They are each separate identities but still one God...the Triune God.
I'm sure at this point that you want a fleshly explanation of how this is possible. Sorry to disappoint you. There is none. You see, He is God. God in 3 Persons but still one God. He defies fleshly, worldly explanation. If you cannot understand that, I cannot help you.