Finally, to capture the interactions between our local pairwise classifiers we add the following constraints: Intuitively, the inequality constraints in (10) specify that a temporal relation between two event mentions can be inferred from their respective associated time intervals.
if two event mentions e i and e j are associated with two time intervals I k and I l respectively, and I k precedes I l in the timeline, then e i must happen before e j .