Heat oil in a dutch oven over medium heat.
Cook, stirring often, 30 minutes or until caramelized.
Stir in vinegar and pepper.
Remove from heat, cool slightly.
Split rolls in half.
Spread tops and bottoms of rolls with the horseradish spread.
Place roast beef on bottoms of rolls.
Top beef with caramelized onions.
Cover with tops.