Event grounding aims at linking mention references in text corpora to events from a knowledge base (KB). Previous work on this task focused primarily single KB event, thereby overlooking the hierarchical aspects of events. Events documents are typically described various levels spatio-temporal granularity. These relations utilized downstream tasks narrative understanding and schema construction...