Coconut Bean Soup Recipe?There is no one recipe for coconut bean soup, as the ingredients and methods of preparation can vary greatly. However, many recipes for this soup do call for the use of coconut milk and beans as the base, with other ingredients such as vegetables, spices, and meat added to taste.