Sift together flour, cream of tarter, baking soda, nutmeg, and cinnamon in a bowl; set aside. Beat the butter and sugar with an electric mixer in a large bowl until smooth. Add the eggs one at a time, allowing each egg to blend into the butter mixture before adding the next. Beat in the vanilla with the last egg. Mix in the flour mixture until just incorporated. Cover and refrigerate dough overnight.