The pizza Turk brings to J.D. is a real pizza from local pizza parlor named Big Mama and Papa's Pizza. You can get a 36" pizza just like in the episode.
This isn't the first time Elliot (Sarah Chalke) has struggled with a boyfriend telling her what to do. She was in a similar situation with Nurse Paul Flowers (Ricky Schroeder) in season 2.