The instance's meaning follows the meaning's instance (semantic type class morphism principle).

Entities in the same semantic neighborhood but without a typed relation to this one — candidates for new edges or unrecognized duplicates.

• The instance's meaning follows the meaning's instance.claim0.864
  Elliott's core principle: type class instance definitions should mirror the semantic meaning to avoid abstraction leaks.
• Semantic Type Class Morphism (TCM)concept0.788
• If a semantic function is a homomorphism with respect to a type class, the implemented instance automatically satisfies the class laws.hypothesis0.768
  Core hypothesis enabling 'laws for free': denotational semantics guarantee algebraic law satisfaction.
• Evolution learns to generalize beyond default morphologies, producing problem-solving machines.claim0.744
  Argues that evolutionary learning goes beyond specific adaptations.
• Every type class morphism failure is an abstraction leak.claim0.728
• The underlying truth representation may generalize across lexical choices and languageshypothesis0.722
  Suggested by non-English Yes/No outputs post-intervention, requiring further investigation
• The specification for (⊸) is a category homomorphism (µ id = id, µ(g ∘ f) = µg ∘ µf), leading to a correct-by-construction implementation.claim0.722
  Demonstration on linear transformations.
• With unrestricted vocabulary, models occasionally respond in non-English Yes/No equivalents (e.g., Sí, Nein) after truth-direction interventionsfinding0.720
  Suggestive evidence for language-independent truth representation in LLMs