The book "Cauley Chronicles" by Scott Smith has this on Genie Cauley:

Genie Cauley (1904-12 Dec 1963) married Houston B. Pelham. From about 1940, they made their home in Montgomery, where Genie Cauley Pelham was a member of the Calvary Assembly of God Church. She is buried in the Montgomery Memorial Cemetery.
According to her obituary, Genie Cauley and Houston B. Pelham were the parents of three children:
a. Bobby Pelham, who was living in Phenix City, AL in 1963.
b. B. W. Pelham, who was living in Montgomery, AL in 1963
c. Patsy Pelham, who was also living in Montgomery, AL in 1963.

Genie Cauley's parents were John Henry Cauley and Lucy Ann Jones. She had 6 other siblings and her father had three children by his second marriage.