Evidence is derived from Evident. Evident is a synonym of Obvious. Obvious is the opposite of Surprise. Surprise is related to Celebration. 
Base is a synonym of Dirty. 
Evidence --DerivedFrom--> Evident <--Synonym--> Obvious <--Antonym--> Surprise <--RelatedTo--> Celebration 
Base <--Synonym--> Dirty 