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 "@id": "https://wulfkaal.github.io/positions/2026-07-31-7873",
 "identifier": "kaal:position:2026-07-31-7873",
 "additionalType": "https://wulfkaal.github.io/positions/schema.json#AffirmedPositionClaim",
 "name": "Streaming Accountability Via Financial Disclosures 6B1F777F99",
 "text": "Accountability via Financial Disclosures presents the following source proposition: Social economy sector (SES) organizations are dependent on their funders and, similar to non-profit organizations, are vulnerable to the risk of mission drift as well as to concerns about the extent to which they are accountable for their fund flows. This proposition is pertinent to Kaal's source-bound claim that Private party litigation against hedge fund managers stays minimal because well counseled managers make extensive disclosures to investors who are presumed sophisticated, unlike mutual fund advisers who face ongoing high value investor suits. The proposed response is a qualification: the relationship should remain limited to the retrieved source proposition and the mapped Kaal claim unless fuller source review supports a broader conclusion.",
 "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": [
  "law-and-legal-systems",
  "risk-and-incentives",
  "disclosure",
  "compliance",
  "historical-response",
  "scholarly-literature",
  "crossref"
 ],
 "scope_conditions": [
  "The response is limited to the retrieved source proposition and mapped Kaal claim unless fuller source review supports a broader conclusion.",
  "External evidence level: abstract indexed.",
  "Mapping review tier: moderate-confidence claim review.",
  "Primary mapping confidence: 0.3673.",
  "The source-to-claim mapping remains explicitly ambiguous and is published with that limitation."
 ],
 "currentDebate": {
  "name": "Accountability via Financial Disclosures",
  "url": "https://doi.org/10.4018/978-1-5225-8482-7.ch002"
 },
 "extends": {
  "identifier": "kaal:claim:2715083-011",
  "url": "https://wulfkaal.github.io/claims/2715083-011",
  "citation": "Kaal, Confluence of Mutual and Private Funds (2016). SSRN: https://papers.ssrn.com/sol3/papers.cfm?abstract_id=2715083",
  "paper": "Kaal, Confluence of Mutual and Private Funds",
  "authors": [
   "Wulf A. Kaal"
  ],
  "year": "2016",
  "ssrn": null,
  "source_pdf_sha256": "b5c92186260d4a8499a14f81ee24ace093b24e7740af3effcd1c526fa4fa221e"
 },
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   "@id": "https://wulfkaal.github.io/claims/2715083-011"
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  {
   "@type": "CreativeWork",
   "name": "Accountability via Financial Disclosures",
   "url": "https://doi.org/10.4018/978-1-5225-8482-7.ch002"
  }
 ],
 "batch_id": "kaal-review:2026-07-31:streaming-etl-0010",
 "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/2026-07-31-7873",
 "canonicalForm": "https://wulfkaal.github.io/positions/2026-07-31-7873.md",
 "candidateId": "kaal:response-draft:2026-07-31:6d8d9a84283fb5c5a932",
 "evidenceLevel": "abstract indexed",
 "reviewTier": "moderate-confidence claim review",
 "mappingConfidence": 0.3673,
 "mappingAmbiguous": true,
 "mappingMethod": "idf-weighted multi-field mapping v1",
 "mappingWhyRelevant": "Shared high-information concepts: disclosures, risk, well, extent, fund. Scope: U.S. hedge funds and offshore vehicles chartered in the Caymans or BVI; assumes industry standard disclosure practice.",
 "sourceProvenance": {
  "source": "crossref",
  "sourceRecordId": "10.4018/978-1-5225-8482-7.ch002",
  "queryId": "concept:a2c487c0792c",
  "queryText": "autonomous agent accountability",
  "canonicalUrl": "https://doi.org/10.4018/978-1-5225-8482-7.ch002",
  "doi": "10.4018/978-1-5225-8482-7.ch002",
  "externalIds": {
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   "Crossref": "10.4018/978-1-5225-8482-7.ch002"
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  "providerPage": 45,
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  "chunkId": "crossref-00047",
  "workId": "work:doi:10.4018/978-1-5225-8482-7.ch002",
  "workAuthors": [
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  "workPublishedAt": "2019-01-01",
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   "crossref:10.4018/978-1-5225-8482-7.ch002",
   "url:https://doi.org/10.4018/978-1-5225-8482-7.ch002",
   "title:289052e5cedf77badbbe7717",
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  "sourceProposition": "Social economy sector (SES) organizations are dependent on their funders and, similar to non-profit organizations, are vulnerable to the risk of mission drift as well as to concerns about the extent to which they are accountable for their fund flows.",
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    "claimId": "kaal:claim:2715083-011",
    "claimUrl": "https://wulfkaal.github.io/claims/2715083-011",
    "rank": 1,
    "confidence": 0.3673,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: disclosures, risk, well, extent, fund. Scope: U.S. hedge funds and offshore vehicles chartered in the Caymans or BVI; assumes industry standard disclosure practice.",
    "ambiguous": true
   },
   {
    "claimId": "kaal:claim:1558614-030",
    "claimUrl": "https://wulfkaal.github.io/claims/1558614-030",
    "rank": 2,
    "confidence": 0.3373,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: financial, vulnerable, risk, extent. Scope: assumes U.S. financial innovation runs ahead of German financial innovation.",
    "ambiguous": true
   },
   {
    "claimId": "kaal:claim:2348463-031",
    "claimUrl": "https://wulfkaal.github.io/claims/2348463-031",
    "rank": 3,
    "confidence": 0.3162,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: disclosures, risk, concerns, fund. Scope: judge-only access, with no disclosure to debtors or other creditors.",
    "ambiguous": true
   },
   {
    "claimId": "kaal:claim:1806252-035",
    "claimUrl": "https://wulfkaal.github.io/claims/1806252-035",
    "rank": 4,
    "confidence": 0.3133,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: via, social, risk, fund. Scope: extent of hedge fund involvement in the 2008 to 2009 credit crisis remains unclear.",
    "ambiguous": true
   },
   {
    "claimId": "kaal:claim:2348463-017",
    "claimUrl": "https://wulfkaal.github.io/claims/2348463-017",
    "rank": 5,
    "confidence": 0.3066,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: financial, disclosures, risk, fund. Scope: advisers with at least $1.5 billion regulatory assets under management attributable to hedge funds.",
    "ambiguous": true
   }
  ]
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 "userAffirmation": "affirm batch kaal-review:2026-07-31:streaming-etl-0010, SHA-256 702170a5716aed9e79302e88407930485844aeec8c140fe64a7bf7d5dd9603af, as written and authorize publication of all 250 response claims on my canonical property, preserving their evidence levels, ambiguity labels, provenance, and the unchanged 5,033 scholarly claims.",
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