Across 15 open-weight LLMs, answers depend on intermediate math steps in reasoning traces, and graph-aligned reasoning chains receive higher probability than random same-length token sequences.
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KisMATH: Do LLMs Have Knowledge of Implicit Structures in Mathematical Reasoning?
Across 15 open-weight LLMs, answers depend on intermediate math steps in reasoning traces, and graph-aligned reasoning chains receive higher probability than random same-length token sequences.