3 While incorporating transitivity constraints in inference is widely used, Ning et al.
since annotators are not required to label all the edges in these datasets, it is less labor intensive to collect P than to collect F. existing TempRel extraction methods only work on one type of datasets (i.e., either F or P), without taking advantage of both.