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 "identifier": "kaal:position:2026-07-31-7841",
 "additionalType": "https://wulfkaal.github.io/positions/schema.json#AffirmedPositionClaim",
 "name": "Streaming Blockchain In Accounting Accountability And Assurance An Overview 8637A6B2Cd",
 "text": "Blockchain in accounting, accountability and assurance: an overview presents the following source proposition: Then, the authors conducted an in vivo coding for the emerging themes found in the papers. This proposition is pertinent to Kaal's source-bound claim that Legacy systems at private investment funds and banks are more expensive, more error prone, and slower than emerging blockchain technologies, a gap illustrated by the $1.7 trillion in processing fees banks charged in 2014. 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"
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 "datePublished": "2026-07-31",
 "dateModified": "2026-07-31",
 "creativeWorkStatus": "Affirmed",
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  "economics",
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  "crossref"
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  "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: 0.4312.",
  "The source-to-claim mapping remains explicitly ambiguous and is published with that limitation."
 ],
 "currentDebate": {
  "name": "Blockchain in accounting, accountability and assurance: an overview",
  "url": "https://doi.org/10.1108/aaaj-06-2022-5850"
 },
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  "identifier": "kaal:claim:3409548-023",
  "url": "https://wulfkaal.github.io/claims/3409548-023",
  "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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   "@type": "CreativeWork",
   "name": "Blockchain in accounting, accountability and assurance: an overview",
   "url": "https://doi.org/10.1108/aaaj-06-2022-5850"
  }
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 "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.",
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 "canonical_url": "https://wulfkaal.github.io/positions/2026-07-31-7841",
 "canonicalForm": "https://wulfkaal.github.io/positions/2026-07-31-7841.md",
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 "evidenceLevel": "abstract indexed",
 "reviewTier": "moderate-confidence claim review",
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 "mappingAmbiguous": true,
 "mappingMethod": "idf-weighted multi-field mapping v1",
 "mappingWhyRelevant": "Shared high-information concepts: blockchain, emerging, papers. Scope: comparison of bank and fund legacy processing systems with blockchain.",
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  "queryId": "concept:a2c487c0792c",
  "queryText": "autonomous agent accountability",
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  "workId": "work:doi:10.1108/aaaj-06-2022-5850",
  "workAuthors": [
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   "Maurizio Massaro",
   "Luca Ferri",
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    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: blockchain, emerging, papers. Scope: comparison of bank and fund legacy processing systems with blockchain.",
    "ambiguous": true
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   {
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    "whyRelevant": "Shared high-information concepts: blockchain, conducted, emerging. Scope: review source claim scope.",
    "ambiguous": true
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    "ambiguous": true
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    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: blockchain, papers. Scope: review source claim scope.",
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    "whyRelevant": "Shared high-information concepts: blockchain, papers. Scope: as blockchain acceptance and implementation advance.",
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