His parents were Manuel Bustamante y Barreda, a lawyer and district attorney in Arequipa, and Victoria de Rivero y Romero.
Orang tuanya adalah Manuel Bustamante y Barreda, seorang pengacara dan jaksa di Arequipa, dan Victoria de Rivero y Romero.