One Hypothesis Is Not Enough: Abductive Reasoning with Agentic Hypothesis Refinement over Knowledge Graphs

arXiv:2605.31370 · cs.AI · Submitted 2026-05-29 · Read on arXiv

cs.AI

Submitted: 2026-05-29

Updated: 2026-10-02

Terminology

• Knowledge Graph — 4× in this paper · explained in 7 episodes
• Knowledge graphs — 4× in this paper · explained in 2 episodes
• Agentic Framework — 1× in this paper · explained in 6 episodes
• Semantic Similarity — 1× in this paper · explained in 2 episodes

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