Ntshangase, who spent four years with the NFD side, is believed to have penned a two-year contract with Bakgaga.
"Ntshangase has gone. He has signed for Baroka," Thidiela tells KickOff.com.
The Bafana Bafana international also recently attracted interest from Soweto giants Kaizer Chiefs and champions Bidvest Wits.
Ntshangase has been repeatedly linked with a PSL move over the past two years, but Lidoda Duvha were reluctant to part ways with the 24-year-old.