The victim boy Ramji was yesterday punished and thrashed by the teacher Vijay Ram after he failed to correctly answer a question, police said, adding the boy later died.
"A probe has been ordered in the death of Ramji," Basic Education Minister Ram Govind Chaudhary said.
Ramji was a student of IV standard at a primary school in Nawarn village in this district.
The irate villagers also held a protest outside the school after the incident.