Textual information extraction is necessary for many humanities projects. Since 2013, we have been developing “Local Gazetteers Research Tools” (LoGaRT), and its text-tagging component is designed for that purpose. This poster introduces the practical implementation of information extraction and organization in LoGaRT and discusses how this component could be applied to other corpora with consistent internal structures.