I think this also highlights the difference between different approaches to science / different scientific methods.
One might start with an observation, then seek to fit it within the bounds of what they have previously believed, and find an explanation that fits their belief from there.
Another might start with an observation, and then seek to see which of the available beliefs it fits, and from there determine what their "correct belief" should be.