In the U.S. Southwest, large pithouse sites are often referred to as “villages,” implying a continuous settlement of contemporary households. But determining pithouse contemporaneity at these sites is challenging, even when relying on radiocarbon dates. Using a Bayesian chronological framework, I examine the overall chronology and occupational histories of individual pithouses at Mogollon Village (LA 11568), a large pithouse site in western New Mexico. The results presented here suggest Mogollon Village occupation began at least by cal AD 5–130 and ended around cal AD 895–990. The modeled dates suggest only a few pithouses were inhabited at any given time throughout the site's occupation. Given these findings, Mogollon Village is best understood as a persistent place—a place of repeated, transient occupation—rather than a village. This study demonstrates that Bayesian modeling can be used to reassess an existing chronological framework, shed light on the contemporaneity of structures at a site, and change our understanding of a site's nature.