A little research shows that the quarter Moon set at about half-past midnight on 3rd May 1941, two hours before the accident. There weren't even any major planets in the sky, so it would have been a bloody dark night.
Pilot could have been very disorientated by the very few dim lights on the ground and the stars - I've certainly experienced this. 'Black Hole' phenomenon still gets my guess however.