Abstract High‐entropy alloys (HEAs) made up of multiple metallic elements have gained attention for their excellent electrocatalytic performance. However, their application in the field of nitrogen (N 2 ) oxidation reaction (NOR) remains underexplored. In this study, a “pomegranate‐like” carbon embedded with ultrafine AuPdPtRhIr HEA (HEA@C) is synthesized using a polymer‐confined pyrolysis strategy. Molecular dynamics (MD) simulations show that small‐sized metal nanoparticles formed by the confinement of polyvinyl alcohol (PVA) during the hydrothermal process can easily form a single‐phase HEA through a thermodynamically‐driven solid‐phase diffusion process during subsequent pyrolysis. Additionally, a porous carbon layer which in situ converted from the PVA shell can effectively inhibit the agglomeration of HEA nanoparticles and confine the surrounding N 2 . Experimentally, the HEA@C nanohybrid demonstrates a satisfactory NO 3 − yield rate of 23.8 µg h −1 mg cat. −1 and a high Faraday efficiency of 13.8% for the NOR process. By using operando Fourier Transform Infrared spectroscopy, online differential electrochemical mass spectrometry (DEMS), and density functional theory calculations, potential efficient active sites (Rh–Ir–o) and pathways for the electrochemical conversion of inert N 2 to NO 3 − are revealed. This research provides an effective strategy for producing highly dispersed ultrafine HEA nanoparticles, showing a wide range of applications in advanced electrocatalysis.