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 "name": "Historical 901A68Cf3F481Ec8Cd51",
 "text": "An enhanced multi-agent system for stock prediction utilizing machine learning and generative AI should be assessed against Kaal's source-bound claim that Neither the Overstock offering nor the Linq based offerings were structured to support widespread ownership or trading through blockchain, and no major exchange or inter-dealer market permits or will foreseeably permit trading of blockchain issued securities. 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.",
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  "name": "Wulf A. Kaal",
  "identifier": "https://orcid.org/0009-0008-7840-1847"
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  "External evidence level: abstract indexed.",
  "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."
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  "url": "https://www.semanticscholar.org/paper/5e97150239cd2b7329cb980e354f7567d5533e18"
 },
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  "identifier": "kaal:claim:3411110-018",
  "url": "https://wulfkaal.github.io/claims/3411110-018",
  "citation": "Wulf A. Kaal, Samuel Evans, Blockchain-Based Securities Offerings (2019). SSRN: https://ssrn.com/abstract=3411110",
  "paper": "Samuel Evans, Blockchain-Based Securities Offerings",
  "authors": [
   "Wulf A. Kaal"
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  "year": "2019",
  "ssrn": "https://ssrn.com/abstract=3411110",
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 "recordTypeNote": "Dated commentary position extending a scholarly corpus claim. Not a verbatim claim extracted from the paper.",
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 "canonicalForm": "https://wulfkaal.github.io/positions/2026-07-31-5190.md",
 "candidateId": "kaal:response-candidate:2026-07-31:d85e662ace261d2f",
 "evidenceLevel": "abstract indexed",
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 "mappingMethod": "idf-weighted multi-field mapping v1",
 "mappingWhyRelevant": "Shared high-information concepts: trading, through, inter, support. Scope: U.S. exchanges and inter-dealer markets as of the time of writing.",
 "sourceProvenance": {
  "source": "Semantic Scholar",
  "api": "https://api.semanticscholar.org/graph/v1/paper/search/bulk",
  "query": "model context protocol",
  "queryId": "concept:9c5da690faad",
  "page": 1,
  "sourceRank": 361,
  "retrievedAt": "2026-07-31T13:58:04.059Z",
  "citationCount": 0,
  "venue": "Proceedings of the West Virginia Academy of Science",
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