A composition and process for the precision polishing of substrates such as semi-conductor chips is disclosed. The composition and process make use of soluble or insoluble organic nitro compounds as oxidizers and/or abrasive particles. Nitrogen containing reduction products of the foregoing organic nitro compounds may also be included.