Vandana Katariya scored a hat-trick as India women's hockey team put themselves in the quarter-finals position after beating South Africa 4-3 in their final group game at the Tokyo Olympics on Saturday. South Africa, who had no chance to go through regardless of the match result, equalised thrice but India defended the one goal they had in the end thanks to Vandana's third goal from a penalty corner in the fourth quarter.