CEO is an effective strategy for event ontology induction that leverages widely-adopted textual data and NLP models pretrained on fairly neutral corpora. To the best of our knowledge, CEO helps understand events from all studied datasets in this paper without raising privacy issues or increasing bias in the induced event ontology.