Retrieval-Augmented Generation

ER hearing manager · zero-prep case synopsis.

Embeddings indexed in a vector database. Query retrieves precedents + DG Shipping clauses; the LLM composes a structured, citation-backed synopsis.

Top-k Retrieved Chunks
ER-2401sim 0.92
ER-2401 · Mess hall, MV Aurora (recurrent)
OneDrive/ER/2024

Recurrent mess-hall altercation involving one prior subject. Aggravating factor. Repatriation recommended; 6-month cooling period before reinstatement review.

ER-2207sim 0.85
ER-2207 · Mess hall altercation, MV Aurora
OneDrive/ER/2022

Two ratings cited for verbal altercation in mess hall. Warning issued under Code 4.2. Both retained on contract. Precedent: cooling-off transfer to sister vessel within 30 days.

Generated Synopsis
Case synopsis for "recurrent mess hall altercation aboard MV Aurora": Retrieved 2 precedents [ER-2401], [ER-2207]. Pattern: Mess hall, MV Aurora (recurrent) / Mess hall altercation, MV Aurora. Recommended action per CSSI policy: apply graduated discipline — warning on first offence, repatriation + cooling-off on recurrence (see ER-2401). Cross-check STCW/PEME validity in Knowledge Graph before any re-employment decision. Synopsis is precedent-anchored and free of reviewer bias.