Cook potatoes, covered in boiling water, 10 minutes, or until tender; drain well and cool.
In a large bowl, combine potatoes, bell pepper and onion.
In a small bowl, whisk together remaining ingredients. Pour over potato mixture, tossing gently to coat. Cover and refrigerate.