I wonder - does the GUI really belong to the OS? In all the examples I can give, the GUI is an application that runs on top of kernel and hosts the graphics calls. However all the systems I know have the non-gui applications which can run before.
So I'd say that GUI is not a part of the OS... Please tell if you agree or not