Bring water and salt to a boil in a stockpot. Add beans. Reduce heat, and simmer 15 minutes or until beans are tender. Drain.
Combine lemon juice and remaining ingredients in a small bowl; stir well with a whisk. Combine juice mixture and beans, tossing to coat. Serve at room temperature or chilled.