Ichthyologists James S. Albert and William G.R. Crampton described P. amazonensis in 2006, in the scientific journal Ichthyological Exploration of Freshwaters; the type specimen is a 12 cms long fish caught near the municipality of Alvarães in the Brazilian state of Amazonas.