GVD: unified framework for governed versioning and deduplication (arXiv:2609.17696v1)
The arXiv preprint introduces GVD (Governed Versioning and Deduplication), a locally runnable pipeline that unifies cross-document version-family linking with rule-level duplicate, contradiction and refinement detection under auditable update policies. On an enterprise corpus of 120 documents (140 ingestions across 59 version families) the authors report F1 = 0.97 for version-family construction and F1 = 0.94 for rule-level consistency, with Counterfactual Span Probing (CSP) improving rule consistency from 0.90 to 0.94.