Why context is key in knowledge extraction?

With the advent and widespread acceptance of Knowledge Graphs amongst large enterprises, expert level knowledge has become critical for the successful rollout of any AI powered application. This requirement has made ontology development pivotal for all learning-based solutions that, necessarily, must capture and leverage the knowledge possessed by Subject Matter Experts (SME’s). If the true scope of this sea-change is to be understood, currently implemented manual processes of ontology development can never successfully contend with a massive and ever-expanding data universe.