Actually Standard Time came about about 15-20 years earlier. Up until that point every town was on its own, so 12PM in one town could be different from another two miles away. Check out Botkins' Treasury of Railroad Folklore for the story. If it isn't there it will be in Freeman Hubbards Railroad Avenue.
Mark Ross