We constructed a large, automatically annotated corpus by merging the output of Charniak's statistical parser (Charniak, 2000) with that of the IBM named entity recognition system Nominator (Wacholder et al., 1997).
the initial examination of the data showed that syntactic forms in coreference chains can be effectively modeled by Markov chains.