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 "name": "Historical D4Cc83F4Cc0B485Ee362",
 "text": "Managing a hedge fund : a complete guide to trading, business strategies, operations, and regulations should be assessed against Kaal's source-bound claim that Regulators who obtain hedge funds' proprietary information could inadvertently pass it to third parties, and because that information is highly valuable to competitors in the same markets, such leakage could undermine trading strategies and the long-term viability of hedge funds. 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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 "dateModified": "2026-07-31",
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  "External evidence level: metadata only.",
  "Mapping review tier: mapping review before claim review.",
  "The literature-to-claim mapping remains explicitly ambiguous and should not be treated as a settled equivalence."
 ],
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  "name": "Managing a hedge fund : a complete guide to trading, business strategies, operations, and regulations",
  "url": "https://www.semanticscholar.org/paper/148464186d9db436e62332efff3905cadbc52f87"
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 "extends": {
  "identifier": "kaal:claim:1806252-009",
  "url": "https://wulfkaal.github.io/claims/1806252-009",
  "citation": "Kaal, Hedge Fund Regulation Via Basel III (2011). SSRN: https://papers.ssrn.com/sol3/papers.cfm?abstract_id=1806252",
  "paper": "Hedge Fund Regulation Via Basel III",
  "authors": [
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 "candidateId": "kaal:response-candidate:2026-07-31:4297bca47a061902",
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 "mappingAmbiguous": true,
 "mappingMethod": "idf-weighted multi-field mapping v1",
 "mappingWhyRelevant": "Shared high-information concepts: hedge, fund, trading, strategies. Scope: mandatory disclosure of trading positions and strategies to regulators.",
 "sourceProvenance": {
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  "api": "https://api.semanticscholar.org/graph/v1/paper/search/bulk",
  "query": "hedge fund regulation",
  "queryId": "concept:53f2c1ec7805",
  "page": 1,
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  "retrievedAt": "2026-07-31T13:58:44.959Z",
  "citationCount": 1,
  "venue": null,
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 "userAffirmation": "Approved as written by Wulf A. Kaal on 2026-07-31.",
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