Getting shipbuilding 1 before hitting the event will raise capital tech level to 2 when the event fires, so there's some extra boats to be had by picking it up.
It'll also save you around a hundred military tech points, as well as start the spread of shipbuilding 2.
The building won't upgrade though, so i wouldn't actually build it, I'd just wait for the event.