French Fries

According to Wikipedia:

French Fries were probably originated in Belgium. The name comes from the cooking term "to French" which means to cut food into strips, hence they are "Frenched and fried".

Here they gave a list of common misconceptions:

http://en.wikipedia.org/wiki/List_of_misconceptions