  We present an event structure ontology empirically derived from inferential
properties annotated on sentence- and document-level semantic graphs. We induce
this ontology jointly with semantic role, entity type, and event-event relation
ontologies using a document-level generative model, identifying sets of types
that align closely with previous theoretically-motivated taxonomies.
