feat: retrieval grounding, trial quality, and drug-name typo suggestions

feat: automate ALS seed entities from trials and paper corpus

feat(trials): replace hardcoded entity regex with LLM extraction

feat: initial project scaffold and Stage 2 ingestion pipeline