The ( vs. ) relationship is an important criterion for screening explosions from earthquakes and has been widely adopted in seismological monitoring by the Comprehensive Nuclear‐Test‐Ban Treaty Organization. In general, the earthquakes have larger than the underground explosions with equivalent . However, it has been reported that this recognition criterion failed to identify some explosions at the North Korea nuclear test site. In this study, we investigate the potential effects of secondary source components, including the compensated linear vector dipole (CLVD) and double‐couple (DC) sources, on and magnitude measurements and the physical mechanism of the recognition criterion by calculating synthetic seismograms. The results show an apparent critical body‐wave magnitude of 5 when using the method to discriminate North Korean underground nuclear explosions. The measurements decrease as the CLVD components increase, whereas the effects from the DC source can be neglected. Small events, such as the first five North Korean nuclear tests, generate weak CLVD components, leading to the failure of ‐based discrimination, whereas the last event, with a larger magnitude, caused extensive damage and hence can be successfully discriminated. In addition, the large difference between the source spectrum of explosions and those of earthquakes might be another important factor in the successful ‐based discrimination of the sixth North Korean nuclear test.