Are you sure it's stained? Red oak ages to a medium gold color.
See this photo, which is red oak with only poly, no stain:

http://www.delorie.com/wood/projects...dining0001.png

Red oak freshly cut is a pinkish color. With one exception, all the
red oak furniture in my house is finished with poly and time, no
stain.