{
 "@context": "https://schema.org",
 "@type": "Claim",
 "@id": "https://wulfkaal.github.io/positions/2026-07-31-5711",
 "identifier": "kaal:position:2026-07-31-5711",
 "additionalType": "https://wulfkaal.github.io/positions/schema.json#AffirmedPositionClaim",
 "name": "Legacy Decomposing Hedge Funds U S Treasury Exposures Ce7542304E",
 "text": "Decomposing Hedge Funds’ U.S. Treasury Exposures should be assessed against Kaal's source-bound position that Hedge fund assets under management grew from $118 billion at the end of 1997 to more than $2.7 trillion by the end of 2014, a compound annual growth rate of 19 percent. The external source's verified abstract presents this proposition: Between 2023 and September 2025, large hedge funds' gross U.S. The defensible response is a qualification: the source is pertinent to the Kaal position, but agreement, extension, contradiction, and scope should not be strengthened beyond the retrieved evidence.",
 "author": {
  "@type": "Person",
  "name": "Wulf A. Kaal",
  "identifier": "https://orcid.org/0009-0008-7840-1847"
 },
 "datePublished": "2026-07-31",
 "dateModified": "2026-07-31",
 "creativeWorkStatus": "Affirmed",
 "responseType": "qualification",
 "keywords": [
  "private-funds",
  "empirical-evidence",
  "historical-response",
  "scholarly-literature"
 ],
 "scope_conditions": [
  "The response remains limited to the source proposition and evidence retrieved in this reconciliation cycle.",
  "External evidence level: abstract indexed.",
  "Mapping review tier: legacy curated mapping review.",
  "Mapping confidence is intentionally unscored.",
  "The source-to-claim mapping remains explicitly ambiguous and is published with that limitation."
 ],
 "currentDebate": {
  "name": "Decomposing Hedge Funds’ U.S. Treasury Exposures",
  "url": "https://doi.org/10.17016/2380-7172.4082"
 },
 "extends": {
  "identifier": "kaal:claim:2748096-004",
  "url": "https://wulfkaal.github.io/claims/2748096-004",
  "citation": "Wulf A. Kaal, Timothy A. Krause, Hedge Funds and Systemic Risk (2016). SSRN: https://ssrn.com/abstract=2748096",
  "paper": "Wulf A. Kaal, Timothy A. Krause, Hedge Funds and Systemic Risk",
  "authors": [
   "Wulf A. Kaal"
  ],
  "year": "2016",
  "ssrn": "https://ssrn.com/abstract=2748096",
  "source_pdf_sha256": "8f30260f2c1db728b45c4f3b9b7c64358cf9d3217277bc3c63a910c32f87b508"
 },
 "isBasedOn": [
  {
   "@id": "https://wulfkaal.github.io/claims/2748096-004"
  },
  {
   "@type": "CreativeWork",
   "name": "Decomposing Hedge Funds’ U.S. Treasury Exposures",
   "url": "https://doi.org/10.17016/2380-7172.4082"
  }
 ],
 "batch_id": "kaal-review:2026-07-31:legacy-reconciliation-0001",
 "review_provenance": "https://kaal-signal-desk.wulf577462.chatgpt.site/#frozen-batch-heading",
 "publicationStatus": "public",
 "recordTypeNote": "Dated commentary position extending a scholarly corpus claim. Not a verbatim claim extracted from the paper.",
 "isPartOf": {
  "@id": "https://wulfkaal.github.io/positions/index.json"
 },
 "version": "1.0",
 "canonical_url": "https://wulfkaal.github.io/positions/2026-07-31-5711",
 "canonicalForm": "https://wulfkaal.github.io/positions/2026-07-31-5711.md",
 "candidateId": "kaal:response-draft:2026-07-31:a28620df9c1469c70f10",
 "evidenceLevel": "abstract indexed",
 "reviewTier": "legacy curated mapping review",
 "mappingConfidence": null,
 "mappingAmbiguous": true,
 "mappingMethod": "legacy corpus-wide candidate binding",
 "mappingWhyRelevant": "The source proposition is pertinent to the scope of kaal:claim:2748096-004; final semantic strength requires human review.",
 "sourceProvenance": {
  "source": "Crossref REST API",
  "endpoint": "https://api.crossref.org/works/10.17016/2380-7172.4082",
  "status": 200,
  "legacyEvidenceLevel": "metadata reviewed",
  "sourceLayer": "scholarly work",
  "provider": "Crossref",
  "providerId": "10.17016/2380-7172.4082",
  "sourceIdentityKey": "doi:10.17016/2380-7172.4082",
  "retrievedAt": "2026-07-31T17:48:21.660Z",
  "sourceMetadataSha256": "f12c1fc170acff89a25b339356db2718ec126662705d81836fd32a894c2589b3",
  "sourceContentSha256": "9377442524d25aa26c329020cf5dd85f8cae19a8cc71f23127b383dc7d5498e5",
  "sourceProposition": "Between 2023 and September 2025, large hedge funds' gross U.S."
 },
 "userAffirmation": "I affirm batch kaal-review:2026-07-31:legacy-reconciliation-0001, SHA-256 1f3dcd62332f12880cc3432ab8f2df0ba0b52bbf3db528ab15bff9b620296e35, as written and authorize publication of all 52 response claims on my canonical property, preserving their evidence levels, ambiguity labels, and the unchanged 5,033 scholarly claims.",
 "sha256": "01cc29239f9fc469403d2ccf817093a9be5fb541a3d7a71e445cd9d131777e5c"
}