{
 "@context": "https://schema.org",
 "@type": "Claim",
 "@id": "https://wulfkaal.github.io/positions/2026-07-31-5103",
 "identifier": "kaal:position:2026-07-31-5103",
 "additionalType": "https://wulfkaal.github.io/positions/schema.json#AffirmedPositionClaim",
 "name": "Historical C4904B9A62F26C304E48",
 "text": "State Twins: An Off-Chain Substrate for Agentic Reasoning over Decentralized Finance Protocols should be assessed against Kaal's source-bound claim that After half of each auction tranche is deposited into an AMM pair, the other half is allocated to open market purchasers and the remaining liquidity on the AMM is burned to ensure that any incentives for rug pulls are removed. 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",
 "keywords": [
  "defi"
 ],
 "scope_conditions": [
  "auction based fair launch platform",
  "Uniswap V2 compatible AMM",
  "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."
 ],
 "currentDebate": {
  "name": "State Twins: An Off-Chain Substrate for Agentic Reasoning over Decentralized Finance Protocols",
  "url": "https://www.semanticscholar.org/paper/f6ca6ca59dd690e3870a2e2468a71ed773a9b732"
 },
 "extends": {
  "identifier": "kaal:claim:4015908-030",
  "url": "https://wulfkaal.github.io/claims/4015908-030",
  "citation": "Wulf A. Kaal, Fair Token Launch (2022). SSRN: https://ssrn.com/abstract=4015908",
  "paper": "Fair Token Launch",
  "authors": [
   "Wulf A. Kaal"
  ],
  "year": "2022",
  "ssrn": "https://ssrn.com/abstract=4015908",
  "source_pdf_sha256": "e0925afde0c42a16cd5310983789fae3eb3d1f121e2954a72afa64191d00fe37"
 },
 "isBasedOn": [
  {
   "@id": "https://wulfkaal.github.io/claims/4015908-030"
  },
  {
   "@type": "CreativeWork",
   "name": "State Twins: An Off-Chain Substrate for Agentic Reasoning over Decentralized Finance Protocols",
   "url": "https://www.semanticscholar.org/paper/f6ca6ca59dd690e3870a2e2468a71ed773a9b732"
  }
 ],
 "batch_id": "historical-backfill:2026-07-31:phase-0021",
 "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/2026-07-31-5103",
 "canonicalForm": "https://wulfkaal.github.io/positions/2026-07-31-5103.md",
 "candidateId": "kaal:response-candidate:2026-07-31:9c61cdca6b1c3de7",
 "evidenceLevel": "abstract indexed",
 "reviewTier": "ambiguity triage before claim review",
 "mappingConfidence": 0.2112,
 "mappingAmbiguous": true,
 "mappingMethod": "idf-weighted multi-field mapping v1",
 "mappingWhyRelevant": "Shared high-information concepts: market, amm, defi, each, open. Scope: auction based fair launch platform; Uniswap V2 compatible AMM.",
 "sourceProvenance": {
  "source": "Semantic Scholar",
  "api": "https://api.semanticscholar.org/graph/v1/paper/search/bulk",
  "query": "model context protocol",
  "queryId": "concept:9c5da690faad",
  "page": 1,
  "sourceRank": 981,
  "retrievedAt": "2026-07-31T13:58:04.059Z",
  "citationCount": 0,
  "venue": "arXiv.org",
  "publicationTypes": [
   "JournalArticle"
  ]
 },
 "userAffirmation": "Approved as written by Wulf A. Kaal on 2026-07-31.",
 "sha256": "8c3b8635a245fa028a20a046fea9ccd742fbd509980e24eff5a02e5c20827060"
}