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Formal Concept Analysis (FCA) lattice construction

Techniqueadvanced

Builds a provably complete concept lattice from a binary object-attribute incidence relation via the Galois connection, then softens every step (incidence, inclusion, meet, join) into graded scores so the construction runs directly on continuous embedding projections instead of a hand-annotated discrete table.

Used in (1 observation)

LLM attribute half-spaces intersect into a complete concept latticemeasured
structure: Concept lattice (Formal Concept Analysis half-space model), Cone · models: Llama-3.1-8B, Gemma-7B, Mistral-7B, LLaMA-3 3B, Llama-3-8B, Llama-3-70B · paper: The Lattice Representation Hypothesis of Large Language Models