Another frequently made mistake is tagging proper noun (NN/NNP) -an observation also made by (Ritter et al., 2011).
we use ANNIE's gazetteer lists of personal first-names and cities and, in addition, a list of unambiguous corporation and website names frequently-mentioned in the training data (e.g.