The series of fourteen isostructural [Cu(cyclam)]2[{Cu(cyclam)}4{(α-GeW11O39)Ln(H2O)(OAc)}2]•18H2O (1-Ln, Ln = La to Lu; cyclam = 1,4,8,11-tetraazacyclotetradecane) polyoxometalate-based hybrids reported herein represent: (i) the first example of a 2-dimensional covalent hybrid lattice involving the [{(α-XW11O39)Ln(H2O)(OAc)}2] narchetype; and (ii) the first structural characterization of such dimeric polyoxotungste for Ln = La and Pr, as well as for the combination of X = Ge and Ln = Ce, Nd, Sm or Lu. Compounds 1-Ln have been characterized by elemental analyses, infrared spectroscopy and thermogravimetry, and their thermo-structural behavior has been monitored by powder and single-crystal X-ray diffraction. The title compounds undergo two single-crystal-to-single-crystal transformations triggered by thermal dehydration to lead to the [{Cu(cyclam)}6{(α-GeW11O39)Ln(H2O)(OAc)}2]•4H2O intermediate (2-Ln, Ln = Eu, Er) and [Cu(cyclam)]0.5[{Cu(cyclam)}5.5{(α-GeW11O39)Ln(OAc)}2] (3-Ln, Ln = Ce, Eu) final anhydrous phases, the latter evidencing a coordinatively unsaturated derivative of the dimeric archetype for the first time. These transitions involve formation and disruption of Cu-OPOM bonds that result in different {Cu(cyclam)} 2+ moieties grafting at and releasing from Keggin surfaces, which reduces the dimensionality of 1-Ln to 1-dimensional covalent assemblies for 2-Ln and 3-Ln. While all 3-Ln phases rehydrate fully upon exposure to air for 24 h, the kinetics governing the crystal transitions back toward 1-Ln through 2-Ln depend on the nature of Ln. Under ambient moisture, the anhydrous structures fully revert back to the parent framework for Ln = La-to-Sm, while the Eu-to-Lu-containing samples afford mixtures of 1-Ln and 2-Ln and require immersion in water for the structural reversion to be completed. Single-crystal X-ray diffraction analyses on the rehydrated 1R-Ln samples (Ln = Ce, Eu and Er) support these observations.