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 "@context": "https://schema.org",
 "@type": "Claim",
 "@id": "https://wulfkaal.github.io/positions/2026-07-31-6455",
 "identifier": "kaal:position:2026-07-31-6455",
 "additionalType": "https://wulfkaal.github.io/positions/schema.json#AffirmedPositionClaim",
 "name": "Streaming Blockchain In Financial Services Current Status Adaptation Challenges An 042Dda9786",
 "text": "Blockchain in Financial Services: Current Status, Adaptation Challenges, and Future Vision presents the following source proposition: <title>Abstract</title> Blockchain is undoubtedly considered one of the most innovative technologies in financial services from the past decade. 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: 0.3611.",
  "The source-to-claim mapping remains explicitly ambiguous and is published with that limitation."
 ],
 "currentDebate": {
  "name": "Blockchain in Financial Services: Current Status, Adaptation Challenges, and Future Vision",
  "url": "https://doi.org/10.21203/rs.3.rs-1898809/v1"
 },
 "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": "Blockchain in Financial Services: Current Status, Adaptation Challenges, and Future Vision",
   "url": "https://doi.org/10.21203/rs.3.rs-1898809/v1"
  }
 ],
 "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/2026-07-31-6455",
 "canonicalForm": "https://wulfkaal.github.io/positions/2026-07-31-6455.md",
 "candidateId": "kaal:response-draft:2026-07-31:ed78ca161172f8e6c74b",
 "evidenceLevel": "abstract indexed",
 "reviewTier": "moderate-confidence claim review",
 "mappingConfidence": 0.3611,
 "mappingAmbiguous": true,
 "mappingMethod": "idf-weighted multi-field mapping v1",
 "mappingWhyRelevant": "Shared high-information concepts: blockchain, financial, abstract, considered, most, technology, applications, efficiency. Scope: large fund advisers as of 2019.",
 "sourceProvenance": {
  "source": "openalex",
  "sourceRecordId": "https://openalex.org/W4289261517",
  "queryId": "concept:ee778ad15ea3",
  "queryText": "decentralized autonomous organization",
  "canonicalUrl": "https://doi.org/10.21203/rs.3.rs-1898809/v1",
  "doi": "10.21203/rs.3.rs-1898809/v1",
  "externalIds": {
   "OpenAlex": "https://openalex.org/W4289261517",
   "DOI": "10.21203/rs.3.rs-1898809/v1"
  },
  "retrievedAt": "2026-07-31T17:52:21.992Z",
  "providerPage": 20,
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  "chunkId": "openalex-00006",
  "workId": "work:doi:10.21203/rs.3.rs-1898809/v1",
  "workAuthors": [
   "Anisha Mia",
   "Mohamed Rahouti",
   "Senthil Kumar Jagatheesaperumal",
   "Moussa Ayyash",
   "Kaiqi Xiong",
   "Fredery Fernandez",
   "Modupe Lekena"
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  "identityKeys": [
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   "url:https://doi.org/10.21203/rs.3.rs-1898809/v1",
   "title:2758df0ade05f8e43903d13c",
   "proposition:93e56b52d61345ace54ac8b8caf36163fc6161c7e1de8392fb15756885adc0b0"
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  "sourceProposition": "<title>Abstract</title> Blockchain is undoubtedly considered one of the most innovative technologies in financial services from the past decade.",
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  "sourcePropositionIndex": 0,
  "claimMappings": [
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    "claimId": "kaal:claim:3409548-037",
    "claimUrl": "https://wulfkaal.github.io/claims/3409548-037",
    "rank": 1,
    "confidence": 0.3611,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: blockchain, financial, abstract, considered, most, technology, applications, efficiency. Scope: large fund advisers as of 2019.",
    "ambiguous": true
   },
   {
    "claimId": "kaal:claim:2998033-003",
    "claimUrl": "https://wulfkaal.github.io/claims/2998033-003",
    "rank": 2,
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    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: blockchain, services, future, title, abstract, business, investment. Scope: applies to processes whose core function is ledger keeping and that rely on legal intermediaries.",
    "ambiguous": true
   },
   {
    "claimId": "kaal:claim:3409548-013",
    "claimUrl": "https://wulfkaal.github.io/claims/3409548-013",
    "rank": 3,
    "confidence": 0.3335,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: blockchain, financial, services, title, abstract, business, technology. Scope: as blockchain acceptance and implementation advance.",
    "ambiguous": true
   },
   {
    "claimId": "kaal:claim:3409548-023",
    "claimUrl": "https://wulfkaal.github.io/claims/3409548-023",
    "rank": 4,
    "confidence": 0.324,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: blockchain, financial, abstract, most, technologies, investment, technology. Scope: comparison of bank and fund legacy processing systems with blockchain.",
    "ambiguous": true
   },
   {
    "claimId": "kaal:claim:3002908-010",
    "claimUrl": "https://wulfkaal.github.io/claims/3002908-010",
    "rank": 5,
    "confidence": 0.3226,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: blockchain, abstract, considered, investment, technology, applications. Scope: ESMA position as of the debate launched in June 2016.",
    "ambiguous": true
   }
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 "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.",
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}