During the time of churning of the sea by gods and demons, there surfaced foam out of which was Shiva Linga made and set up amidst holy rites and Prana Pratistha at Rudraksyaranya, Bijayapur. It was called Pindeshwor because the linga was made out of sea nectar. Lord Shiva who was sitting invisibly at a Holy Tree, Rudraksha, came to the visibility in the form of the linga for the welfare of the world.
This holy place is situated in Sunsari district. One can have an access to Shivaloka, the adobe of Lord Shiva is s/he remembers Shiva and makes offering to the Lord Pindeshwor.