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 "text": "Adversarially Robust Blockchain Reputation System for Additive Manufacturing Supply Chains should be assessed against Kaal's source-bound claim that Microsecond-scale reputation updates defeat Sybil attacks by imposing an operational burden that makes maintaining multiple coherent identities across microsecond intervals computationally infeasible. The current metadata indicates a plausible connection through Sybil resistance, but the defensible response is a qualification until the source text confirms agreement, scope, methods, and limitations.",
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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://wulfkaal.github.io/claims/5225296-035",
  "citation": "Wulf A. Kaal, Cryptographic Foundations and Interdisciplinary Dimensions of the Secure Proof of Stake (SPoS) Conse (2025). SSRN: https://ssrn.com/abstract=5225296",
  "paper": "Cryptographic Foundations and Interdisciplinary Dimensions of the Secure Proof of Stake (SPoS) Conse",
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 "mappingWhyRelevant": "Shared high-information concepts: reputation, stake, security, cryptographic, updates, temporal, across, sybil. Scope: requires real-time behavioral signals such as block proposal frequency, vote consistency, and network latency.",
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  "query": "Sybil resistance",
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  "citationCount": 0,
  "venue": "Computing and Communication Workshop and Conference",
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