There is just one thug, but he loops over and over if you don't defeat him. You have to block his attacks (RMB) which shouldn't be hard as they are very regular. After you defeat him there should be a "cutscene" like in the beginning.
I'm just stupid then and thought I'd defeated him when I instead lost, sorry.
Doesn't really change anything tho.