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 "name": "Historical 3B63Caa95Fb7006E67Cf",
 "text": "The Challenge of Hedge Fund Regulation should be assessed against Kaal's source-bound claim that Unless an investor's business is primarily to invest in hard-to-value assets, that investor's sophistication cannot be assumed regardless of personal wealth. 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.",
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  "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: 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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 "currentDebate": {
  "name": "The Challenge of Hedge Fund Regulation",
  "url": "https://www.semanticscholar.org/paper/58d655e0c51bb331bb41822679c1e2860a47feb7"
 },
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  "url": "https://wulfkaal.github.io/claims/1428387-030",
  "citation": "Kaal, Hedge Fund Valuation Retailization, Regulation, and Investor Suitability (2009). SSRN: https://papers.ssrn.com/sol3/papers.cfm?abstract_id=1428387",
  "paper": "Hedge Fund Valuation Retailization, Regulation, and Investor Suitability",
  "authors": [
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  "ssrn": "",
  "source_pdf_sha256": "6aa3a280dc6750723be2389f3af2aabf3a16c4ce20e49fcdaddd7f2ea95a67aa"
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 "candidateId": "kaal:response-candidate:2026-07-31:f848face45f890f0",
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 "mappingMethod": "idf-weighted multi-field mapping v1",
 "mappingWhyRelevant": "Shared high-information concepts: hedge, fund, regulation, business. Scope: for investments in hard-to-value assets and complex financial instruments.",
 "sourceProvenance": {
  "source": "Semantic Scholar",
  "api": "https://api.semanticscholar.org/graph/v1/paper/search/bulk",
  "query": "hedge fund regulation",
  "queryId": "concept:53f2c1ec7805",
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  "retrievedAt": "2026-07-31T13:58:44.959Z",
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