In a saucepan, bring the water, sugar and corn syrup to a boil. Clean the sides of the pan with a wet brush to remove any sugar crystals. Cook without stirring until the mixture begins to caramelize. Add the peanuts and cook for 1 minute, stirring with a wooden spoon. Add the baking soda and stir to blend.