Your passport should be in your BOB, or at least nearby so you can grab both at the same time.

The BOB is for fleeing, taking off, abandoning your vicinity, because it's risky to stick around. Anything left behind should be presumed to be unprotected. Anything you feel you really need should come with you. Good forms of identification should be among those things that come with you. Few things are as good as a passport.