidu (BIDU) VIE package as best-practice comparison",
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      "Ambow Education (AMBO)",
      "TAL Education / Xueersi (XRS)",
      "Xueda Education (XUE)",
      "ChinaCast Education (CAST)",
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          "text": "The Ministry of Finance (\"MOF\") reiterated this policy in a 2008 reply to the Chinese People's Political Consultative Congress. The MOF stated that NRRRs receive the same tax treatment as government-funded schools in that NRRRs' income from tuition for officially recognized diploma programs would be exempt from EIT. We provide a Chinese version and English translation of the MOF reply in the Appendix. EDU's schools are therefore all subject to EIT on their tuition and course material revenue.",
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          "text": "Tax officials confirmed to us that BJ Operation pays EIT. We first inquired whether or not an investor could establish a school there that provides courses similar to those EDU provides and receive an EIT exemption. The tax bureau responded that the EIT exemption would not be available because it is only available to schools that award officially-recognized diplomas. We then brought up EDU, saying that EDU has such an exemption. The tax official stated that EDU pays taxes.",
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          "text": "因此，对于学校的税收待遇问题，无论是民办学校还是公办学校，无论是要求取得合理回报，还是不要求取得合理回报的学校，无论是内资还是外资，都适用我国统一的税收制度，享受国家统一的税收优惠政策。比如按照新企业所得税法规定，对符合条件的非营利组织取得的收入，给予免征企业所得税优惠政策，企业所得税法实施条例进一步明确了非营利组织应该具备的条件。无论是公办学校还是民办学校，只要符合相关条件的，均可享受国家统一规定的所得税优惠政策。在新的企业所得税法实施后，我们进一步规范了税收优惠政策。除《中华人民共和国企业所得税法》、《中华人民共和国企业所得税法实施条例》、《国务院关于实施企业所得税过渡优惠政策的通知》（国发[2007]40号）及《财政部国家税务总局关于企业所得税若干优惠政策的通知》（财税[2008]1号）规定的优惠政策外，2008年1月1日之前实施的其他企业所得税优惠政策一律废止。民办学校和公办学校的所得税政策都统一根据《中华人民共和国企业所得税法》和《中华人民共和国企业所得税法实施条例》执行。",
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          "text": "tax, and we included foreign-funded enterprises as part of the city and town land use tax and farmland occupation tax. Through applications of the tax reform measures mentioned above, our country has basically realized an unified tax system for all types of enterprises.",
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