A method to produce hydrogen gas or synthesis gas is described and involves the use of a staged reactor. The present invention further relates to effectively running a process such that efficient quantities of hydrogen gas are produced, along with economically useful amounts of carbon black. A combined facility utilizing a carbon black manufacturing plant and a refinery plant are further described, as well as products made by the various methods of the present invention.