Why does the system return incorrect results when I attempt to find Constituents who have not given to a particular solicitation, campaign, fund etc or who have not attended a particular event?

No matter how I create my query,  the system returns Constituents who have given gifts or attended an event even though my query clearly states Solicitation or Event is NOT equal to  XXXXX.