Some villagers noticed it and informed Municipal Councillor Daljeet Singh Bhatia, who then brought it to the notice of police.
Sikh devotees gathered the pages in a piece of cloth and put them in Gurudwara Manji Sahib, police said.
Akali leaders Sukhdev Singh Gobindarh and Ajeet Singh Sounda rushed to the spot on receiving information about the incident and demanded that a case be registered in this regard.
Police said the matter is being probed and action would be taken against those found involved in it.