SDPO, Rampurhat, Koteswar Rao said the woman lodged a complaint with the police about being beaten up by the trio who blamed her for having relations with a boy from another community.
"A woman has lodged a complaint and our officers have been ordered to probe the allegation," Rao said.
The woman did not speak to media.