The song seems to clearly reference the Civil War skirmish of the Peach Orchard, one of the battles leading up to the battle at Cemetery Ridge at Gettysburg. Confederate forces under Gen.McLaw charged, in the late afternoon, into a peach orchard and routed the Union troops under Gen. Sickle, moving all the way to Cemetery Ridge, were the battle was resumed the next day.