I personally like the look of two different flowers on one plant, but you can cut the extra branch off anytime - just cut it flush with the caudex. Maybe put some cinnamon on it to keep it from rotting.
After your Double Purple blooms are done, I would cut the branch about 2/3 down and it will then start branching.