Unverified50% confidenceFactExact time
The verifiability principle requires that every factual statement be traceable to a primary source, such as official records, raw data, or authoritative archives.
1
Sources
50%
Confidence
Long-term
Relevance
10/19/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedEvidence is a persistent record containing what standards were applied, what was checked, what was found, and how the problem was resolved, making trust visible and auditable.78% similarUnverifiedGrounding 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.77% similarUnverifiedThe principle of an independent source of truth requires that the verifier must reach its conclusion based on a different mechanism or data than the one being verified, otherwise the verification merely repeats the same error.75% similarUnverifiedAn evidence chain refers to the complete supporting path from a conclusion being proposed to it holding up, including the original material, speaker identity, contextual background, and reasoning steps; in qualitative research, traceability is one of the core criteria for judging the credibility of a conclusion.75% similarUnverifiedThe evidence-binding architecture requires every state transition in the system to be accompanied by verifiable evidence rather than relying solely on logical inference, which is in line with the concepts of idempotency verification and transaction logging in traditional software engineering.74% similar
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