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Coelogyne gracilis is accepted species in  the family Orchidaceae  subfamily: Epidendroideae, tribe: Arethuseae, subtribe: Coelogyninae,  
Genus Coelogyne 
Infraspecific taxa recognized within Coelogyne gracilis: infraspecific taxa
This species is found in Borneo (Sabah, Brunei).