Reference — Quality gates¶
Generated from validator registration (default_validators() plus the
preference validator). Every accepted example must pass the enabled
gates; failures carry machine-readable reason codes routed to review or
quarantine. See quality concepts.
| Gate | Purpose |
|---|---|
answerability |
C3.5/C4: the prompt must be answerable from the cited evidence. |
completeness |
Completeness: answer length is within a sane band of the question+evidence. |
format |
Format: assistant should not be empty; JSON-ish answers keep structure. |
grounding |
Faithfulness: the assistant answer must be traceable to the evidence. |
preference |
C1/D5: preference-pair quality — a genuine, non-fabricated signal. |
refusal |
Refusal handling: a refusal must be unanswerable, not a false refusal. |
schema |
C3.1/C4: topology-specific structural validation (fail-closed). |
semantic_consistency |
Semantic consistency (defect 4.1): atomic claims in the assistant |