Empirical perturbations of local KGs across three LLMs reveal that compact top-k and other subsets often recover most of the hypothesis-generation signal, supporting a compressive KG hypothesis.
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The Compressive Knowledge Graph Hypothesis: Which Graph Facts Matter for Scientific Hypothesis Generation?
Empirical perturbations of local KGs across three LLMs reveal that compact top-k and other subsets often recover most of the hypothesis-generation signal, supporting a compressive KG hypothesis.