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 "identifier": "kaal:position:2026-07-31-2036",
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 "name": "Historical B04644D72A9B982B7Eaa",
 "text": "When transparency backfires: how AI identity disclosure fuels consumer information distortion in service recovery should be assessed against Kaal's source-bound claim that Because advisers and third party service providers can flatten out and sanitize the information disclosed in Forms ADV and PF, the resulting disclosures may be less useful to the FSOC and the SEC in determining the systemic risk posed by private funds. The current metadata indicates a plausible connection through AI agent identity, but the defensible response is a qualification until the source text confirms agreement, scope, methods, and limitations.",
 "author": {
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  "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": [
  "disclosure",
  "private-funds",
  "systemic-risk",
  "research-methods",
  "risk-and-incentives"
 ],
 "scope_conditions": [
  "Forms ADV and PF disclosures",
  "level of sanitizing could not be verified in the study",
  "External evidence level: abstract indexed.",
  "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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  "url": "https://www.semanticscholar.org/paper/435d1e4fa0b04b302942ff4702d0354b57cf8a60"
 },
 "extends": {
  "identifier": "kaal:claim:2998097-014",
  "url": "https://wulfkaal.github.io/claims/2998097-014",
  "citation": "Wulf A. Kaal, Private Investment Fund Regulation - Theory and Empirical Evidence from 1998 to 2016 (2017). SSRN: https://ssrn.com/abstract=2998097",
  "paper": "Private Investment Fund Regulation - Theory and Empirical Evidence from 1998 to 2016",
  "authors": [
   "Wulf A. Kaal"
  ],
  "year": "2017",
  "ssrn": "https://ssrn.com/abstract=2998097",
  "source_pdf_sha256": "0955054f49c7011d33c285579bb046e6b284e42755b10fd2546a728c202669d5"
 },
 "isBasedOn": [
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   "@id": "https://wulfkaal.github.io/claims/2998097-014"
  },
  {
   "@type": "CreativeWork",
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   "url": "https://www.semanticscholar.org/paper/435d1e4fa0b04b302942ff4702d0354b57cf8a60"
  }
 ],
 "batch_id": "historical-backfill:2026-07-31:phase-0009",
 "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.",
 "isPartOf": {
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 },
 "version": "1.0",
 "canonical_url": "https://wulfkaal.github.io/positions/2026-07-31-2036",
 "canonicalForm": "https://wulfkaal.github.io/positions/2026-07-31-2036.md",
 "candidateId": "kaal:response-candidate:2026-07-31:4451e6d4ebc3eaa6",
 "evidenceLevel": "abstract indexed",
 "reviewTier": "mapping review before claim review",
 "mappingConfidence": 0.2604,
 "mappingAmbiguous": true,
 "mappingMethod": "idf-weighted multi-field mapping v1",
 "mappingWhyRelevant": "Shared high-information concepts: disclosure, information, service, abstract, theory, evidence, level, research. Scope: Forms ADV and PF disclosures; level of sanitizing could not be verified in the study.",
 "sourceProvenance": {
  "source": "Semantic Scholar",
  "api": "https://api.semanticscholar.org/graph/v1/paper/search/bulk",
  "query": "AI agent identity",
  "queryId": "concept:44a084598e1c",
  "page": 1,
  "sourceRank": 2,
  "retrievedAt": "2026-07-31T13:57:59.425Z",
  "citationCount": 2,
  "venue": "Journal of Hospitality Marketing & Management",
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  ]
 },
 "userAffirmation": "Approved as written by Wulf A. Kaal on 2026-07-31.",
 "sha256": "e51f5626691143e04a6ab17321f488e722a975248805b6668d015a68726aee83"
}