Before revision:  The core of the OSM2KG approach is a novel latent  representation of OSM nodes that captures semantic node similarity in an embedding.
After revision:  The core of the OSM2KG approach is a novel latent , compact representation of OSM nodes that captures semantic node similarity in an embedding.