Please let me know if you've had a similar issue over rougher roads. The seat back doesn't clip into a lock mode when pushing it all the way back - so it rattles - below it are the jack components which are secure.
You likely have, but make sure the latch is not already closed when you try to close it. Also both seats have to be closed pretty hard to get them to latch. Maybe give it a bit harder shove?