In this paper we will follow the terminology defined in the Automatic Content Extraction (ACE) 1 program: entity: an object or a set of objects in one of the semantic categories of interest: persons, locations, organizations, facilities, vehicles and weapons.
there is only one positive sample matching these conditions in the training corpora, and thus the Maximum Entropy classifier assigned a very low confidence score for propagation.