Reduce is related to Lower. Lower is the opposite of Increase. 
Chaos is related to Disorder. Confusion is a type of Disorder. Confusion is a synonym of Mess. 
Reduce <--RelatedTo--> Lower <--Antonym--> Increase 
Chaos <--RelatedTo--> Disorder <--IsA-- Confusion <--Synonym--> Mess 