If you are saying white privilege is the cause of poor treatment of the black man mentioned above, you are way off base. Privilege is not the cause of the treatment, it is the result.
I'm just simply asking whats the cause of the poor treatment? If you are able to assert that it is not due to white privilege and know if someone is off-base, then I'm assuming you know that cause to make such an assertion. That's all.