Deepak lost his quarterfinal bout to Iran's Afshin Nemat Byabangard 1-3 in 71kg but still made it to the bronze medal play-off as the Iranian reached the gold medal round.
Anil Kumar also faced a similar fate during the quarterfinals of 85kg, going down to Japan's Atsushi Matsumoto 0-7, but was fortunate to enter the bronze medal round after the Japanese grappler ensured a place in the gold medal round.
In women's 63kg category, Ritu defeated Min-Wen Hou of Taipei 5-4 to storm into the semifinal but subsequently lost to Battsetseg Soronzonbold of Mongolia 2-12 by fall verdict.
Owing to Soronzonbold making the gold medal round, Ritu will now fight for a bronze medal when she faces Jinyoung Hang of Korea later in the evening.
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Another Greco-Roman and woman wrestler in the fray today -- Gyanender (59kg) and Jyoti (75kg) -- bowed out of the tournament after losing their respective bouts early.
Jyoti lost her semifinal bout to Masako Furuichi of Japan 0-10. However, she had cleared the qualification round earlier by outplaying Seoyeon Jeong of Korea 5-1.