CUT 1 egg crosswise in half; reserve 1 half for garnish. Chop remaining eggs.
MIX mayo and mustard in large bowl. Add potatoes, chopped eggs, celery, peas, onions and pepper; mix lightly. Cut reserved egg half into thin slices; arrange on top of salad. Cover.
REFRIGERATE 3 hours or until chilled.