If you want to pull structured event knowledge out of plain text, you usually start with two questions: what happened? and why did it happen? The first question is the job of event detection, the second is the job of causality identification.
Source: [Dev.to](https://dev.to/jhagerer/training-free-event-detection-and-causality-identification-4o9h)