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The second draw in a row left both players with an identical tally on 2.5 points apiece, still shy of 5 more points in order to win the championship.
The 18-year-old Gukesh is the youngest ever challenger for the crown and had won the third game on Wednesday.
The 32-year-old Liren had won the opening game before the two played out draws in the second and fourth game.