In all of the options you provided, driving would be the gerund.
I believe the correct answer would be him.It would make more sense than His knowing the combination to the lock came in handy. and Him <span>knowing the combination to the lock came in handy.
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Last nights dinner caused me great satisfaction.
Grandma often challenges Jacob or C.) ME to a game of chess