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 "identifier": "kaal:position:2026-07-31-7288",
 "additionalType": "https://wulfkaal.github.io/positions/schema.json#AffirmedPositionClaim",
 "name": "Streaming The Governance Tuple An Atomic Record For Auditable Agentic Ai Decision  211Aaf2Cdb",
 "text": "The Governance Tuple: An Atomic Record for Auditable Agentic AI Decision-Making presents the following source proposition: A system that logs its decisions, maintains an audit trail, or records compliance checks has produced evidence that logging happened-not evidence that governance happened. This proposition is pertinent to Kaal's source-bound claim that Because the CHARITYxDAO records governance on distributed ledger technology, all governance votes and endowment allocation decisions are fully publicly visible, auditable by the public at will, and immutable once on chain. The proposed response is an agreement: 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",
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  "compliance",
  "disclosure",
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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: 0.3909.",
  "The source-to-claim mapping remains explicitly ambiguous and is published with that limitation."
 ],
 "currentDebate": {
  "name": "The Governance Tuple: An Atomic Record for Auditable Agentic AI Decision-Making",
  "url": "https://doi.org/10.2139/ssrn.6604919"
 },
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  "identifier": "kaal:claim:3981021-015",
  "url": "https://wulfkaal.github.io/claims/3981021-015",
  "citation": "Wulf A. Kaal, How Decentralized Autonomous Organizations Optimize Charitable Giving (2021). SSRN: https://ssrn.com/abstract=3981021",
  "paper": "Wulf A. Kaal, How Decentralized Autonomous Organizations Optimize Charitable Giving",
  "authors": [
   "Wulf A. Kaal"
  ],
  "year": "2021",
  "ssrn": "https://ssrn.com/abstract=3981021",
  "source_pdf_sha256": "9d8bc78d119c780c96c89ce3e820f4ac8b037d39b3ade59feb4e40d46b048288"
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   "url": "https://doi.org/10.2139/ssrn.6604919"
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 "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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 "evidenceLevel": "abstract indexed",
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 "mappingAmbiguous": true,
 "mappingMethod": "idf-weighted multi-field mapping v1",
 "mappingWhyRelevant": "Shared high-information concepts: governance, auditable, decisions, records, compliance. Scope: CHARITYxDAO using DLT and layer 2 solutions.",
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  "queryId": "concept:b5ce5d92d4b5",
  "queryText": "AI agent governance",
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  "workId": "work:doi:10.2139/ssrn.6604919",
  "workAuthors": [
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    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: governance, auditable, decisions, records, compliance. Scope: CHARITYxDAO using DLT and layer 2 solutions.",
    "ambiguous": true
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    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: governance, audit, compliance, checks. Scope: review source claim scope.",
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    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: governance, auditable, compliance, evidence. Scope: reputation must be openly auditable.",
    "ambiguous": true
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    "confidence": 0.3288,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: governance, decision, making, compliance, not. Scope: corporations large enough to trigger employee representation on the supervisory board; employee representatives may also carry union political objectives.",
    "ambiguous": true
   },
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    "claimId": "kaal:claim:3936876-031",
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    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: maintains, audit, compliance. Scope: national banks providing cryptocurrency custody.",
    "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.",
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