Two annotators annotated the documents for causal event pairs, using two simple notions for causality: the Cause event should temporally precede the Effect event, and the Effect event occurs because the Cause event occurs.
sometimes it is debatable whether two events are involved in a causal relation, or whether they are simply involved in an uninteresting temporal relation.