Removal is related to Take. Relieve is a type of Take. 
Dirt is related to Field. Field is related to Sheep. Sheep is the opposite of Goat. 
Removal <--RelatedTo--> Take <--IsA-- Relieve 
Dirt <--RelatedTo--> Field <--RelatedTo--> Sheep <--Antonym--> Goat 