{
 "@context": "https://schema.org",
 "@type": "Claim",
 "@id": "https://wulfkaal.github.io/positions/2026-07-31-6412",
 "identifier": "kaal:position:2026-07-31-6412",
 "additionalType": "https://wulfkaal.github.io/positions/schema.json#AffirmedPositionClaim",
 "name": "Streaming Private Equity And Innovations In Blockchain A011F8Bd18",
 "text": "Private Equity and Innovations in Blockchain presents the following source proposition: Investors will assess where blockchain innovation will profit first and most. This proposition is pertinent to Kaal's source-bound claim that Most large private equity and hedge fund advisers have not yet even considered combining blockchain with big data and artificial intelligence, leaving first mover efficiency gains to smaller competitors. The proposed response is an extension: 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"
 },
 "datePublished": "2026-07-31",
 "dateModified": "2026-07-31",
 "creativeWorkStatus": "Affirmed",
 "responseType": "extension",
 "keywords": [
  "blockchain",
  "ai-and-agents",
  "historical-response",
  "scholarly-literature",
  "openalex"
 ],
 "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: 0.4017.",
  "The source-to-claim mapping remains explicitly ambiguous and is published with that limitation."
 ],
 "currentDebate": {
  "name": "Private Equity and Innovations in Blockchain",
  "url": "https://doi.org/10.20525/ijfbs.v11i2.1485"
 },
 "extends": {
  "identifier": "kaal:claim:3409548-037",
  "url": "https://wulfkaal.github.io/claims/3409548-037",
  "citation": "Kaal, Financial Technology and Hedge Funds (2019). SSRN: https://papers.ssrn.com/sol3/papers.cfm?abstract_id=3409548",
  "paper": "Kaal, Financial Technology and Hedge Funds",
  "authors": [
   "Wulf A. Kaal"
  ],
  "year": "2019",
  "ssrn": null,
  "source_pdf_sha256": "74227ab2656b06bfe4a29c942fc2ba26df9f476917e0a9f85ec038b8c3402c40"
 },
 "isBasedOn": [
  {
   "@id": "https://wulfkaal.github.io/claims/3409548-037"
  },
  {
   "@type": "CreativeWork",
   "name": "Private Equity and Innovations in Blockchain",
   "url": "https://doi.org/10.20525/ijfbs.v11i2.1485"
  }
 ],
 "batch_id": "kaal-review:2026-07-31:streaming-etl-0004",
 "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": {
  "@id": "https://wulfkaal.github.io/positions/index.json"
 },
 "version": "1.0",
 "canonical_url": "https://wulfkaal.github.io/positions/2026-07-31-6412",
 "canonicalForm": "https://wulfkaal.github.io/positions/2026-07-31-6412.md",
 "candidateId": "kaal:response-draft:2026-07-31:784ffa87e4b6fc30efc2",
 "evidenceLevel": "abstract indexed",
 "reviewTier": "moderate-confidence claim review",
 "mappingConfidence": 0.4017,
 "mappingAmbiguous": true,
 "mappingMethod": "idf-weighted multi-field mapping v1",
 "mappingWhyRelevant": "Shared high-information concepts: private, equity, blockchain, first, most, financial, technology, applications. Scope: large fund advisers as of 2019.",
 "sourceProvenance": {
  "source": "openalex",
  "sourceRecordId": "https://openalex.org/W4293058462",
  "queryId": "concept:ee778ad15ea3",
  "queryText": "decentralized autonomous organization",
  "canonicalUrl": "https://doi.org/10.20525/ijfbs.v11i2.1485",
  "doi": "10.20525/ijfbs.v11i2.1485",
  "externalIds": {
   "OpenAlex": "https://openalex.org/W4293058462",
   "DOI": "10.20525/ijfbs.v11i2.1485"
  },
  "retrievedAt": "2026-07-31T17:52:20.200Z",
  "providerPage": 19,
  "rawObservationSha256": "ed5eb282aa4dee8a8118035f09a9cf06a1031d08b124cc285ad6f428980f0fe4",
  "inputSnapshotSha256": "bdb2cd83e925a3abd26bab9a4375d1355c1d8fbab8736869dc7845f3ba159924",
  "inputLine": 11080,
  "chunkId": "openalex-00005",
  "workId": "work:doi:10.20525/ijfbs.v11i2.1485",
  "workAuthors": [
   "Robert Wolf",
   "Dale L. Domian"
  ],
  "workPublishedAt": "2022-06-27",
  "identityKeys": [
   "doi:10.20525/ijfbs.v11i2.1485",
   "openalex:https://openalex.org/w4293058462",
   "url:https://doi.org/10.20525/ijfbs.v11i2.1485",
   "title:65c7c3bdd41425190e192393",
   "proposition:a260d3d49728ac2901e2e12d1a1bcd5ee3c269efd5f194defd7713484a10a805"
  ],
  "sourceProposition": "Investors will assess where blockchain innovation will profit first and most.",
  "sourcePropositionSha256": "0116ae8da3fa021e53905b1446aa236fec313c71defe6efb97f96c990db67e14",
  "sourcePropositionIndex": 1,
  "claimMappings": [
   {
    "claimId": "kaal:claim:3409548-037",
    "claimUrl": "https://wulfkaal.github.io/claims/3409548-037",
    "rank": 1,
    "confidence": 0.4017,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: private, equity, blockchain, first, most, financial, technology, applications. Scope: large fund advisers as of 2019.",
    "ambiguous": true
   },
   {
    "claimId": "kaal:claim:3606663-006",
    "claimUrl": "https://wulfkaal.github.io/claims/3606663-006",
    "rank": 2,
    "confidence": 0.3904,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: investors, innovation, most, law, economics, digital, venture, capital. Scope: ICOs conducted between 2018 and 2019; lockup periods of one to three years.",
    "ambiguous": true
   },
   {
    "claimId": "kaal:claim:3002908-008",
    "claimUrl": "https://wulfkaal.github.io/claims/3002908-008",
    "rank": 3,
    "confidence": 0.3782,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: private, blockchain, assess, innovation, law, technology, applications. Scope: as of the article's publication in 2017; based on searches of US federal and state case law and of Italian, French, Dutch, UK, German, and EU court databases.",
    "ambiguous": true
   },
   {
    "claimId": "kaal:claim:3002908-035",
    "claimUrl": "https://wulfkaal.github.io/claims/3002908-035",
    "rank": 4,
    "confidence": 0.3761,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: private, equity, blockchain, investors, innovation, venture, capital. Scope: n equals 105 funds classified by type.",
    "ambiguous": true
   },
   {
    "claimId": "kaal:claim:2808132-046",
    "claimUrl": "https://wulfkaal.github.io/claims/2808132-046",
    "rank": 5,
    "confidence": 0.3744,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: private, innovation, finance, economics, technology, venture, capital. Scope: long-term market valuation of venture-capital-financed innovation; companies remaining private rather than listing.",
    "ambiguous": true
   }
  ]
 },
 "userAffirmation": "I affirm batch kaal-review:2026-07-31:streaming-etl-0004, SHA-256 76656a95748a5e70056673ed7e170eaf52eb7b843129dad96311bc6e84b0ce9f, 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.",
 "sha256": "fc9c9514b10b36b518f74674b12e7b722a8cfc2dc8bc783cd0d97a22dd8f3430"
}