The integration of complementary objectives into our formalism demonstrates that robust disambiguation can be achieved by considering both the local and the global context of a mention.
babelfy (Moro et al., 2014) has shown the potential of combining these two tasks in a purely knowledge-driven approach that jointly finds connections between potential word senses on a global, document level.