{"id":"tms-addresses-circularity-partially","text":"The TMS partially addresses circularity through mechanisms that no self-reported benchmark has: retraction cascades mean correcting one error propagates to all dependents, nogoods record when claims contradict each other, check-stale detects when source material changes under beliefs. These make the system self-correcting but not externally validated","truth_value":"IN","source":"repo:eem-expert/CLAUDE.md","source_url":"","source_hash":"","justifications":[{"type":"SL","antecedents":["hybrid-tms","staleness-detection","nogood-mechanism"],"outlist":[],"label":""}],"dependents":[],"metadata":{},"created_at":"","updated_at":"","reviewed_at":"","verified_at":"","retracted_at":"","explanation":{"steps":[{"node":"tms-addresses-circularity-partially","truth_value":"IN","reason":"SL justification valid","antecedents":["hybrid-tms","staleness-detection","nogood-mechanism"],"label":""},{"node":"hybrid-tms","truth_value":"IN","reason":"SL justification valid","antecedents":["ftl-reasons-is-tms","llm-as-problem-solver"],"label":""},{"node":"ftl-reasons-is-tms","truth_value":"IN","reason":"SL justification valid","antecedents":["tms-doyle-1979"],"label":""},{"node":"tms-doyle-1979","truth_value":"IN","reason":"premise"},{"node":"llm-as-problem-solver","truth_value":"IN","reason":"SL justification valid","antecedents":["tms-doyle-1979"],"label":""},{"node":"staleness-detection","truth_value":"IN","reason":"SL justification valid","antecedents":["frame-problem","eem-external"],"label":""},{"node":"frame-problem","truth_value":"IN","reason":"premise"},{"node":"eem-external","truth_value":"IN","reason":"premise"},{"node":"nogood-mechanism","truth_value":"IN","reason":"SL justification valid","antecedents":["ftl-reasons-is-tms","agm-belief-revision"],"label":""},{"node":"agm-belief-revision","truth_value":"IN","reason":"premise"}]}}