arxivcs.CLcs.AIcs.IR2026-07-03
From Judgments to Issues: Structured Extraction of Legal Reasoning with Citation-Hallucination Control
Giovanni Piccioli, Alessia Fidelangeli, Piera Santin, Pierpaolo Vivo
We present an automated pipeline that decomposes Italian tax-court judgments into individual legal issues and extracts, for each issue, a structured XML representation grounded in the IRAC framework and the legal syllogism. The pipeline targets a corpus of approximately $330{,}00…