Some bond targets are related to consisting atoms; this includes hybridization characters and polarisations, and polarization coefficients. These were predicted with a separate network, which used corresponding node embedding as an input. As a result, excellent performance was achieved for all targets except d and f characters for the previously discussed reasons.