Some relation types may tend to co-occur, such as DI-RECTED BY and PRODUCED BY, whereas others may be restrictive (e. g. one can only have a single PLACE OF BIRTH).
in addition to the target entity pair, we take other entities from the same sentence that were extracted at the data generation step.