TRACE-Bench / generation /generation_spec.md
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Generation specification — v0.1 starter release

This starter release is entirely synthetic and template-generated. It contains no Synthea exports, clinical notes, insurance applications, policy manuals, or personal information. Each case starts as a structured latent state in scripts/generate_v0_1.py; the same state deterministically produces documents and gold labels.

The generator creates three condition families: type 2 diabetes, coronary artery disease, and cancer history. It emits four task configurations:

  • core: condition-status extraction and evidence grounding;
  • policy: application of the fictional LifeUW Policy v0.1;
  • adversarial: paired family-history, ruled-out diagnosis, copy-forward, missing-evidence, and prompt-injection perturbations;
  • selective_autonomy: policy application with an explicit human-review field.

Case IDs are stable. IDs beginning with LUW-ADV- include parent_case_id; all facts other than the named perturbation are invariant from the parent case.

To create a larger release, keep the same JSON schema and add a separate, documented Synthea-to-latent-state import step. Do not describe data as Synthea-derived unless that step has actually been run and its version, seed, and provenance are recorded.