In [7] Oprea gave an improved version of Chen's inequality for Lagrangian submanifolds of CPn(4). For minimal submanifolds this inequality coincides with a previous version proved in [5]. We consider here those non-minimal 3-dimensional Lagrangian submanifolds in CP3(4) attaining at all points equality in the improved Chen inequality. We show how all such submanifolds may be obtained starting from a minimal Lagrangian surface in CP2(4).