Biju Janata Dal members had staged a walk-out while NDA ally Shiv Sena did not participate in the voting.
BJP claimed close to 116 lawmakers from rival parties appeared to have voted for Kovind.
On Tuesday night, the Tamil Nadu chief minister decides that enough is enough, and throws a challenge to Chinnamma.