The Swiss club were behind 2-1 (3-2 on aggregate) with 20 minutes remaining before Chipperfield tucked one away, giving them newfound hope.
The match was rounded off with two late goals from Serbian striker Ivan Ergic giving Basel a 4-2 win on the night and a 5-3 overall victory.