It's a generative model (in the mathy sense) so you can take any page and look at the model's probabilities of the first sentence from each of the other 99 page

It's a generative model (in the mathy sense) so you can take any page and look at the model's probabilities of the first sentence from each of the other 99 pages. This should give some strong hints at least.