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 "@context": "https://schema.org",
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 "@id": "https://wulfkaal.github.io/positions/2026-07-31-5698",
 "identifier": "kaal:position:2026-07-31-5698",
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 "name": "Historical 1Bc974Da56B3Df30Fa6C",
 "text": "Text-to-SQL via Model Context Protocol: Structured Context Orchestration for Reliable Database Query Generation should be assessed against Kaal's source-bound claim that There is no single definition of decentralization: its meaning changes with the kind of decentralization, the industry or field, the application, and the overall context, so what applies to political decentralization may be irrelevant to technological decentralization. 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"
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 "datePublished": "2026-07-31",
 "dateModified": "2026-07-31",
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  "External evidence level: metadata only.",
  "Mapping review tier: ambiguity triage before claim review.",
  "The literature-to-claim mapping remains explicitly ambiguous and should not be treated as a settled equivalence."
 ],
 "currentDebate": {
  "name": "Text-to-SQL via Model Context Protocol: Structured Context Orchestration for Reliable Database Query Generation",
  "url": "https://www.semanticscholar.org/paper/70b2f828173bb4d4b658dd6f644cb7f2cbd3de65"
 },
 "extends": {
  "identifier": "kaal:claim:3782191-004",
  "url": "https://wulfkaal.github.io/claims/3782191-004",
  "citation": "Craig Calcaterra, Wulf A. Kaal, Preface to (2021). SSRN: https://ssrn.com/abstract=3782191",
  "paper": "Wulf A. Kaal, Preface to",
  "authors": [
   "Wulf A. Kaal"
  ],
  "year": "2021",
  "ssrn": "https://ssrn.com/abstract=3782191",
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   "@type": "CreativeWork",
   "name": "Text-to-SQL via Model Context Protocol: Structured Context Orchestration for Reliable Database Query Generation",
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  }
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 "publicationStatus": "public",
 "recordTypeNote": "Dated commentary position extending a scholarly corpus claim. Not a verbatim claim extracted from the paper.",
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 "version": "1.0",
 "canonical_url": "https://wulfkaal.github.io/positions/2026-07-31-5698",
 "canonicalForm": "https://wulfkaal.github.io/positions/2026-07-31-5698.md",
 "candidateId": "kaal:response-candidate:2026-07-31:ddfd62fbdd55d273",
 "evidenceLevel": "metadata only",
 "reviewTier": "ambiguity triage before claim review",
 "mappingConfidence": 0.1806,
 "mappingAmbiguous": true,
 "mappingMethod": "idf-weighted multi-field mapping v1",
 "mappingWhyRelevant": "Shared high-information concepts: text, context. Scope: across political, technological, organizational, market, and societal decentralization.",
 "sourceProvenance": {
  "source": "Semantic Scholar",
  "api": "https://api.semanticscholar.org/graph/v1/paper/search/bulk",
  "query": "model context protocol",
  "queryId": "concept:9c5da690faad",
  "page": 1,
  "sourceRank": 438,
  "retrievedAt": "2026-07-31T13:58:04.059Z",
  "citationCount": 0,
  "venue": "IEEE Transactions on Knowledge and Data Engineering",
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 "userAffirmation": "Approved as written by Wulf A. Kaal on 2026-07-31.",
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