Elderen was born in Tongeren, the son of Guillaume, lord of Genoels-Elderen, and Elisabeth de Warnant.
Elderen's birthplace is mentioned as Tongeren, with his parents being Guillaume, lord of Genoels-Elderen, and Elisabeth de Warnant.