Longtime is the opposite of New. New is related to Improved. Improved is a form of Improve. 
Uniform is a synonym of Flat. Flat is the opposite of Sharp. 
Longtime <--Antonym--> New <--RelatedTo--> Improved --FormOf--> Improve 
Uniform <--Synonym--> Flat <--Antonym--> Sharp 