 Percy Crosby was born in Brooklyn, New York, prior to the 1898 incorporation of the five boroughs of New York City.He grew up in Richmond Hill, in what would be the borough of Queens but at the time was considered part of Long Island.His father, Thomas Francis Crosby, the son of Catholic immigrants from County Louth, Ireland, was an amateur painter who ran an art supply business.