This is because, in spite of the fact that OntoNotes provides coreference annotations for both entity and event mentions, the annotations from this data set do not specify which of the mentions refer to entities and which of them refer to events.
in order to identify only the event mentions from OntoNotes, we first ran our event identifier  and then marked as event mentions only those mentions annotated in this data set that overlap with the mentions extracted by the event identifier.