{
 "@context": "https://schema.org",
 "@type": "Claim",
 "@id": "https://wulfkaal.github.io/positions/2026-07-31-6726",
 "identifier": "kaal:position:2026-07-31-6726",
 "additionalType": "https://wulfkaal.github.io/positions/schema.json#AffirmedPositionClaim",
 "name": "Streaming Enhancing Facility Management With Emerging Technologies A Study On The  5C47575E49",
 "text": "Enhancing Facility Management with Emerging Technologies: A Study on the Application of Blockchain and NFTs presents the following source proposition: These innovations have improved process efficiency and risk management. This proposition is pertinent to Kaal's source-bound claim that Most large private equity and hedge fund advisers have not yet even considered combining blockchain with big data and artificial intelligence, leaving first mover efficiency gains to smaller competitors. The proposed response is a qualification: 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": "qualification",
 "keywords": [
  "blockchain",
  "ai-and-agents",
  "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: 0.3791.",
  "The source-to-claim mapping remains explicitly ambiguous and is published with that limitation."
 ],
 "currentDebate": {
  "name": "Enhancing Facility Management with Emerging Technologies: A Study on the Application of Blockchain and NFTs",
  "url": "https://doi.org/10.3390/buildings15111911"
 },
 "extends": {
  "identifier": "kaal:claim:3409548-037",
  "url": "https://wulfkaal.github.io/claims/3409548-037",
  "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"
 },
 "isBasedOn": [
  {
   "@id": "https://wulfkaal.github.io/claims/3409548-037"
  },
  {
   "@type": "CreativeWork",
   "name": "Enhancing Facility Management with Emerging Technologies: A Study on the Application of Blockchain and NFTs",
   "url": "https://doi.org/10.3390/buildings15111911"
  }
 ],
 "batch_id": "kaal-review:2026-07-31:streaming-etl-0005",
 "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/2026-07-31-6726",
 "canonicalForm": "https://wulfkaal.github.io/positions/2026-07-31-6726.md",
 "candidateId": "kaal:response-draft:2026-07-31:ed853bfe7ef51db1cad4",
 "evidenceLevel": "abstract indexed",
 "reviewTier": "moderate-confidence claim review",
 "mappingConfidence": 0.3791,
 "mappingAmbiguous": true,
 "mappingMethod": "idf-weighted multi-field mapping v1",
 "mappingWhyRelevant": "Shared high-information concepts: blockchain, have, efficiency, technology, applications, big, data. Scope: large fund advisers as of 2019.",
 "sourceProvenance": {
  "source": "openalex",
  "sourceRecordId": "https://openalex.org/W4410967184",
  "queryId": "concept:ee778ad15ea3",
  "queryText": "decentralized autonomous organization",
  "canonicalUrl": "https://doi.org/10.3390/buildings15111911",
  "doi": "10.3390/buildings15111911",
  "externalIds": {
   "OpenAlex": "https://openalex.org/W4410967184",
   "DOI": "10.3390/buildings15111911"
  },
  "retrievedAt": "2026-07-31T17:52:29.639Z",
  "providerPage": 30,
  "rawObservationSha256": "956ed5773109119fbe114c9b87f7f0f87c26caaf01e84c2838432e06cdea7c8c",
  "inputSnapshotSha256": "bdb2cd83e925a3abd26bab9a4375d1355c1d8fbab8736869dc7845f3ba159924",
  "inputLine": 13319,
  "chunkId": "openalex-00007",
  "workId": "work:doi:10.3390/buildings15111911",
  "workAuthors": [
   "Andrea Bongini",
   "Marco Sparacino",
   "Luca Marzi",
   "Carlo Biagini"
  ],
  "workPublishedAt": "2025-06-01",
  "identityKeys": [
   "doi:10.3390/buildings15111911",
   "openalex:https://openalex.org/w4410967184",
   "url:https://doi.org/10.3390/buildings15111911",
   "title:a7e60d44a921e6a9ff9530a9",
   "proposition:a15b7b999109831b112588ea1d8e3ecc5ef9313822c8aa489e804263c5557d15"
  ],
  "sourceProposition": "These innovations have improved process efficiency and risk management.",
  "sourcePropositionSha256": "ab9a2bd0ca91448969764f1cbcc9b642a11ec43fea4604335316d1ed2123aba2",
  "sourcePropositionIndex": 1,
  "claimMappings": [
   {
    "claimId": "kaal:claim:3409548-037",
    "claimUrl": "https://wulfkaal.github.io/claims/3409548-037",
    "rank": 1,
    "confidence": 0.3791,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: blockchain, have, efficiency, technology, applications, big, data. Scope: large fund advisers as of 2019.",
    "ambiguous": true
   },
   {
    "claimId": "kaal:claim:2959730-001",
    "claimUrl": "https://wulfkaal.github.io/claims/2959730-001",
    "rank": 2,
    "confidence": 0.3466,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: blockchain, have, technology, applications, big, data. 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": 3,
    "confidence": 0.3431,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: technologies, blockchain, have, technology, big, data. Scope: characterized by the author as anecdotal rather than sample based evidence.",
    "ambiguous": true
   },
   {
    "claimId": "kaal:claim:2959730-002",
    "claimUrl": "https://wulfkaal.github.io/claims/2959730-002",
    "rank": 4,
    "confidence": 0.3293,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: blockchain, technology, applications, big, data. Scope: advisers using the technologies in operations or strategy.",
    "ambiguous": true
   },
   {
    "claimId": "kaal:claim:3808873-001",
    "claimUrl": "https://wulfkaal.github.io/claims/3808873-001",
    "rank": 5,
    "confidence": 0.323,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: improved, risk, business, technology, society. Scope: decentralized technology adoption at the level of business and society.",
    "ambiguous": true
   }
  ]
 },
 "userAffirmation": "I affirm batch kaal-review:2026-07-31:streaming-etl-0005, SHA-256 38dc4a26b86055f59a04f2f22c00881f6c50aa4c4e33c702b9de7f310a3e9995, as written and authorize publication of all 248 response claims on my canonical property, preserving their evidence levels, ambiguity labels, provenance, and the unchanged 5,033 scholarly claims.",
 "sha256": "b17f25df23cbb549abdc9fe81998d07549689492a74ece62f4ba95f3e611e7a8"
}