You stated :
"...and no ancient books survive."
Not entirely true.
There are still some fragments of scrolls which help to explain who and what aliens are. These texts have remained hidden for thousands of years but have recently been discovered and deciphered (as best one can of an arcane language).
Whether or not, one believes what has been written is the determinant.