Speaking only for myself, when I see an arrow such as the one concerning the loss of a proton by nitrogen, I interpret that as a proton lost to solvent. Some reactions are subject to general-base catalysis, but not all reactions are sped up in this way. The concept of general acid or general base catalysis is not something that I have seen taught in introductory organic classes, but it might come up in more advanced classes.