The police said that all five were arrested last night.
Today a local court, where they were produced, sent two of them to police custody while three others were remanded to judicial custody.
The Inspector-General (western range), Siddhinath Gupta, during the day went to meet the injured OC Prosenjit Datta at Suri Sadar Hospital.
Meanwhile, a team of local BJP leaders was today stopped by the police from entering Chowmandalpur village where the attack took place on the ground of prohibitory orders under section 144 CrPC being imposed there.
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"They were barred from entering into the village as the prohibitory orders under CrPC 144 were imposed in the village," Additional Superintendent of Police Ananda Roy said.
Mondal, BJP team leader, alleged that the administration hurriedly imposed the prohibitory orders to prevent them from entering the village.
He said that BJP leaders would sit in a dharna in front of the office of Superintendent of Police at Suri soon.