The foetuses, which were dumped in a pit along the Nagaur-Bikaner highway, were spotted by a labourer Sukhram who informed the police, they said.
While two foetuses are female, a medical examination is on to ascertain the gender of the third one.
The probe as to who dumped it was underway, police said.