Steam beans, covered, 6 minutes or until crisp-tender. Rinse beans with cold water; drain. Chill.
Combine beans, watercress, and radishes in a large bowl; toss gently. Combine oil and remaining ingredients in a small bowl, stirring well with a whisk. Drizzle vinegar mixture over watercress mixture; toss gently. Serve immediately.