{
 "@context": "https://schema.org",
 "@type": "Claim",
 "@id": "https://wulfkaal.github.io/positions/2026-07-31-6146",
 "identifier": "kaal:position:2026-07-31-6146",
 "additionalType": "https://wulfkaal.github.io/positions/schema.json#AffirmedPositionClaim",
 "name": "Streaming Blockchain Powered Defi Dc385F26Ab",
 "text": "Blockchain‐powered DeFi presents the following source proposition: Traditional models of water infrastructure investment finance have been marred by numerous obstacles that limit their efficiency, coverage and scalability. This proposition is pertinent to Kaal's source-bound claim that Private fund advisers' increasing use of blockchain technology, artificial intelligence, and big data is a distinct source of downward pressure on the traditional 2/20 fee structure that commentators have not examined. 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",
  "private-funds",
  "innovation",
  "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: 0.3733.",
  "The source-to-claim mapping remains explicitly ambiguous and is published with that limitation."
 ],
 "currentDebate": {
  "name": "Blockchain‐powered DeFi",
  "url": "https://doi.org/10.1002/9781394417803.ch8"
 },
 "extends": {
  "identifier": "kaal:claim:2959730-001",
  "url": "https://wulfkaal.github.io/claims/2959730-001",
  "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/2959730-001"
  },
  {
   "@type": "CreativeWork",
   "name": "Blockchain‐powered DeFi",
   "url": "https://doi.org/10.1002/9781394417803.ch8"
  }
 ],
 "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/2026-07-31-6146",
 "canonicalForm": "https://wulfkaal.github.io/positions/2026-07-31-6146.md",
 "candidateId": "kaal:response-draft:2026-07-31:17ce1e4117e2d9aad5c7",
 "evidenceLevel": "abstract indexed",
 "reviewTier": "moderate-confidence claim review",
 "mappingConfidence": 0.3733,
 "mappingAmbiguous": true,
 "mappingMethod": "idf-weighted multi-field mapping v1",
 "mappingWhyRelevant": "Shared high-information concepts: blockchain, traditional, investment, have, been, market, technology, applications. Scope: private investment fund industry; period of roughly 2007 to 2017.",
 "sourceProvenance": {
  "source": "openalex",
  "sourceRecordId": "https://openalex.org/W4415289924",
  "queryId": "concept:ee778ad15ea3",
  "queryText": "decentralized autonomous organization",
  "canonicalUrl": "https://doi.org/10.1002/9781394417803.ch8",
  "doi": "10.1002/9781394417803.ch8",
  "externalIds": {
   "OpenAlex": "https://openalex.org/W4415289924",
   "DOI": "10.1002/9781394417803.ch8"
  },
  "retrievedAt": "2026-07-31T17:52:12.173Z",
  "providerPage": 10,
  "rawObservationSha256": "09e3d4917a70a16184677bad2179675a4fd566ccb0bb155b7b944cf775fb52b9",
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  "chunkId": "openalex-00005",
  "workId": "work:doi:10.1002/9781394417803.ch8",
  "workAuthors": [
   "R. Shyamala",
   "D. Prabakaran",
   "C. DHAYA",
   "S. Chaarumathi",
   "Uma PERUMAL",
   "V Senthil Kumaran"
  ],
  "workPublishedAt": "2025-10-17",
  "identityKeys": [
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   "openalex:https://openalex.org/w4415289924",
   "url:https://doi.org/10.1002/9781394417803.ch8",
   "title:3b597379ffc3a2d7c27fda3c",
   "proposition:1095376833ebccc0f42f322736a28837637a8f39c78a533688bead47b10cc343"
  ],
  "sourceProposition": "Traditional models of water infrastructure investment finance have been marred by numerous obstacles that limit their efficiency, coverage and scalability.",
  "sourcePropositionSha256": "ad591a33cec639fa2031c35ab708ebd8e0fa385b361209edb16808688bd33be0",
  "sourcePropositionIndex": 2,
  "claimMappings": [
   {
    "claimId": "kaal:claim:2959730-001",
    "claimUrl": "https://wulfkaal.github.io/claims/2959730-001",
    "rank": 1,
    "confidence": 0.3733,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: blockchain, traditional, investment, have, been, market, technology, applications. Scope: private investment fund industry; period of roughly 2007 to 2017.",
    "ambiguous": true
   },
   {
    "claimId": "kaal:claim:3373393-041",
    "claimUrl": "https://wulfkaal.github.io/claims/3373393-041",
    "rank": 2,
    "confidence": 0.3386,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: blockchain, infrastructure, have, been, corporate, governance, technology. Scope: review source claim scope.",
    "ambiguous": true
   },
   {
    "claimId": "kaal:claim:3409548-037",
    "claimUrl": "https://wulfkaal.github.io/claims/3409548-037",
    "rank": 3,
    "confidence": 0.3352,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: blockchain, have, efficiency, industry, technology, applications. Scope: large fund advisers as of 2019.",
    "ambiguous": true
   },
   {
    "claimId": "kaal:claim:4067783-013",
    "claimUrl": "https://wulfkaal.github.io/claims/4067783-013",
    "rank": 4,
    "confidence": 0.3347,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: defi, finance, have, governance, liquidity, security. Scope: low participation among dispersed token holders.",
    "ambiguous": true
   },
   {
    "claimId": "kaal:claim:3949098-021",
    "claimUrl": "https://wulfkaal.github.io/claims/3949098-021",
    "rank": 5,
    "confidence": 0.3337,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: defi, traditional, finance, capital, corporate, governance. Scope: traditional underwriting firms where agent and firm incentives diverge.",
    "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": "7c79d66267680a7e7864e76b97e4f7711f5da7caa4105d9c81d2431ce5231fff"
}