Unverified50% confidenceDecision RuleExact time

Evaluating label quality should weight errors by document importance rather than looking only at overall accuracy, because the cost of miscategorizing a contract is different from the cost of miscategorizing a meme.

1

Sources

50%

Confidence

Long-term

Relevance

10/12/2026

First Seen

Sources

Semantic File Management: Why You Shouldn't Rely on Filenames for Search

Related Entities

语义化文件管理concept

Related Claims

UnverifiedIf the final product requires verifiable citations, evidence metrics such as span F1 and verbatim citation should be incorporated into evaluation rather than focusing solely on accuracy.63% similar

Cite This Claim

Stable URI

https://kongchang.com/claim/1002606

API

curl https://kongchang.com/api/v1/knowledge/claims/1002606

MCP

get_claim(id=1002606)