This document discusses an ontology proposal for clinical practice justification in natural language. It presents an ontology for general clinical practice (OGCP) that was developed using several foundational ontologies from the OBO Foundry. An acquisition flowchart is described for automatically populating the OGCP by extracting clinical concepts from electronic health records using natural language processing. The populated ontology can then be used to provide clinical justifications and recommendations to users in a controlled natural language format.