In a model of hadrons in which the hadron wave function at low Q^2 is represented by a hadron-like Fock state expansion, we calculate the π and K parton distribution functions by comparing to experimental data. We show that the model gives an accurate description of available data and, in addition, gives a clear prediction of the initial flavors to be considered at the low Q^2 scale where perturbative evolution starts