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The two players signed peace after 42 moves and are tied on 2 points each after four games of the 14-round showdown.
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 a draw in the second game.