Dr. Samuel Fuller, the pilgrim portrayed in the film, is an actual real life relative of the director, and was one of the first pilgrims to come across on the Mayflower.
The "Plimoth Plantation" title at the beginning of the film is not a typo, but is actually the original spelling of the modern day "Plymouth Plantation".