Knowledge in the world continuously evolves, and ontologies are largely incomplete. We propose a method and a tool for discovering emerging entities by extracting them from social media. Once instrumented by experts through very simple initialization, the method is capable of finding emerging entities; we propose a mixed syntactic + semantic method.