Timbuktu

In the words of Wikipedia: Timbuktu is "situated 20 km (12 mi) north of the Niger River."

As a glance at Bing Maps will confirm, other built-up areas closer to the river have their own names, and cannot in fairness be considered as part of Timbuktu.