The story
Likely dates to the 17th century Anglo-Dutch wars, along with other uncomplimentary terms for the Dutch.
Etymology from Wiktionary, CC BY-SA 4.0.
I'm a Dutchman
Today it means: Statement said after describing or hearing something obviously false, or as an impossible alternative to something that is sure to happen. Full definition →