Please don't delete something because you doubt it, only delete if if you know for sure that it's wrong.
Fortunately, in this case, you're in luck. The "Dark Knight" was first used to refer to Batman in the 1940 Batman #1, so we won't be rolling back your edit. Still, know for sure before you delete.