purple anise purp·lea·nise uncommon noun 1. small shrubby tree with purple flowers; found in wet soils of southeastern United States Synonymspurple aniseIllicium floridanum Related words Broader terms anise tree Parts Illicium WordNet 2.1 (Princeton University). WordNet 2.1 Copyright Princeton University. All rights reserved.