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Fei Ding

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#software testing Preprint Aug 2026

The Thousand-Graph Hypothesis: A Testable Hypothesis of Task-Conditioned Relation Materialization in Repository-Level Code Reasoning

An entity-only external interface with task-conditioned relation materialization during inference with two-layer index separates global routing from local entity focus is proposed and evaluated on DeepSeek-V4-Flash and SWE-bench Verified.

Fei Ding · 0 citations