Visitors were 149 for 2 at the stumps as Compton and Bell remained unbeaten on 64 and 28 respectively.
Eoin Morgan and Samit Patel also hit half-centuries as the visitors hit back from 66 for 4 against the Mumbai XI on day one.
West Indies vs India, 1st Test, Day 2
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