Acknowledging the inherent risks of flexibility and simultaneous work on structure and data addition, we are actively developing queries and processes to automatically flag and correct inconsistencies. In the context of such a collaborative research project involving individuals from diverse scientific domains and varying levels of programming experience, working within the RDF framework has proven well-suited to achieve our objectives.