Officers forced entry to a residential address at Golden Mile House in Clayponds Lane following concerns for the welfare of the occupants.
Inside, they found the bodies of 36-year-old Poorna Kaameshwari Sivaraj, and her son, three-year-old Kailash Kuha Raj.
They also found a 42-year-old man suffering stab injuries.