Department is related to Depart. Depart is the opposite of Arrival. Arrival is related to Coming. 
Theme is related to Fashion. Dimension is a type of Fashion. 
Department <--RelatedTo--> Depart <--Antonym--> Arrival <--RelatedTo--> Coming 
Theme <--RelatedTo--> Fashion <--IsA-- Dimension 