When Frank Bancroft Pulsifer was born on 15 October 1868, in Lakewood Township, Ocean County, New Jersey, United States, his father, Franklin Elijah Pulsifer, was 34 and his mother, Arvilla Elizabeth Bancroft, was 31. He married Annie Eva Hodges in 1890, in Lakewood Township, Ocean County, New Jersey, United States. They were the parents of at least 3 sons and 3 daughters. He lived in Missoula, Missoula, Montana, United States in 1910. He died on 6 February 1954, in Lakewood Township, Ocean County, New Jersey, United States, at the age of 85, and was buried in Lakewood Township, Ocean County, New Jersey, United States.