Citation Verification
| ID | citation_verification |
| Category | Knowledge |
| Features | citations |
| Guardrail | Yes |
| Dependencies | None |
Check that each citation is faithful — that the source it points to actually supports the sentence it is attached to — and stamp a verdict on it. It is a guardrail capability, decoupled from the feeds: it consumes the citations collected during a turn (from Retrieval Citations or any future feed) and verifies them uniformly, so any feed can be paired with any verifier.
It contributes no tools and no system prompt. The verdict renders in the UI as a badge on each source.
Verdicts
Section titled “Verdicts”Each citation gets one of three verdicts, shown as a badge on the chip preview and in the Sources strip:
| Verdict | Meaning |
|---|---|
entailed | The source supports the claim. Rendered as a green verified badge. |
unsupported | The source does not support the claim. Rendered as an amber unsupported badge. |
uncertain | Support could not be established. Rendered as an unverified badge. |

| Mode | Cost | Behavior |
|---|---|---|
heuristic (default) | Free | Deterministic lexical entailment — token overlap between the claim span and the source snippet. No model call. A weak but honest baseline, strongest on verbatim citations. |
llm | One utility-model call per citation | A utility-model judgement per claim/source pair (claim = hypothesis, snippet = premise). More accurate; falls back to the heuristic when no utility model is configured. |
Configuration
Section titled “Configuration”| Field | Type | Default | Description |
|---|---|---|---|
mode | "heuristic" | "llm" | "heuristic" | Verification strategy (see above). |
threshold | number (0–1) | 0.5 | Entailment threshold for the heuristic verdict — the fraction of the claim’s distinctive tokens the source must cover to be entailed. |
- Feed-agnostic: verifies citations from any feed via the shared render contract, so evals can hold the feed fixed and vary only the verifier.
- Enabled by default:
citation_verificationis part of the generic (default) harness inheuristicmode, so citations are verified out of the box with no model cost. llmmode needs a utility model: with none configured it degrades gracefully to the heuristic rather than failing.- No new data egress: the verifier reasons only over text the feed already retrieved.
See Also
Section titled “See Also”- Retrieval Citations — the feed that produces the citations this verifies
- Capabilities Overview