The Bharhut site in Madhya Pradesh, India, is a historically significant location primarily famous for its ancient Buddhist structures.
Excavations at Bharhut have revealed remnants of a major Buddhist complex. The most prominent and defining feature of the site is its large, early Buddhist stupa.
Given its archaeological findings, the Bharhut site is overwhelmingly associated with its magnificent stupa, making it the correct answer regarding its fame.