Unverified50% confidenceOpinionExact time
The essence of citation verification is an existence check: it only answers whether a value appears somewhere in the document, not whether the value comes from the correct row-column intersection.
1
Sources
50%
Confidence
Long-term
Relevance
10/19/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedGrounding checks verify whether model outputs have traceable support, with common practices including requiring cited sources and verifying that the sources exist, cross-checking key fields for consistency, and rejecting unsupported claims.75% similarUnverifiedThe system's prompt requires that all responses must cite sources, and that 'I don't know' must be returned when retrieved results are irrelevant; adversarial testing demonstrated good refusal capability.75% similarUnverifiedFor checkpoints with definitive correct answers (such as dates, amounts, and IDs), deterministic validation should be used rather than relying on another LLM to judge whether the result is reasonable.74% similarUnverifiedIn dynamic query scenarios, the majority of the discriminative signal is carried by the "Consistency Veto" mechanism, which detects contradictions between claims and verified evidence.74% similarUnverifiedThe core principle of falsifiable closed-loop testing is: success on the sender's side does not count; new evidence must be generated by the target end, and the agent must be able to read back that evidence.73% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/1071935API
curl https://kongchang.com/api/v1/knowledge/claims/1071935MCP
get_claim(id=1071935)