The shrine was allegedly damaged by some miscreants with an earthmoving machine on the night of September 10, police said.
The protesters headed by S S Bawa, President Local Traders Union and L R Sodhi, General Secretary National Vyopar Mandal today took out a protest march here.
The district administration tried to pacify the agitators, who were seeking registration of FIR in the matter.
Last night, a former Punjab minister Sucha Singh Langah also held parleys with the warring groups to resolve the issue.
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The local MLA Ashwani Sharma today appealed to people to stay calm.
Deputy Commissioner Sukhwinder Singh said a committee has been formed to enquire the matter within four days.
Police have deployed security personnel in strength to prevent any untoward incident around the Mission road area.