Pettman, who beat Welsh Open champion Ali Carter in round two, had never before gone beyond the last 16 in a ranking event in his 17-year career.
Pettman will now play Peter Ebdon, who beat Stephen Hendry 5-1 to maintain his bid for a return to the top 16.
Defeat means Hendry remains under pressure to maintain his elite place.
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