Tomar officially bowed when Lebedev was beaten 1-6 in his next encounter against Sabzali Hassan Rahimi of Iran.
Sandeep first conceded a penalty point for his passivity and the Russian World Champion defended well as the Indian did not succeed in his attempt to get an ankle hold.
In the process, Lebedev got a couple of technical points, getting better of the Asian Championship gold medallist.
The first three-minute period saw the Russian leading 3-0. Tomar was more purposeful in the second period as he pushed Lebedev out to get a point and then finally got a single ankle hold right to reduce the margin to 3-5.
The only wrestler left in the fray in London Olympics bronze medallist Yogeshwar Dutt.
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