Police said Gurupada Kisku, headmaster of Tentulmuri primary school in the outskirts of Kharagpur town was rescued by the police in the evening.
Kisku was in the habit of attending school drunk everyday and the villagers had in the past expressed their ire against it.
None was arrested in connection with the incident, the police added.