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 is not surprising because we expected the majority of semantic roles to be noun phrases.