It is helpful that the same story is often written off of PA or AP articles and thus includes pretty much the same info - but it doesn't change the fact that stories on the same subject almost always include the same set of key words unique to that subject whether or not they were rewritten from a press release. That's the beauty of TF.IDF weighting - that it'll cluster stuff based off of words that are uniquely important in one article.