I am quite sure Edward Riggs was not his father. Y DNA studies indicate common ancestry but rule out a father / son relationship.
See http://alvyray.com/Riggs/vol5/ThomasRiggs5_v6.2.pdf
There is room to doubt Robert as Thomas’s father - more supporting documentation would be nice - but it seems Edward is not possible.