Where can I find my great grandfather’s parents?

Grandfather names is Fred Green born in Mississippi about 1909-1911 in Mississippi. I can’t Fred Green  in the 1910 census. In 1920 Fred Green is listed with aunt and uncle Scott and Jonie Balfour Port Gibson, Mississippi . In the 1930s Fred Green is listed as the Balfours son but they are not his parents.