Retrieval runs in two stages: a dense pass over paragraph embeddings, then a lexical re-rank that favours exact statutory language. Only passages surviving both stages are eligible to ground a claim.

• Dense retrieval over paragraph-level embeddings
• Lexical re-ranking weighted toward statutory phrasing
• Jurisdiction and date filtering applied before generation
• Per-sentence attribution back to a character range