Unverified50% confidenceSolutionExact time
After extraction is complete, the server uses strict Python mathematical validation logic to check line item arithmetic (quantity × unit price = amount, subtotal + tax = total), and only writes to SQLite after validation passes, forming a two-layer design of 'AI extraction + rule validation'.
1
Sources
50%
Confidence
Long-term
Relevance
10/15/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedThe test questions are divided into 40 easy-to-verify questions and 40 hard-to-verify questions, and all standard answers of the math, code, and date types are validated in Python.65% similarUnverifiedThe Reasoning Dial benchmark uses a set of 60 code generation problems, the same prompt, and the same deterministic scorer, with the only change being the reasoning_effort value (none/low/medium/high), and includes three task types: Deduce (logical reasoning), Arith (arithmetic), and Distract (distractor counting).64% similarUnverified在测试中向智能体输入「计算 6 乘 7」的请求，模型自动调用 ai_python_executable 工具并返回结果 42，整个推理过程在 MLflow 中完整记录64% similarUnverifiedOutput validation typically relies on structured validation libraries such as Pydantic to enforce field completeness and type legality checks on model responses before they enter business logic63% similarUnverifiedTiered task invocation requires additional design of routing logic and quality verification mechanisms at the application layer.62% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/1032636API
curl https://kongchang.com/api/v1/knowledge/claims/1032636MCP
get_claim(id=1032636)