A senior police officer said the forces dug up the detonators, placed under a culvert, and the firearm, lying nearby, during the raid.
Some wood cutters had tipped off the police after seeing wire jutting out of a culvert.
The officer said it was too premature to say if the detonators were in any way related to any plan to disrupt the assembly elections slated next month.