We propose an extension of the initial condition model T${}_{\mathrm{\text{R}}}$ENTo for sampling the number of partons inside the nucleons that participate in a heavy-ion collision. This sampling method is based on parton distribution functions (PDFs) and therefore has a natural dependence on the momentum transferred in the collision and the scale being probed during the collision. We examine the resulting distributions and their dependence on the momentum transfer. Additionally, we explore the sensitivity of different observables on the number of partons using the T${}_{\mathrm{\text{R}}}$ENTo framework and the estimators available therein for final-state observables.