The elephant had strayed from the jungles and got stuck in an agricultural pond, containing slush and water, they said.
The officials brought a Kumki (trained elephant) and an earthmover and after toiling for some five hours, brought out the pachyderm.
The elephant then proceeded into the forests on its own, sources added.