Place all ingredients in a crockpot set on high heat. Break the ground chuck apart and mix well. Cook on low for 4 hours, covered, stirring occasionally.
4 pounds ground chuck, ¼ cup water, 16 ounces taco sauce, 6 tablespoons taco seasoning, 1½ teaspoons granulated sugar