The TempEval-3 datasets are compliant with the TimeML Annotation Guidelines (Saurı et al., 2006).
an event is defined as any linguistic mention, including verbs, nouns, adjectives and prepositional phrases, which denotes something that happens, occurs, or describes states/circumstances in which something obtains or holds true.