Han Li obtained it from Zenith Yin in 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 was said that with a single pearl in your possession, one was far less likely to be interfered with by their inner demons during cultivation.