Dublin is the capital city of Eire.
If you were to use the Irish term Eire, then it would make sense to use the Irish name for Dublin, which is Baile Atha Cliath, or Dubh Linn, depending.
I think this is something I just sort of picked up though -- so it's entirely possible I'm totally out to lunch.