Its precision of 63% means that some documents that are not event narratives will also get additional scrutiny, but information will be extracted only if both the role-specific sentence recognizer and NP extractors believe they have found   For comparison's sake, we also created a document classifier to identify domain-relevant documents.
we trained a classifier to determine whether a document is relevant to the domain of terrorism, irrespective of the style of the document.