The name "Raphine" was chosen in honor of James Edward Allen Gibbs (1829-1902), a local farmer who patented a novel single-thread chain-stitch sewing machine on June 2, 1857. Gibbs had named his home in the area ("Raphine Hall"), and the new railroad station ("Raphine"), after the ancient Greek word "rhaphis", meaning "needle.".[3][4] In partnership with James Willcox, Gibbs formed the Willcox & Gibbs Sewing Machine Company. Willcox & Gibbs commercial sewing machines are still made and used in the 21st century.
Nearby, the McCormick plantation[5]Walnut Grove, was the home of Cyrus McCormick (1809-1884)'s family, including parents and brothers. His father owned more than 500 acres.