There literally isn't room for them to know everything about everyone when they're just asked about random people without consulting sources, and even when consulting sources it's still pretty easy for them to come in with extremely wrong priors. The world is very large.
You have to be very careful about these "on the edge" sorts of queries, it's where the hallucination will be maximized.