{
 "@context": "https://schema.org",
 "@type": "Claim",
 "@id": "https://wulfkaal.github.io/positions/2026-07-31-7776",
 "identifier": "kaal:position:2026-07-31-7776",
 "additionalType": "https://wulfkaal.github.io/positions/schema.json#AffirmedPositionClaim",
 "name": "Streaming Multi Agent Rag For Autonomous Vehicles Using Decentralized Knowledge Gr 0004449704",
 "text": "Multi-Agent RAG for Autonomous Vehicles Using Decentralized Knowledge Graph on Blockchain presents the following source proposition: Autonomous agricultural vehicles operate in dynamic environments where isolated learning and centralized coordination limit scalability and adaptability. This proposition is pertinent to Kaal's source-bound claim that Centralized coordination of behavior for the common good risks undermining individual effort, whereas blockchain technology's autonomous and anonymous decentralized coordination of individual action can deliver common good outcomes without suppressing individualism and its welfare enhancing effects. 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": [
  "decentralization",
  "institutional-design",
  "blockchain",
  "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: 0.3798.",
  "The source-to-claim mapping remains explicitly ambiguous and is published with that limitation."
 ],
 "currentDebate": {
  "name": "Multi-Agent RAG for Autonomous Vehicles Using Decentralized Knowledge Graph on Blockchain",
  "url": "https://doi.org/10.33411/ijist/1820"
 },
 "extends": {
  "identifier": "kaal:claim:3709041-001",
  "url": "https://wulfkaal.github.io/claims/3709041-001",
  "citation": "Kaal, Blockchain Technology for Good (2020). SSRN: https://papers.ssrn.com/sol3/papers.cfm?abstract_id=3709041",
  "paper": "Kaal, Blockchain Technology for Good",
  "authors": [
   "Wulf A. Kaal"
  ],
  "year": "2020",
  "ssrn": null,
  "source_pdf_sha256": "5216a7bca45a48e3bef11ec524936e66af737c0fd66271e9f6866dc20a4482cc"
 },
 "isBasedOn": [
  {
   "@id": "https://wulfkaal.github.io/claims/3709041-001"
  },
  {
   "@type": "CreativeWork",
   "name": "Multi-Agent RAG for Autonomous Vehicles Using Decentralized Knowledge Graph on Blockchain",
   "url": "https://doi.org/10.33411/ijist/1820"
  }
 ],
 "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.",
 "isPartOf": {
  "@id": "https://wulfkaal.github.io/positions/index.json"
 },
 "version": "1.0",
 "canonical_url": "https://wulfkaal.github.io/positions/2026-07-31-7776",
 "canonicalForm": "https://wulfkaal.github.io/positions/2026-07-31-7776.md",
 "candidateId": "kaal:response-draft:2026-07-31:a7deba3fea15e78e2206",
 "evidenceLevel": "abstract indexed",
 "reviewTier": "moderate-confidence claim review",
 "mappingConfidence": 0.3798,
 "mappingAmbiguous": true,
 "mappingMethod": "idf-weighted multi-field mapping v1",
 "mappingWhyRelevant": "Shared high-information concepts: autonomous, decentralized, blockchain, centralized, coordination. Scope: applies where common good objectives require coordinating many individuals.",
 "sourceProvenance": {
  "source": "crossref",
  "sourceRecordId": "10.33411/ijist/1820",
  "queryId": "concept:a2c487c0792c",
  "queryText": "autonomous agent accountability",
  "canonicalUrl": "https://doi.org/10.33411/ijist/1820",
  "doi": "10.33411/ijist/1820",
  "externalIds": {
   "DOI": "10.33411/ijist/1820",
   "Crossref": "10.33411/ijist/1820"
  },
  "retrievedAt": "2026-07-31T21:32:49.010Z",
  "providerPage": 23,
  "rawObservationSha256": "148b94985ad473a5d4d5ecb0d1a615c082e96538c11a1796599c69ef70997f5a",
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  "inputLine": 10613,
  "chunkId": "crossref-00025",
  "workId": "work:doi:10.33411/ijist/1820",
  "workAuthors": [
   "Sameer Misbah",
   "Muhammad Farrukh Shahid",
   "Shahbaz Siddiqui",
   "M. Hassan Tanveer"
  ],
  "workPublishedAt": "2026-05-10",
  "identityKeys": [
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   "url:https://doi.org/10.33411/ijist/1820",
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   "proposition:d5dfbda4ea9b47c42d578656863584db98ae46a7f9e8f97767092aeb21250cfd"
  ],
  "sourceProposition": "Autonomous agricultural vehicles operate in dynamic environments where isolated learning and centralized coordination limit scalability and adaptability.",
  "sourcePropositionSha256": "d2069e64d576ed291607355d7d1bf489416546d6098b1f0477d0dbf3334fa520",
  "sourcePropositionIndex": 0,
  "claimMappings": [
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    "claimUrl": "https://wulfkaal.github.io/claims/3709041-001",
    "rank": 1,
    "confidence": 0.3798,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: autonomous, decentralized, blockchain, centralized, coordination. Scope: applies where common good objectives require coordinating many individuals.",
    "ambiguous": true
   },
   {
    "claimId": "kaal:claim:3125822-048",
    "claimUrl": "https://wulfkaal.github.io/claims/3125822-048",
    "rank": 2,
    "confidence": 0.3263,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: autonomous, decentralized, blockchain, centralized. Scope: blockchain hosting is justified only by anonymity and hostility of the environment.",
    "ambiguous": true
   },
   {
    "claimId": "kaal:claim:4796714-013",
    "claimUrl": "https://wulfkaal.github.io/claims/4796714-013",
    "rank": 3,
    "confidence": 0.3094,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: decentralized, blockchain, scalability. Scope: applies to blockchain networks used as governance infrastructure; necessary condition, not sufficient.",
    "ambiguous": true
   },
   {
    "claimId": "kaal:claim:3002908-005",
    "claimUrl": "https://wulfkaal.github.io/claims/3002908-005",
    "rank": 4,
    "confidence": 0.2949,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: autonomous, decentralized, blockchain. Scope: applies to public, permissionless blockchains rather than private or consortium ledgers with an identifiable operator.",
    "ambiguous": true
   },
   {
    "claimId": "kaal:claim:2922176-036",
    "claimUrl": "https://wulfkaal.github.io/claims/2922176-036",
    "rank": 5,
    "confidence": 0.2949,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: autonomous, decentralized, blockchain. Scope: the original DAO structure, running on the Ethereum public blockchain.",
    "ambiguous": true
   }
  ]
 },
 "userAffirmation": "affirm batch kaal-review:2026-07-31:streaming-etl-0010, SHA-256 702170a5716aed9e79302e88407930485844aeec8c140fe64a7bf7d5dd9603af, 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": "bbc2f3ae460068e6e705992edd52057b4177424fa9d7cf4452fb03a10dff933b"
}