Thanks for looking this up for me, I really appreciate it!
With such a short service, it's kind of surprising that she remembered the Colonel's name some thirty years later. His enlistment in Rankin County fits very well with the 1860 census listing in next-door Scott County. I think you've found my guy.
Have a good weekend,
Scott