One of the argument that once I heard from a black supremacist is that because Africa is a cradle of civilization. But what processes lead to the development of black supremacy? The resource concerning this idea in Wikipedia is scant. It seemed to me that it developed as an extreme reaction in 1960s civil rights movement.
If you could cite some black supremacists writers I think folks would be better able to understand your question.