Like is related to Pretty. Pretty is related to Attractive. Attractive is the opposite of Ugly. 
you are likely to find Battery in/at/on Car. Car is related to Detail. 
Like <--RelatedTo--> Pretty <--RelatedTo--> Attractive <--Antonym--> Ugly 
Battery --AtLocation--> Car <--RelatedTo--> Detail 