you are likely to find Creature in/at/on Movie. Creature is related to Ugly. Ugly is the opposite of Handsome. 
Rock is related to Ground. 
Movie <--AtLocation-- Creature <--RelatedTo--> Ugly <--Antonym--> Handsome 
Rock <--RelatedTo--> Ground 