feat: automate ALS seed entities from trials and paper corpus

fix(query): rank trials by status+relevance, raise cap from 5 to 10

feat: Stage 4 — entity extraction + knowledge graph + KG-expanded RAG

feat: initial project scaffold and Stage 2 ingestion pipeline