It is used for many downstream language processing tasks, e.g., coreference resolution, question answering, summarization, entity linking, relation extraction and knowledge base population.
the ACE corpora (Mitchell et al., 2004;Walker et al., 2005) consist of data of various types annotated for entities, relations and events.