Unverified50% confidenceConceptExact time
In the information extraction literature, majority voting faces a 'granularity mismatch' problem: one must first align to a unified minimal semantic unit, otherwise both agreement rate and accuracy are meaningless numbers.
1
Sources
50%
Confidence
Long-term
Relevance
10/14/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedIn manually proofread samples, the character error rate was only 0.68% when the text was clearly legible, but approximately 45% of sampled passages were completely uncorrectable due to source quality issues.72% similarUnverifiedThe study found that the faithfulness score for counterfactual inputs was only 0.05 points lower than for factual inputs (on a 1–5 scale), a difference that is almost negligible.71% similarUnverifiedIn A/B testing, accuracy differences of less than 2% are usually hard to distinguish, and a larger sample size is needed to reach reliable conclusions.67% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/1023338API
curl https://kongchang.com/api/v1/knowledge/claims/1023338MCP
get_claim(id=1023338)