Hawking’s area theorem states that the total event-horizon area of classical black holes (BHs) can never decrease. Existing gravitational-wave tests analyze single loud events (GW150914, GW230814, GW250114) and therefore certify the law only for the specific mergers observed. Here we perform the {\it first} population-level test, exploiting the recent decomposition of the GWTC-5 BBHs into a low-spin subpopulation of stellar-collapse origin and a high-spin subpopulation formed through hierarchical mergers of the former. If the high-spin BHs are merger remnants (i.e., second-generation BHs), the area law requires their horizon areas to statistically exceed the total pre-merger areas of the low-spin binaries. Using inspiral-only parameter estimation for 241 events, independent of merger-ringdown modeling, we find that both peaks in the horizon-area distribution of second-generation BHs lie above their first-generation counterparts, with probabilities of () and (), respectively. The area law thus holds statistically for the quasicircular, moderately spinning mergers that dominate current catalogs, which in turn underpins the robustness of our classification of stellar-collapse and hierarchical-merger BHs.

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