Three new 3D isostructural lanthanide MOFs, {[Ln(L)1.5(H2O)2]⋅2H2O⋅2DMF}n (Ln=Gd, Dy and Eu, H2L=4‐(2‐carboxyvinyl)benzoic acid)), were obtained by solvothermal reaction. The three complexes are topologically expressed as the trinodal (2,4,5)‐connected nets. The thermogravimetric analysis showed that the three complexes maintained favorable thermal stability at 425 °C. Further, the fluorescence detection tests showed that Eu‐MOF had excellent recognition ability to Fe3+ and small organic nitrobenzene in DMF and other different mixed solutions, with stable crystal skeleton revealed by PXRD date. In addition, the result of the magnetic testing showed that Dy‐MOF had antiferromagnetic properties at 1000 Oe.