I would certainly believe she was elibible. For example, Tennessee allowed pensions for veterans, widows  and coloreds.
The Mississippi State Archives in Jackson, I know, have an index of Pension applications.
I would believe they would also have application papers.
i visited there some 9 years ago and am unsure of their holdings.