Village is related to Chief. Chief is related to Indian. 
Best is a different concept from Average. Average is the opposite of Extraordinary. 
Village <--RelatedTo--> Chief <--RelatedTo--> Indian 
Best <--DistinctFrom--> Average <--Antonym--> Extraordinary 