The BJP on Sunday decided to join hands with the United Peoples' Party Liberal (UPPL) and the Gana Suraksha Party (GSP) to jointly form the next Bodoland Territorial Council (BTC) after the just concluded polls resulted in a hung House, Assam Chief Minister Sarbananda Sonowal said.