In the early 1840s, the village of Yellow Creek was established in southwest Stephenson County, Illinois on a creek also named Yellow Creek.
In 1892, the village was renamed "Pearl City" when, a few years earlier, a young man named Daniel Ditzler found a number of fresh water pearls in the creek.