I believe you're correct. I failed to review his records as I found out he was appointed Captain June 11, 1862.

He did however, receive a gunshot wound being admitted to the hospital in Culpepper September 25, 1862 with a gunshot wound.

Stallings most likely remembered him as a Lieutenant.