This is where they keep the pegasi.

The Demeter cabin is in charge of the lessons but Aphrodite's cabin helps every now and then.
Every few times, some demigod(s) would take pegasi lessons from one of the other demigods from Aphrodite's cabin.

It is also shown that Chiron does not like them very much.