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 "@id": "https://wulfkaal.github.io/positions/2026-07-31-150",
 "identifier": "kaal:position:2026-07-31-150",
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 "name": "Historical C2C296C1Cd293C422932",
 "text": "Hedge fund regulation: current trends in the industry should be assessed against Kaal's source-bound claim that Quarterly rather than annual Form PF updating for large hedge fund advisers is designed for timeliness: its purpose is to give the Financial Stability Oversight Council data current enough to identify emerging trends in systemic risk. The current metadata indicates a plausible connection through hedge fund regulation, but the defensible response is a qualification until the source text confirms agreement, scope, methods, and limitations.",
 "author": {
  "@type": "Person",
  "name": "Wulf A. Kaal",
  "identifier": "https://orcid.org/0009-0008-7840-1847"
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 "datePublished": "2026-07-31",
 "dateModified": "2026-07-31",
 "creativeWorkStatus": "Affirmed",
 "responseType": "qualification",
 "keywords": [
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  "systemic-risk",
  "risk-and-incentives",
  "disclosure"
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 "scope_conditions": [
  "advisers with at least $1.5 billion RAUM attributable to hedge funds",
  "External evidence level: metadata only.",
  "Mapping review tier: high-confidence claim review.",
  "The literature-to-claim mapping remains explicitly ambiguous and should not be treated as a settled equivalence."
 ],
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  "name": "Hedge fund regulation: current trends in the industry",
  "url": "https://www.semanticscholar.org/paper/9d40588c8e78daac8aef5f8c9e3a36197f5d4a46"
 },
 "extends": {
  "identifier": "kaal:claim:2150377-011",
  "url": "https://wulfkaal.github.io/claims/2150377-011",
  "citation": "Wulf A. Kaal, Hedge Fund Manager Registration Under the Dodd-Frank Act (2012). SSRN: https://ssrn.com/abstract=2150377",
  "paper": "Hedge Fund Manager Registration Under the Dodd-Frank Act",
  "authors": [
   "Wulf A. Kaal"
  ],
  "year": "2012",
  "ssrn": "https://ssrn.com/abstract=2150377",
  "source_pdf_sha256": "0b58bb409cac7674d78515f5374096f9a349de3bbd1983c990e0edc85a635a09"
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   "@id": "https://wulfkaal.github.io/claims/2150377-011"
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   "@type": "CreativeWork",
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   "url": "https://www.semanticscholar.org/paper/9d40588c8e78daac8aef5f8c9e3a36197f5d4a46"
  }
 ],
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 "review_provenance": "https://kaal-signal-desk.wulf577462.chatgpt.site/#review",
 "publicationStatus": "public",
 "recordTypeNote": "Dated commentary position extending a scholarly corpus claim. Not a verbatim claim extracted from the paper.",
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 "canonicalForm": "https://wulfkaal.github.io/positions/2026-07-31-150.md",
 "candidateId": "kaal:response-candidate:2026-07-31:082c6750c69bc9b8",
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 "mappingAmbiguous": true,
 "mappingMethod": "idf-weighted multi-field mapping v1",
 "mappingWhyRelevant": "Shared high-information concepts: hedge, fund, current, trends. Scope: advisers with at least $1.5 billion RAUM attributable to hedge funds.",
 "sourceProvenance": {
  "source": "Semantic Scholar",
  "api": "https://api.semanticscholar.org/graph/v1/paper/search/bulk",
  "query": "hedge fund regulation",
  "queryId": "concept:53f2c1ec7805",
  "page": 1,
  "sourceRank": 92,
  "retrievedAt": "2026-07-31T13:58:44.959Z",
  "citationCount": 1,
  "venue": null,
  "publicationTypes": []
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 "userAffirmation": "Approved as written by Wulf A. Kaal on 2026-07-31.",
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