Found it. I did a poor job of reading that roots web entry before (scanned it, instead of reading it). Take a look here:
http://listsearches.rootsweb.ancestry.com/th/read/LOWER-DELM...

Apparently, Cannon, Delaware was at first named Cannon Crossing. Interesting information given above. Google Cannon, Delaware and you've got your place. :)