Place potatoes in a pot and cover with water. Heat on medium (do not boil) until potatoes can be pierced with a fork (not falling apart).
Strain potatoes and place on a cooking sheet to cool for 10 minutes. While potatoes are cooling, place other ingredients in a large mixing bowl and stir together.
Add potatoes and mix together again. Place in the refrigerator to chill. Serve cold.