-- Terminology lookup table -- ABLATION FRAGMENT, NOT PART OF THE FROZEN SCHEMA. -- -- IMPORTANT: this block was NOT present in schema/schema.sql during the published -- training and evaluation runs. The `valuesets` table existed in both DuckDB -- databases and every gold query resolved terminology through it, but its DDL was -- never shown to the model -- fine-tuned models learned its columns implicitly from -- thousands of training targets, while the frozen baseline had only the table name -- to go on. -- -- valuesets_ablation.ipynb prepends this fragment to schema.sql and re-runs the -- held-out evaluation on the published checkpoints, to measure how much of the -- frozen model's failure is attributable to the missing table description rather -- than to reasoning ability. See PAPER.md Section 5.6. -- -- Do NOT merge this into schema.sql: doing so would break correspondence between -- the committed schema and the runs reported in the paper. CREATE TABLE valuesets ( table_name VARCHAR, -- which fact table this concept belongs to code VARCHAR, code_system VARCHAR, -- joins against that table's `system`-suffixed column display VARCHAR, -- human-readable concept name; the ILIKE search target lookup_ambiguous BOOLEAN -- display text matches >1 row in the same table under ILIKE containment );