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The paper examines the conditions under which finite evidence can lead to directional claims about context-typed semantic conditions.

August 13, 2026Open Access

Evidence to Entitlement: Uncertainty-Qualified Certification for Context-Typed Descendant Laws

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The paper examines the conditions under which finite evidence can lead to directional claims about context-typed semantic conditions.
Introduces retained uncertainty U(D) and evaluates semantic discrepancies g_C against tolerance ε_C.
Classifies claims into certified adequate, certified inadequate, or unresolved based on upper and lower semantic envelopes.
Uses real-world examples involving Nano-Drones and electric drives to illustrate the proposed framework.
Directional certifications are sound when realized states fall within the retained set of uncertainty.
Failure of a sufficient upper bound does not indicate semantic inadequacy, as demonstrated by specific examples.
The paper establishes a candidate law-level architecture linking uncertainty and context-typed semantics.

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Presents a framework for evaluating directional claims in semantic conditions, implying a structured evidence-to-claim approach.

Masaki Okada (2026) studied this question.

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