Yeah, I didn't catch that at the time but in retrospect it is a little ridiculous. It's also just another ham-fisted way of letting the audience know, 'Hey, he's a gangster but he's one of the good guys! Look at him defend the honor of this black guy!'

In reality, let's not kid ourselves, Dwight would probably be racist as fuck.