A series of new three-dimensional (3D) d−f heterometallic coordination polymers, namely, [LnM(μ 5 -PyIDC)(μ 2 -INIC)(μ 3 -INIC)]•x-H 2 O [Ln = Sm, M = Co, x = 3 (1); Ln = Sm, M = Ni, x = 1 (2); Ln = Eu, M = Co, x = 3 (3); Ln = Eu, M = Cd, x = 3 (4); Ln = Eu, M = Zn, x = 3 (5); Ln = Gd, M = Co, x = 3 (6); Ln = Gd, M = Cd, x = 3 (7); Ln = Tb, M = Co, x = 3 (8); Ln = Tb, M = Cd, x = 2 (9); Ln = Tb, M = Zn, x = 3 (10); H 3 PyIDC = 2-(pyridine-3-yl)-1H-4,5-imidazoledicarboxylic acid; HINIC = isonicotinic acid], have been successfully synthesized under hydrothermal conditions and structurally characterized. All the complexes are isostructural and exhibit novel 3D pillar-layered coordination frameworks constructed by the linkages of 2D heterometallic layers and INIC − pillars. Topological analysis indicates that those complexes possess a rare uninodal 10-connected bct topology based on planar hexanuclear heterometallic [Ln 2 M 4 (PyIDC) 2 ] second building units. To the best of our knowledge, complexes 1−10 represent examples of 3D lanthanide−transition heterometal−organic coordination polymers with highly connected bct networks. Moreover, the luminescence properties of complexes 3−5 and 7−10 and the magnetic properties of 6−8 were also investigated.