Handbook

llm_multi_label v1

Input: text, labels (list of strings).

Updated

Output: { "scores": { "<label>": number }, "reason": string }.

Failure modes

  • TransportFailure — chat transport errors.
  • ParseFailure — assistant output not valid JSON.
  • SchemaFailure — input or output rejected vs contract schemas.
  • GatewayFailure — upstream/provider errors.

Verification

Task-internal validation and JSON schema checks per contract.json verification_policy.

Changelog

  • v1 — Maintained in catalog; see git history for semantic changes.