House is related to Cat. 
Scientific is related to Hypothesis. Hypothesis is the opposite of Fact. Fact is related to Theory. 
House <--RelatedTo--> Cat 
Scientific <--RelatedTo--> Hypothesis <--Antonym--> Fact <--RelatedTo--> Theory 