Eotaphrosphys was described in 1890 by Jean Albert Gaudry, under the initial name of "Tretosternum" ambiguum. It was subsequently redescribed and given the name "Taphrosphys" ambiguus, and was redescribed once again in 2018 and assigned the name Eotaphrosophys.