But there must be some less arbitrary way to apply this discrimination? If there's no clear definition how are they falsifying their race? An Asian American could claim their ancestors came from Africa and they would not be wrong...

Other countries have official recognized minorities which you get from your parents, or use the birth nationality of your (grand)parents.