The only requirement for them to infer coreference clusters of event mentions is to have the observable objects (i.e., the event mentions) identified in the order they occur in the documents as well as to have all the linguistic features associated with these objects extracted.
in order to see how well these models perform, we need to compare their results with manually annotated clusters of event mentions.