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This study demonstrates that contextual semantic relevance, measuring how strongly an incoming word relates to its recent semantic context, reliably predicts fMRI BOLD responses during naturalistic speech comprehension across two datasets, whereas surprisal (local probabilistic expectation) does not. The findings support that slow hemodynamic responses are especially sensitive to contextual semantic integration rather than local prediction.