Peep was born in 1723. Peep's father was Jaak and his mother was Mari. He had three brothers and three sisters, named Hans, Mats, Jaan, Mari, Madli and Anu. He had a half-brother and a half-sister, named Andres and Liis. He died at the age of 41 in 1764.