Unverified50% confidenceOpinionExact time
Syntactic legality and semantic correctness are two orthogonal dimensions, and during evaluation the format compliance rate (such as JSON parsing success rate) and task accuracy must be measured separately.
1
Sources
50%
Confidence
Long-term
Relevance
10/12/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedCorrect formatting and seemingly plausible text are insufficient as criteria for checking structured decisions; the consistency among claims, business entities, evidence, explanations, and final labels should be verified independently, separately from JSON validity.76% similarUnverifiedKey dimensions for API consistency verification include mathematical reasoning accuracy, code generation quality, long-text processing capability, and instruction-following compliance.71% similarUnverifiedThe validator focuses on whether the result satisfies mechanically verifiable constraints and makes a binary, objective judgment; the evaluator focuses on whether the output quality meets the goal and makes a subjective judgment at the semantic level.68% similarUnverifiedMainstream programming capability evaluations typically focus on dimensions such as functional correctness, code quality, complex task handling, and response speed and stability.67% similarUnverifiedTesting checks whether something runs (interfaces, formats), while evaluation checks how well it performs (factual accuracy, hallucinations, tool selection, task completion rate); the two are different things.67% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/1011553API
curl https://kongchang.com/api/v1/knowledge/claims/1011553MCP
get_claim(id=1011553)