Cook potatoes in a large saucepan in boiling water to cover 25 to 30 minutes or until tender; drain and cool. Cut into thin slices.
Whisk together vinegar, mustard, and salt in a large bowl. Whisk in olive oil until blended. Add potato, bell pepper, and green onions, tossing gently to coat.