Annotators need to read the whole sentence, possibly several sentences, to decide whether there is a specific event or not, and then need to identify the event participants (like Agent and Patient), and attributes (like place and time) to complete an event annotation.
for event extraction tasks like MUC4, MUC6 (MUC 1995) and ACE2005, from one to several hundred annotated documents were needed.