Why do they call these provinces "Chevy Chase"? And what does it all mean?

Update: The one in Washington, D.C. and the one in Maryland... They're both named Chevy Chase. And... there's a comedian named Cornelius Chase given a stage-name in honor of both of them? Why? What's the connection--of all of it?
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