Unverified50% confidenceBenchmarkExact time
In the holdout run, all 48 displayed evidence rows passed the citation gate; 6 of 54 proposed rows were dropped (11%).
1
Sources
50%
Confidence
Short-term (~14 days)
Relevance
10/17/2026
First Seen
Valid until: 10/31/2026
Sources
Related Entities
Related Claims
UnverifiedThe reference distribution of the 40 observations is: 1 recorded evidence, 33 not localized, 0 explicitly missing, and 6 ambiguous.69% similarUnverifiedAmong 51 test messages, all 46 messages with amounts recorded the correct amount and category, for a parsing accuracy of 100% with zero failures.68% similarUnverifiedOf the 962 responses, 51 failed, distributed as 26 truncations, 13 boundary errors, 12 paraphrases, and 0 corrections.67% similarUnverifiedOf the 372 problems, roughly over a hundred were provided with Lean formal verification, while the rest only claimed the proofs to be valid66% similarUnverifiedAmong the approximately 2,000 papers examined, more than 1,100 had at least one key claim independently verified, of which 266 were fully reproduced, 632 were partially reproduced through small-scale experiments, and approximately 4,000 individual claims were confirmed.65% similar
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