{
 "@context": "https://schema.org",
 "@type": "Claim",
 "@id": "https://wulfkaal.github.io/positions/2026-07-31-6230",
 "identifier": "kaal:position:2026-07-31-6230",
 "additionalType": "https://wulfkaal.github.io/positions/schema.json#AffirmedPositionClaim",
 "name": "Streaming Decentralized System For Construction Projects Data Management Using Blo 16985C9Da9",
 "text": "DECENTRALIZED SYSTEM FOR CONSTRUCTION PROJECTS DATA MANAGEMENT USING BLOCKCHAIN AND IPFS presents the following source proposition: Such issues could gradually lead to severe delays or even complete project failure. This proposition is pertinent to Kaal's source-bound claim that The majority of private fund advisers that deploy blockchain technology, artificial intelligence, and big data in their operations or strategy charge their investors lower fees, even though not all blockchain enabled funds charge per transaction fees. 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",
  "private-funds",
  "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: 0.355.",
  "The source-to-claim mapping remains explicitly ambiguous and is published with that limitation."
 ],
 "currentDebate": {
  "name": "DECENTRALIZED SYSTEM FOR CONSTRUCTION PROJECTS DATA MANAGEMENT USING BLOCKCHAIN AND IPFS",
  "url": "https://doi.org/10.3846/jcem.2023.18646"
 },
 "extends": {
  "identifier": "kaal:claim:2959730-002",
  "url": "https://wulfkaal.github.io/claims/2959730-002",
  "citation": "Wulf A. Kaal, Blockchain Applications and Fee Structure Developments in Private Investment Funds (2017). SSRN: https://ssrn.com/abstract=2959730",
  "paper": "Wulf A. Kaal, Blockchain Applications and Fee Structure Developments in Private Investment Funds",
  "authors": [
   "Wulf A. Kaal"
  ],
  "year": "2017",
  "ssrn": "https://ssrn.com/abstract=2959730",
  "source_pdf_sha256": "ebd86972d8817b0c1c80326ae5564476983cedba3f258ff3b2610f156b93fb50"
 },
 "isBasedOn": [
  {
   "@id": "https://wulfkaal.github.io/claims/2959730-002"
  },
  {
   "@type": "CreativeWork",
   "name": "DECENTRALIZED SYSTEM FOR CONSTRUCTION PROJECTS DATA MANAGEMENT USING BLOCKCHAIN AND IPFS",
   "url": "https://doi.org/10.3846/jcem.2023.18646"
  }
 ],
 "batch_id": "kaal-review:2026-07-31:streaming-etl-0003",
 "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/2026-07-31-6230",
 "canonicalForm": "https://wulfkaal.github.io/positions/2026-07-31-6230.md",
 "candidateId": "kaal:response-draft:2026-07-31:6e72f769c1cb193d0c3e",
 "evidenceLevel": "abstract indexed",
 "reviewTier": "moderate-confidence claim review",
 "mappingConfidence": 0.355,
 "mappingAmbiguous": true,
 "mappingMethod": "idf-weighted multi-field mapping v1",
 "mappingWhyRelevant": "Shared high-information concepts: data, blockchain, even, technology, applications, big, intelligence. Scope: advisers using the technologies in operations or strategy.",
 "sourceProvenance": {
  "source": "openalex",
  "sourceRecordId": "https://openalex.org/W4328105003",
  "queryId": "concept:ee778ad15ea3",
  "queryText": "decentralized autonomous organization",
  "canonicalUrl": "https://doi.org/10.3846/jcem.2023.18646",
  "doi": "10.3846/jcem.2023.18646",
  "externalIds": {
   "OpenAlex": "https://openalex.org/W4328105003",
   "DOI": "10.3846/jcem.2023.18646"
  },
  "retrievedAt": "2026-07-31T17:52:14.779Z",
  "providerPage": 13,
  "rawObservationSha256": "8e157cbbc6b007ea809017af603ba0a94052996f509763b629e02e6e2312504a",
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  "chunkId": "openalex-00007",
  "workId": "work:doi:10.3846/jcem.2023.18646",
  "workAuthors": [
   "Kareem Adel",
   "Ahmed Elhakeem",
   "Mohamed Marzouk"
  ],
  "workPublishedAt": "2023-03-21",
  "identityKeys": [
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   "openalex:https://openalex.org/w4328105003",
   "url:https://doi.org/10.3846/jcem.2023.18646",
   "title:7896e1c4e86ee9008eb2a1c5",
   "proposition:623affc6cb0f65c50dde14a33cfb62d6580dfda7d343590566f0eff6ecfebd87"
  ],
  "sourceProposition": "Such issues could gradually lead to severe delays or even complete project failure.",
  "sourcePropositionSha256": "80f0ace465f39fdf1a03eb33cd10db014bc98b30424d7bdac825d678d290793c",
  "sourcePropositionIndex": 2,
  "claimMappings": [
   {
    "claimId": "kaal:claim:2959730-002",
    "claimUrl": "https://wulfkaal.github.io/claims/2959730-002",
    "rank": 1,
    "confidence": 0.355,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: data, blockchain, even, technology, applications, big, intelligence. Scope: advisers using the technologies in operations or strategy.",
    "ambiguous": true
   },
   {
    "claimId": "kaal:claim:3409548-037",
    "claimUrl": "https://wulfkaal.github.io/claims/3409548-037",
    "rank": 2,
    "confidence": 0.355,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: data, blockchain, even, technology, applications, big, intelligence. Scope: large fund advisers as of 2019.",
    "ambiguous": true
   },
   {
    "claimId": "kaal:claim:2959730-001",
    "claimUrl": "https://wulfkaal.github.io/claims/2959730-001",
    "rank": 3,
    "confidence": 0.3349,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: data, blockchain, technology, applications, big, intelligence. Scope: private investment fund industry; period of roughly 2007 to 2017.",
    "ambiguous": true
   },
   {
    "claimId": "kaal:claim:2998033-030",
    "claimUrl": "https://wulfkaal.github.io/claims/2998033-030",
    "rank": 4,
    "confidence": 0.3056,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: data, blockchain, technology, big, intelligence. Scope: characterized by the author as anecdotal rather than sample based evidence.",
    "ambiguous": true
   },
   {
    "claimId": "kaal:claim:2959730-016",
    "claimUrl": "https://wulfkaal.github.io/claims/2959730-016",
    "rank": 5,
    "confidence": 0.2913,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: blockchain, such, database, applications. Scope: used as the operative definition for the remainder of the article.",
    "ambiguous": true
   }
  ]
 },
 "userAffirmation": "I affirm batch kaal-review:2026-07-31:streaming-etl-0003, SHA-256 8afd77518bf3e6dff3e21ea20524a254cd29e7e4678a80362a24c26c8dc039e2, 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": "4595c6e3fe9a0cab32032f8f11cb0d2ed2bcbceba41fa887a17ae4b5a8b81190"
}