Hot spring pearl is located in the southeast of Jiangjiazhai overpass. You should take the 1 bus and get off at the Workers' Group Station, then walk to the Hot Spring Pearl.
The last bus is estimated to be around Haobo Station 19:40.
I hope I can help you.