110.5a. A token is both owned and controlled by the player under whose control it entered the battlefield.
So yes, you would own the Centaur token.
note that this changed in M10so some players will still have the old rule in mind
When someone has an imaginary friend, we call it mental sickness. When a bunch of people have the same imaginary friend, we call it a religion.