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Franklin Orris Ayers is the son of Orris J. Ayers (1836-1910) and Emeline Coraline Ladd (1848-1915). His siblings were Charles Fedrick Ayers (1883-1944), Walter Justin Ayers (1879-1956), William Lewis Ayers (1866-1944), Albert Allen Ayers, Maybelle Maud Ayers, Cassius Ulysses Ayers.