That discussion is very interesting and helped me to enhance my understanding of "concept" lattices. It led me to think of the [center](https://ncatlab.org/nlab/show/fixed+point+of+an+adjunction) of an adjunction as the right generalization of the concept lattice when moving from Galois connections to adjunctions in general. I'm interested in this story.