The Sackur-Tetrode equation is derived as the classical limit of quantum statistics, specifically through Boltzmann statistics, which accounts for particle indistinguishability. Classical thermodynamics alone cannot derive this equation without encountering issues like the Gibbs paradox, leading to incorrect entropy expressions. The derivation involves applying Stirling's approximation to the multiplicity formula for an ideal gas. While it is possible to derive the equation without a macrocanonical ensemble, the assumption of indistinguishability is crucial, introducing a factor of 1/N! that is fundamentally quantum mechanical. Thus, the Sackur-Tetrode equation highlights the limitations of classical approaches in accurately describing entropy.