Turnips are known for their round or cylindrical white or purple-skinned root bulbs and leafy green tops. Turnip roots have a mild, slightly peppery flavor. When cooked, they become tender and have a texture similar to potatoes but with a slightly sweet and earthy taste. The greens (turnip greens) are edible and have a slightly bitter flavor, similar to mustard greens or spinach.