Furthermore, typically by this point there will be, say, twenty NPs to share the probability mass, so each one will only get an increase of 0.05.
on the first iteration only the first two sentences have the power to move the distributions, but they do, and they make NPs in the current sentence very slightly more likely to generate the pronoun than the sentence one back, which in turn is more likely than the ones two back.