I don't recall there being any restaurants "nearby" the park, but there's a few on Capitol Hill near the Capitol Building. Hawk and Dove comes to mind on Pennsylvania Ave. near 4th street. Great pub food.
we'll figure something out. our hotel is in Silver Springs, so maybe we'll eat lunch in that area before going to the ballpark.