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 "@type": "Claim",
 "@id": "https://wulfkaal.github.io/positions/2026-07-31-6963",
 "identifier": "kaal:position:2026-07-31-6963",
 "additionalType": "https://wulfkaal.github.io/positions/schema.json#AffirmedPositionClaim",
 "name": "Streaming Performance Analysis On Diversity Mining Based Proof Of Work In Bifolded C1C41Ee3E8",
 "text": "Performance analysis on Diversity Mining‐based Proof of Work in bifolded consortium blockchain for Internet of Things consensus presents the following source proposition: In the present‐day scenario, IoT networks are distributed, and they generate heterogeneous data to be shared, processed and analyzed. This proposition is pertinent to Kaal's source-bound claim that The data mining that produces scarcity in existing blockchains also slows creation, so high speed transactions cannot be achieved for the foreseeable future without a different consensus design. 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": [
  "consensus-and-security",
  "blockchain",
  "historical-response",
  "scholarly-literature",
  "semantic-scholar"
 ],
 "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: 0.3646.",
  "The source-to-claim mapping remains explicitly ambiguous and is published with that limitation."
 ],
 "currentDebate": {
  "name": "Performance analysis on Diversity Mining‐based Proof of Work in bifolded consortium blockchain for Internet of Things consensus",
  "url": "https://www.semanticscholar.org/paper/24e449ccdc73831acb091dff244ef10902b5457d"
 },
 "extends": {
  "identifier": "kaal:claim:3411897-024",
  "url": "https://wulfkaal.github.io/claims/3411897-024",
  "citation": "Wulf A. Kaal, Decentralization - Past, Present, and Future (2019). SSRN: https://ssrn.com/abstract=3411897",
  "paper": "Wulf A. Kaal, Decentralization - Past, Present, and Future",
  "authors": [
   "Wulf A. Kaal"
  ],
  "year": "2019",
  "ssrn": "https://ssrn.com/abstract=3411897",
  "source_pdf_sha256": "82f0aea026b3e3a526ec51bc073b3b864dc06cd9083ff9c54c550037045edaa9"
 },
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   "@id": "https://wulfkaal.github.io/claims/3411897-024"
  },
  {
   "@type": "CreativeWork",
   "name": "Performance analysis on Diversity Mining‐based Proof of Work in bifolded consortium blockchain for Internet of Things consensus",
   "url": "https://www.semanticscholar.org/paper/24e449ccdc73831acb091dff244ef10902b5457d"
  }
 ],
 "batch_id": "kaal-review:2026-07-31:streaming-etl-0006",
 "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": {
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 "version": "1.0",
 "canonical_url": "https://wulfkaal.github.io/positions/2026-07-31-6963",
 "canonicalForm": "https://wulfkaal.github.io/positions/2026-07-31-6963.md",
 "candidateId": "kaal:response-draft:2026-07-31:9f11c8033f449f759bce",
 "evidenceLevel": "abstract indexed",
 "reviewTier": "moderate-confidence claim review",
 "mappingConfidence": 0.3646,
 "mappingAmbiguous": true,
 "mappingMethod": "idf-weighted multi-field mapping v1",
 "mappingWhyRelevant": "Shared high-information concepts: mining, blockchain, consensus, present, data. Scope: proof of work style mining that manufactures scarcity.",
 "sourceProvenance": {
  "source": "semantic-scholar",
  "sourceRecordId": "24e449ccdc73831acb091dff244ef10902b5457d",
  "queryId": "concept:b78ed75f4a0b",
  "queryText": "decentralization governance",
  "canonicalUrl": "https://www.semanticscholar.org/paper/24e449ccdc73831acb091dff244ef10902b5457d",
  "doi": "10.1002/cpe.6285",
  "externalIds": {
   "DBLP": "journals/concurrency/JayabalB21",
   "MAG": "3147747576",
   "DOI": "10.1002/cpe.6285",
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   "SemanticScholar": "24e449ccdc73831acb091dff244ef10902b5457d"
  },
  "retrievedAt": "2026-07-31T13:59:06.105Z",
  "providerPage": 1,
  "rawObservationSha256": "328b0918d2fd5eb972bb01c407d52f6ca5f246a1c0c9008b9963cc781deba9b1",
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  "workId": "work:doi:10.1002/cpe.6285",
  "workAuthors": [
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   "url:https://www.semanticscholar.org/paper/24e449ccdc73831acb091dff244ef10902b5457d",
   "title:17c5ea5dc8c23af820659bdb",
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    "claimUrl": "https://wulfkaal.github.io/claims/3411897-024",
    "rank": 1,
    "confidence": 0.3646,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: mining, blockchain, consensus, present, data. Scope: proof of work style mining that manufactures scarcity.",
    "ambiguous": true
   },
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    "rank": 2,
    "confidence": 0.3624,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: mining, proof, work, blockchain, consensus. Scope: proof of work blockchains as of 2018.",
    "ambiguous": true
   },
   {
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    "rank": 3,
    "confidence": 0.3324,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: proof, work, blockchain, consensus, they. Scope: new users joining without prior knowledge of the genuine chain; PoS chains where clone creation costs only new public keys.",
    "ambiguous": true
   },
   {
    "claimId": "kaal:claim:3266953-001",
    "claimUrl": "https://wulfkaal.github.io/claims/3266953-001",
    "rank": 4,
    "confidence": 0.3199,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: blockchain, internet, distributed, data. Scope: internet based platform businesses; distributed ledger technology businesses.",
    "ambiguous": true
   },
   {
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    "claimUrl": "https://wulfkaal.github.io/claims/3125827-001",
    "rank": 5,
    "confidence": 0.3187,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: proof, blockchain, consensus, distributed. Scope: distributed systems with independent, self interested nodes; protocols that are fixed rather than continually revisable.",
    "ambiguous": true
   }
  ]
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 "userAffirmation": "I affirm batch kaal-review:2026-07-31:streaming-etl-0006, SHA-256 d724cb4e85d4ecdf4e8488b6b1c8ed999688fe58732ad5a50c5c197c25427f43, 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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}