They do enter the jump from their blade edge or toe pick like singles skaters.
Watch the ladies' feet on the entries to the throws. You can see what edge they take off from.
Thanks, gkelly for the detailed answer. I guess I'm not paying enough attention to their skates before takeoff to notice where their blades are. I'll be sure to look next time!