A new coordination polymer based on the 4-(2,2′;6′,2″-tripyridyl)-4′-1,2-phenyl dicarboxylic acid (H 2 tbda), namely, [Zn (tbda)] n (1), features a onedimensional binuclear chain structure and exhibits the excellent luminescence in pH range of 3-12 in aqueous solution. Particularly, compound 1 shows the remarkable selectivity, anti-interference, and recyclability for sensing Cr (III) ion through the fluorescence enhancement. Meanwhile, compound 1 can also serve as a sensor for detecting the trace amounts of Cr (VI) ion and 2,4,6trinitrophenol (TNP) with high selectivity and recyclability through the fluorescence quenching effect. Furthermore, the detection mechanisms of compound 1 as a fluorescence sensor for different analytes have been explored in detail.