The incident happened in village Adaltpur when the victims were returning from Kalanaur last night after taking part in an election meeting.
Dharam Singh, aged 25, Josh Masih (17) and Shera Masih (18) were electrocuted and five, who suffered severe burns, were hospitalised, police said.