They actually know, as opposed to strongly believing in the story, and inferring a positive conclusion to all its parts (and necessarily dismissing all its contradictions)?

Faith is an essential element for anyone's determination that the story of Fatima is true.  Faithcertainly had a lot to do with how JPII read the Fatima story.