Jev-ToM

Theory-of-Mind suite for the class: 11,117 questions from nine ToM benchmarks across six capability groups, scoring five typed decision models against seven generative baselines. Jev takes 73.2% source-balanced accuracy and ranks first or second on every capability; the findings that confidence-based selection stays benchmark-dependent, and that supplied reasons can repair or overturn answers, belong in any assistant-integration plan.