Although it's unusual, two separate families sharing one house CAN at times both claim Head of Household. It would depend on the specific facts and circumstances of each case.
Refer to the following link for more information and to determine if your situation applies: https://www.irs.gov/pub/irs-wd/1998-041.pdf
