Right, the efficacy of GR was being tested, and the control was Newtonian dynamics. GR was found to successfully predict the results observed. The control is to attempt to predict the results with Newtonian dynamics and check that that prediction is less accurate.

If you accidentally did an experiment where GR and Newton predict the same thing, the control would kick in and tell you that you hadn't proved anything.