you are likely to find Towel in/at/on Roof. you are likely to find Leaf in/at/on Roof. 
Large is the opposite of Little. Little is related to Piece. 
Towel --AtLocation--> Roof <--AtLocation-- Leaf 
Large <--Antonym--> Little <--RelatedTo--> Piece 