Supramolecular co‐assembling terpyridine‐derivatives with nanoclay (LP) are exploited to acquire efficient amorphous room‐temperature phosphorescence (RTP). Experimental and theoretical investigations reveal that this co‐assembly not only brings about a configuration transformation from the trans‐trans (a) to the cis‐trans (a′′) form via the protonating process, significantly narrowing the singlet‐triplet energy gap, thereby effectively facilitating the single‐triplet ISC processes, but also well protects the triplet state and suppresses the nonradiative transitions via restricting molecular rotation and vibration by the hydrogen‐bond interactions between them. Additionally, the flexible and transparent films, through co‐assembling 1@LP (or 2@LP) with polyvinyl alcohol (PVA), also display excellent phosphorescence performance. Owing to their distinctive RTP performances, the RH sensing and high‐level data encryption are achieved.