Here is Geneva with her parents and siblings in the 1930 census in Arkansas:
"United States Census, 1930," database with images, FamilySearch (https://www.familysearch.org/ark:/61903/1:1:XMLJ-X7T : accessed 12 June 2021), Geneva Bolden, Spring, Lincoln, Arkansas, United States; citing enumeration district (ED) ED 21, sheet , line , family , NARA microfilm publication T626 (Washington D.C.: National Archives and Records Administration, 2002), roll ; FHL microfilm .
According to that census her father’s parents were born in Arkansas and Mississippi. James was living with his parents Lee and Alice Bolen in Spring, Arkansas, not Indian Territory, in 1900.