Plain is the opposite of Beautiful. Beautiful is related to Rose. 
Work is a different concept from Exercise. you are likely to find Exercise in/at/on Gym. Gym is related to Fitness. 
Plain <--Antonym--> Beautiful <--RelatedTo--> Rose 
Work <--DistinctFrom--> Exercise --AtLocation--> Gym <--RelatedTo--> Fitness 