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 "@type": "Claim",
 "@id": "https://wulfkaal.github.io/positions/2026-07-31-7257",
 "identifier": "kaal:position:2026-07-31-7257",
 "additionalType": "https://wulfkaal.github.io/positions/schema.json#AffirmedPositionClaim",
 "name": "Streaming Blockchain Enabled Ethical Governance Framework For Transparent Accounta 4De71D0C13",
 "text": "Blockchain-Enabled Ethical Governance Framework for Transparent, Accountable, and Trustworthy AI Systems presents the following source proposition: Traditional oversight mechanisms often lack verifiable trust in decentralized and dynamic environments. This proposition is pertinent to Kaal's source-bound claim that Because blockchain is transparent, verifiable, self-authenticating and self-enforcing, transactions can settle instantaneously at near zero cost, and it is this combination plus technology-driven democratized trust that drove the financial industry's large blockchain investments out of fear of obsolescence. 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",
  "economics",
  "decentralization",
  "reputation",
  "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: 0.4637.",
  "The source-to-claim mapping remains explicitly ambiguous and is published with that limitation."
 ],
 "currentDebate": {
  "name": "Blockchain-Enabled Ethical Governance Framework for Transparent, Accountable, and Trustworthy AI Systems",
  "url": "https://doi.org/10.4018/979-8-3373-6038-6.ch004"
 },
 "extends": {
  "identifier": "kaal:claim:3409548-024",
  "url": "https://wulfkaal.github.io/claims/3409548-024",
  "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"
 },
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  {
   "@id": "https://wulfkaal.github.io/claims/3409548-024"
  },
  {
   "@type": "CreativeWork",
   "name": "Blockchain-Enabled Ethical Governance Framework for Transparent, Accountable, and Trustworthy AI Systems",
   "url": "https://doi.org/10.4018/979-8-3373-6038-6.ch004"
  }
 ],
 "batch_id": "kaal-review:2026-07-31:streaming-etl-0008",
 "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.",
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 "canonical_url": "https://wulfkaal.github.io/positions/2026-07-31-7257",
 "canonicalForm": "https://wulfkaal.github.io/positions/2026-07-31-7257.md",
 "candidateId": "kaal:response-draft:2026-07-31:dce712df55d9169f7c33",
 "evidenceLevel": "abstract indexed",
 "reviewTier": "moderate-confidence claim review",
 "mappingConfidence": 0.4637,
 "mappingAmbiguous": true,
 "mappingMethod": "idf-weighted multi-field mapping v1",
 "mappingWhyRelevant": "Shared high-information concepts: blockchain, transparent, verifiable, trust. Scope: review source claim scope.",
 "sourceProvenance": {
  "source": "crossref",
  "sourceRecordId": "10.4018/979-8-3373-6038-6.ch004",
  "queryId": "concept:b5ce5d92d4b5",
  "queryText": "AI agent governance",
  "canonicalUrl": "https://doi.org/10.4018/979-8-3373-6038-6.ch004",
  "doi": "10.4018/979-8-3373-6038-6.ch004",
  "externalIds": {
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  "retrievedAt": "2026-07-31T20:34:01.397Z",
  "providerPage": 5,
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  "workAuthors": [
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   "Farhan Ullah",
   "Umar Raza",
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   "crossref:10.4018/979-8-3373-6038-6.ch004",
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    "rank": 1,
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    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: blockchain, transparent, verifiable, trust. Scope: review source claim scope.",
    "ambiguous": true
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    "whyRelevant": "Shared high-information concepts: blockchain, governance, framework, transparent, dynamic. Scope: blockchain based immutable record keeping.",
    "ambiguous": true
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    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: blockchain, oversight, decentralized, dynamic. Scope: review source claim scope.",
    "ambiguous": true
   },
   {
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    "claimUrl": "https://wulfkaal.github.io/claims/4900880-039",
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    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: blockchain, governance, transparent, decentralized. Scope: review source claim scope.",
    "ambiguous": true
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   {
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    "claimUrl": "https://wulfkaal.github.io/claims/5245185-003",
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    "confidence": 0.3862,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: blockchain, verifiable, trust. Scope: training data recorded on chain; systems relying on large language models.",
    "ambiguous": true
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 "userAffirmation": "I affirm batch kaal-review:2026-07-31:streaming-etl-0008, SHA-256 469be3af77a43b8a86f52c2e8253882abdefc7a0da53c392329c3cb8a11e8160, 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": "b2c6f0a61e6b74d45a7830ab437c1fbbf20634c7f9ddb0ecc666453d20be88d5"
}