Peethampur City Superintendent of Police (CSP) D K Tiwari said five labourers were digging the soil at a mine in village Baxana when the incident occurred.
Two persons identified as Deepak Chowdhary, 14, and Bandiya Bhil, 25, died while three others including a woman injured in the incident, Tiwari said.
He said that the injured were admitted to a hospital.
"A case has been registered and further investigations are underway," he added.
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