Sequential learners of the sort used here classify tokens from each document independently; moreover, the classification of a word w is independent of the classification of other occurrences of w elsewhere in the document.
the fact that a word w has appeared somewhere in a context that clearly indicates that it is a name does not increase the probability that it will be classified as a name in other, more ambiguous contexts.