I personally like to start a project with bare metal, where I know everything that is on top of the metal. The color of the primer is no indication of what it really is. Primers can be any color you want. Can't you check with the previous owner to find out what it is?
If you can't identify it, atleast you don't have that far to go to be back to bare metal.