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 "@context": "https://schema.org",
 "@type": "Claim",
 "@id": "https://wulfkaal.github.io/positions/2026-07-31-1159",
 "identifier": "kaal:position:2026-07-31-1159",
 "additionalType": "https://wulfkaal.github.io/positions/schema.json#AffirmedPositionClaim",
 "name": "Historical A1668159A89644B536F7",
 "text": "Model Context Protocol Mcp Enabling Scalable Ai Data Integration should be assessed against Kaal's source-bound claim that Because Semada's Anchor Protocol uses reputation scores as a non fungible currency to qualify for block propagation, the resulting proof of reputation consensus is attack resistant, fully decentralized, scalable, and open to evolutionary protocol upgrades. The current metadata indicates a plausible connection through model context protocol, but the defensible response is a qualification until the source text confirms agreement, scope, methods, and limitations.",
 "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",
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  "reputation",
  "consensus-and-security"
 ],
 "scope_conditions": [
  "reputation scores that cannot be transferred",
  "External evidence level: metadata only.",
  "Mapping review tier: mapping review before claim review.",
  "The literature-to-claim mapping remains explicitly ambiguous and should not be treated as a settled equivalence."
 ],
 "currentDebate": {
  "name": "Model Context Protocol Mcp Enabling Scalable Ai Data Integration",
  "url": "https://www.semanticscholar.org/paper/d94110f998188446acd6c0217bccf5ecc46cb12a"
 },
 "extends": {
  "identifier": "kaal:claim:3266953-021",
  "url": "https://wulfkaal.github.io/claims/3266953-021",
  "citation": "Craig Calcaterra, Wulf A. Kaal, Gopinath Sivalingam, Reputation Protocol for the Internet of Trust - Conceptual Whitepaper (2018). SSRN: https://ssrn.com/abstract=3266953",
  "paper": "Wulf A. Kaal, Gopinath Sivalingam, Reputation Protocol for the Internet of Trust - Conceptual Whitepaper",
  "authors": [
   "Wulf A. Kaal"
  ],
  "year": "2018",
  "ssrn": "https://ssrn.com/abstract=3266953",
  "source_pdf_sha256": "781758dea356e55d79c73ad7f1debe7c83de398bd1cd9e0a9a6c2802f276b4c0"
 },
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  {
   "@id": "https://wulfkaal.github.io/claims/3266953-021"
  },
  {
   "@type": "CreativeWork",
   "name": "Model Context Protocol Mcp Enabling Scalable Ai Data Integration",
   "url": "https://www.semanticscholar.org/paper/d94110f998188446acd6c0217bccf5ecc46cb12a"
  }
 ],
 "batch_id": "historical-backfill:2026-07-31:phase-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": {
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 },
 "version": "1.0",
 "canonical_url": "https://wulfkaal.github.io/positions/2026-07-31-1159",
 "canonicalForm": "https://wulfkaal.github.io/positions/2026-07-31-1159.md",
 "candidateId": "kaal:response-candidate:2026-07-31:48f89ce02fd40996",
 "evidenceLevel": "metadata only",
 "reviewTier": "mapping review before claim review",
 "mappingConfidence": 0.3472,
 "mappingAmbiguous": true,
 "mappingMethod": "idf-weighted multi-field mapping v1",
 "mappingWhyRelevant": "Shared high-information concepts: protocol, scalable. Scope: reputation scores that cannot be transferred.",
 "sourceProvenance": {
  "source": "Semantic Scholar",
  "api": "https://api.semanticscholar.org/graph/v1/paper/search/bulk",
  "query": "model context protocol",
  "queryId": "concept:9c5da690faad",
  "page": 1,
  "sourceRank": 848,
  "retrievedAt": "2026-07-31T13:58:04.059Z",
  "citationCount": 0,
  "venue": null,
  "publicationTypes": []
 },
 "userAffirmation": "Approved as written by Wulf A. Kaal on 2026-07-31.",
 "sha256": "e95648e861d493bfbbb3a4d9997f8a82832f2a6e4df455f20a6388e9fc8f849f"
}