The mishaps took place at separate places in the district, including at Buttar Kalan village and Sadhuwala village, police said.
The deceased have been identified as Jaswinder Singh, Avtar Singh and Paramjit Singh.
All the mishaps took place on Wednesday and involved motorcycles.