It is sampled from the EUROPARL corpus and was chosen to maximize the lexical coverage, i.e., it contains of a large number of infrequent predicates.
they did not have to determine which tokens are predicates (or more precisely, which are the argument-bearing tokens), since they were marked by 'Y' in the FILLPRED field.