Beyzaie is the son of the poet Ne’matallah Beyzai (best known by his literary pseudonym “Zokā’i”). The celebrated poet Adib Beyzai, known as one of the most profound poets of 20th-century , is Bahram’s paternal uncle. Bahram Beyzaie’s paternal grandfather, Mirzā Mohammad-Rezā Ārāni (“Ebn Ruh”), and paternal great-grandfather, the mulla Mohammad-Faqih Ārāni (“Ruh’ol-Amin”), were also notable poets.