Unverified50% confidenceFactExact time
LGMT has 20 built-in metamorphic relations built on first-order logic, such as swapping the order of premises, substituting equivalent propositions, and adjusting quantifier structure.
1
Sources
50%
Confidence
Medium-term (~90 days)
Relevance
10/26/2026
First Seen
Valid until: 1/24/2027
Sources
Related Entities
Related Claims
UnverifiedLGMT is an open-source tool that detects reasoning inconsistencies in large language models through metamorphic relations based on first-order logic.67% similarUnverifiedThe study analyzed the correlation between protocol-specific characteristics (complexity, number of states, clarity of transition logic) and LLM reasoning performance.62% similarUnverifiedLogistic regression can perform both binary classification and multi-class classification.61% similarUnverifiedml-intern的多后端设计遵循依赖倒置原则，Agent逻辑不依赖具体LLM实现而是依赖统一抽象接口61% similarUnverified前置条件与后置断言的设计借鉴了形式化方法中的霍尔逻辑（Hoare Logic）思想60% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/1098629API
curl https://kongchang.com/api/v1/knowledge/claims/1098629MCP
get_claim(id=1098629)