Motivated by the possibility of obtaining a trimerized optical lattice, such as a kagome lattice, experimentally by employing counter propagating laser beams, we investigate the phase diagram of correlated bosons in a tripartite lattice in presence of harmonic confinement. The extended Bose Hubbard model is solved via the standard mean field technique in presence of a trapping potential. The phase diagram thus obtained yields phase transitions between compressible and incompressible phases. There are distinct signatures of superfluid, insulating, density ordered and supersolid phases as one moves away from the trap center. Exciting possibility of realizing both first and second order phase transitions, as one navigates through the phase diagram, is discussed.