Han Li obtained it from Man Huziin the Heavenvoid Hall.
The Nascent Soul eccentric wanted him to survive the Inner Hall’s trials to use his Bloodjade Spider to obtain the Heavenvoid Cauldron.
It is covered in silver Qilin scales and appear quite heavy.