I think the lilies in the second pic are a different variety, the ones in the first pic are Asiatic, I believe. The second could be a Turks cap, or another variety of Asiatic. The lighter lily hanging down in the first pic appears to be a longiforum.
It sounds like they've had plenty of fertilizer, and look it too, from the third pic! They look extremely healthy.