Jamie:
Katie Johns filed a CS Widow's Pension Application in 1923 in Lincoln (grrrrr) County, Mississippi. She said that her husband was William Thomas Johns. She did not specify her husband's unit.
I don't find him listed in MS CS Graves Registrations.
Hope this helps! -- Jim Huffman, Gainesville Vols