In a medium saucepan over medium high heat, cover the turnips and sweet potatoes with enough water to cover. Bring to a boil and cook until soft, about 15 to 20 minutes.
Drain; transfer to a food processor and puree.
In a saucepan over medium heat, combine the ginger, margarine, sugar, and orange peel. Allow margarine to melt and mix ingredients together well.