The multiple mortise‐and‐tenon joint parts are the core factors to provide the structural stability and diversity of Chinese Luban locks, however, constructing such structures is very challenging. Herein, single crystals of covalent organic nanoribbon (named CityU‐27) are prepared through the assembly of hexahydroxytriphenylene (HHTP), 4,4'‐Vinylenedipyridine (BYE), and phenylboronic acid (BA) together via dative boron←nitrogen (B←N) bonds. The single crystal X‐ray diffraction analysis indicates that CityU‐27 has covalent organic nanoribbon, where each nanoribbon forms multiple and tight π‐π interactions with four neighboring others to generate a Luban lock‐like configuration. CityU‐27 has been demonstrated as an efficient photocatalyst in a one‐pot tandem reaction of hydrogen evolution reaction (HER) and semi‐hydrogenation reaction of alkynes in series to produce olefins without any additional photosensitizers and co‐catalysts (metal‐free).