Do you get separate certificates for CFI and CFII?
No.  Under ratings on the backside of the Flight Instructor certificate, it should say:

FLIGHT INSTRUCTOR

AIRPLANE SINGLE ENGINE, INSTRUMENT AIRPLANE.

This is a CFI, CFII Flight Instructor Certificate, assuming you did your training in the United States under the FAA’s system.

You should see the same ratings on your temp certificate as well.