Place the potato slices in a medium size pot, add water and a pinch of salt and bring to a boil.
Lower the heat just enough to prevent the water from splashing and continue cooking the potatoes until tender, but not too soft (about 15 minutes). Drain and cool off.
Mix the rest of the ingredients in a bowl and set aside for 5 minutes.