Recent work has highlighted the complicated and distinctive dynamics that shape the signal observed during an irregularly-spaced train of spin echoes. Here, we use those signals as codes that allows us to identify mixtures of molecules that are too similar to distinguish by standard spectroscopy. Extensions to water based systems, where relaxation mechanisms are the primary driver of signal dynamics, will also be presented.