Cerulean Flax-Lily (Dianella ensifolia, 山菅兰).
Photographed on August 21, in a park in Xiamen. They grow in some remoter parts of Hunan as well (though I think less abundantly than further towards the southern coasts) but I have never found them near to Changsha.