Boil potatoes until tender. Rinse with cold water and set aside to cool completely.
Place cooled potatoes in a bowl. Add cucumber, olives, onion and chervil.
In a separate bowl add yogurt, red wine vinegar, cinnamon, nutmeg, salt and paprika. Mix well and pour over potato mixture. Stir until well coated. Chill and serve.