I've noticed if you submit two openids in the course of a few minutes the previous openid request is reused resulting in replaying the last login rather than generating a new request. (This behavior happened while I was creating new users on my website using localhost.)
After some research apparently it was the openid javascript selector I was using. The plugin works just fine. (Sorry)