Boil the black beans in plenty of water until tender. This could take 45 minutes. Drain in a colander and rinse with cold water. Mix beans, peppers and onion in a large bowl. In a separate, smaller bowl, whisk the remaining ingredients into a vinaigrette. Pour the vinaigrette over the bean mixture, and toss well.
Add salt and black pepper to taste.