I'll never understand why there's so much distinction between black and white (literally) culturally in the US. I always find it weird when people comment things like "white people do this" and "black people stuff". I get the overall differences in lifestyle and (sub-) culture, but that people feel like they need to differentiate is wild after all these years. I mean, sure, complex story and stuff, but still.
The US has a pretty unpleasant history of doing especially terrible things to minorities who start to succeed, and continues to do bad things to minorities in both subtle and unsubtle ways. The concept of Asians as the "model minority" is actually a way of pitting minorities against each other rather than being a compliment (e.g. your brother is such a good person, why aren't you?).
Were I white, the first question would be unlikely to be asked in the first place, its answer automatically accepted, and if the enquirer had poor language skills, it would immediately be qualified with "I meant, What's your heritage" or "Where is your family from."
There may be self segregation but some are doing the segregation for us.