How would you ground a RAG answer and produce honest citations?

Citation presence is not citation correctness, so evaluation includes entailment or human judgments on whether each source supports the claim. Chunk boundaries and parent expansion must preserve offsets that map back to stable source versions. When sources disagree, I show the disagreement and apply deterministic precedence rules where policy defines them. Logs retain the exact evidence set and source versions used, subject to privacy controls, so a disputed answer can be reconstructed.