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Build log, June 10, 2026

Build log: citation grounding that survives document renumbering

Sofia Almeida CruzProduct, Redlining8 min read

The problem

We keep coming back to citation grounding that survives document renumbering, because the cost of a miss here compounds across a portfolio.

What we do about it

In the current build this runs as part of the standard pass, so it applies to every document in the set rather than only the ones someone thought to check.

Where it breaks

Scanned originals with poor image quality remain the weakest input. So do agreements that were assembled from three precedents and never reconciled, which is common in long-lived supplier relationships.

discoverylitigation

Working notes from the Lawrs team. General information about legal technology and practice, not legal advice.