The text following the vertical bar/pipe is the formatting argument; so {eventTime|hh:mm:ss} returns hours:minutes:seconds, but you could just as easily reformat to {eventTime|yyyy-MM-dd hh:mm:ss}
I’m pretty confident that formatting is evaluated the same way as the dateFormat expression function @Mr.K001 mentioned - so you can use the same format strings described in the manual.