Context. We also know dates and times - more or less at least, there may be some conversion to UTC if necessary - as well as other information about the event - categories, locations etc.

On occasion there are false positives, in which case Our algorithm is the Borg. They will be assimilated. Their grammatical and syntactical distinctiveness will be added to our own. Resistance is futile.