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Counterfactual Reasoning on Twin-EventLog Smallville context

100Joint Accuracy (A ∧ B)substrate
32.449.9567.585.05May 15, 2026

Evaluation results

MethodLinks
substrateReasoning=Correct by construction2026.05100100100500
Llama-3.1-8B directPrompting strategy=prompted with the full Smallville context2026.0581.28886.4500
Concordia-styleInterface=Concordia's LanguageModel agent-step interface, Action space=constrained action space2026.0535—79100