Bring water and beans to a boil. Reduce heat and simmer, covered for about an hour, or until beans are tender. Salt to taste.

Add remaining ingredients and simmer, covered for about another hour, or until vegetables are tender and soup is desired consistency. Remove thyme sprig before serving or storing.