Beef is a type of Cattle. Beef is the opposite of Chicken. Chicken can Pet. Mouse can Pet. 
Base is part of Box. Box is the opposite of Ball. Ball is a synonym of Chunk. 
Cattle <--IsA-- Beef <--Antonym--> Chicken --CapableOf--> Pet <--CapableOf-- Mouse 
Base --PartOf--> Box <--Antonym--> Ball <--Synonym--> Chunk 