College basketball has a royal class, an exclusive fraternity of elite programs. These are the schools whose tradition and recruiting pull are so powerful, their continued success is virtually inevitable.

Duke, of course, sits at the head of the table. Kansas and Kentucky are full-fledged members too. The question before the sport now, though, is whether another school is on the verge of joining them.

The...