Street is related to Walk. 
Creature is related to Life. Life is related to Oxygen. Oxygen is the opposite of Empty. 
Street <--RelatedTo--> Walk 
Creature <--RelatedTo--> Life <--RelatedTo--> Oxygen <--Antonym--> Empty 