Until these beauties bloomed I had assumed they were showy orchids. Surprise! They are Lilyleaf Twayblades... Liparis Liliifolia.
The leaves on this one are a little smaller than my hand. They are located on the north slope of Whites Creek Gorge in Rhea County. The pictures are from this morning.