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A series of 4-(((8-hydroxyquinolin-7-yl)(phenyl)methyl)amino)-1,5-dimethyl-2-phenyl-1,2-dihydro-3H-pyrazol-3-one derivatives (4a–j) were synthesized via a one-pot, three-component reaction. The reaction employed benzaldehyde derivatives (1a–j), 4-aminoantipyrine (2), and 8-hydroxyquinoline (3), using titanium dioxide nanoparticles (TiO2 NPs) as a catalyst. The TiO2 NPs, synthesized through a sol–gel method, efficiently catalyzed the transformation under mild conditions, delivering high yields in just 9 minutes at room temperature. Optimization revealed that 0.010 g of catalyst in methanol was optimal, with protic solvents outperforming aprotic and non-polar ones. The reaction progress was monitored using thin-layer chromatography (TLC), and the final products were isolated via recrystallization. A systematic study of reaction parameters confirmed TiO2 NPs as an efficient, reusable, and environmentally friendly catalyst for multicomponent organic synthesis.