Contestant in the penultimate round of a tournament (12)
I believe the answer is:
semifinalist
(Other definitions for semifinalist that I've seen before include "One of last four in knockout competition" , "One in last four of a contest" , "Contestant among the last four" , "One of last four left in competition" .)