Clara Doerfel was born on Sunday, January 11, 1874 in Folsom, Atlantic County, New Jersey. She was the daughter of Dorothea (Rehmann) and Julius Doerfel.

In the 1880 census, she was living with her parents and siblings at 524 Second Street, Philadelphia.