The Bronx is not a country, state, or independent city—it has no capital.
It is one of five boroughs of New York City (alongside Manhattan, Brooklyn, Queens, Staten Island). NYC itself is not a state capital—that's Albany.
So if someone asks "What's the capital of the Bronx?"—the answer is: It doesn't have one. It's a borough. The capital of New York State is Albany.