A number of categories are annotated: the usual people, organization and location categories, as well as less frequent categories such as brand-names, scientific terms, event titles (such as concerts) and so on.
we created a training set of 53,609 sentences (1,047,491 words), and a test set of 14,717 sentences (291,898 words).