Preposition SRL combined with [9] (P = precision, R = recall, F = F-score; above-baseline results in boldface) in the testing data, even when oracled outputs from all three subsystems are used (recall = 18.15%).
this further suggests that the semantic roles were tagged for only a small number of verbs in relatively fixed situations.