Construction is related to Structure. Structure is a synonym of Formation. Formation is related to Rock. 
Empire is related to Bad. People can be Bad. 
Construction <--RelatedTo--> Structure <--Synonym--> Formation <--RelatedTo--> Rock 
Empire <--RelatedTo--> Bad <--HasProperty-- People 