Word of God says the series is set in a 1740s-ish period. But, this doesn't Hand Wave everything.
- Pirates of the Caribbean: The Curse of the Black Pearl
- Pirates of the Caribbean: Dead Man's Chest
- Pirates of the Caribbean: At World's End
- Pirates of the Caribbean: On Stranger Tides
- Pirates of the Caribbean: Dead Men Tell No Tales