The brass with the cannalure in the middle is wadcutter brass.
When loaded from the factory, wadcutters are sized post-loading. IOW, the brass is primed and charged, then the bullet is inserted. Then the cartridge is sized. This is very much how a Lee Factory Crimp Die (for handgun cartridges) works.
The cannelure keeps the bullet from falling in the oversized brass.
After the first firing, the brass is not as big, and the danger of the bullet actually falling to the bottom of the brass no longer exists.
The center cannelure still IDs the brass.
Wadcutter brass is different: the inner walls do not angle in towards the center until below that cannelure. On regular brass, the inner walls are thicker just a few 10ths of an inch from the neck, and get thicker as they approach the base of the cartridge.
Because a wadcutter seats so deep in the brass, they require parallel sides on the case far deeper than regular brass. Seating a HBWC in regular brass, one runs the risk of pinching the base of the wadcutter.
There are people constantly searching for true wadcutter brass. I'm one of them. I shoot HBWC bullets, and need wadcutter brass.
Winchester wadcutter brass has the cannelure halfway down.
R-P wadcutter brass has a double cannelure, about straddling the halfway mark of the case.
Federal is a bit trickier: it has a cannelure not quite halfway down.