Each expression denotes something, depending only on denotations of subexpressions.

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

• Denotational design yields a precise, simple, and compelling specification that informs use and implementation without entangling them.claim0.768
  Core claim of the methodology.
• Meaning of a whole (cf. sentence) should only depend on meanings of its parts (cf. words) and how they are fitted together (cf. grammar).concept0.766
  Canonical statement of Frege compositionality principle in formal linguistics; foundational to paper's analysis.
• How might the text behave otherwise?question0.764
  Opens up imaginative alternatives to conventional layout.
• Implication (A → B)concept0.760
• Denotational design uses standard algebraic abstractions.claim0.760
  One of the six key properties of denotational design.
• All models exhibit above-baseline representation of the think word when instructed to think about itfinding0.757
  In the intentional control experiment, all tested models show above-zero cosine similarity to the think word's concept vector.
• With unrestricted vocabulary, models occasionally respond in non-English Yes/No equivalents (e.g., Sí, Nein) after truth-direction interventionsfinding0.757
  Suggestive evidence for language-independent truth representation in LLMs
• Making information explicit—extracting normal forms from computation.claim0.752