The "Uncle Joe" referred to in the last verse is Confederate General Joseph E. Johnston, who was relieved of his command and replaced by General Hood during the Atlanta campaign in 1864.
This song is dedicated to my mother, Hazle Hart Rankin, whose heart is still in Texas
after 51 years in Virginia.
"The Yellow Rose of Texas"