Birch Beer JNL comes from lettering spotted on a European business sign found in some stock footage that was used for an old black and white film about World War II.

The name is derived from a popular root beer-like soda sold by the Royal Castle Restaurants that were popular in Florida from the 1930s through the 1970s.