Yes, carbon black would arrive as a raw material in black covered hoppers. These covered hoppers were used long before covered hoppers became common place with other materials (pre 1950). I believe these cars, at least in the steam era, had "Carbon Black" lettered in white on the side of the car. Models have been available and I believe someone makes decals. I believe many years ago in MR, there was a article on how to scratchbuild one. It may have provided some background info too.
It's not the time period that you model but we have a Goodrich tire factory in Woodburn, Indiana serviced by NS. They still use black covered hoppers to bring in the carbon black. Inbound cars are box cars, carbon black hoppers and tank cars. Outbound are the emty CB hoppers, tank cars and box cars. I asked a railroader what was in the box cars coming into the plant and he said: "tires". I am not sure why they were shipping tires in but they could have been rejects or tires from another location being warehoused (from China?).
The local runs on this former part of the Wabash 5th District. (Maumee Western also runs on this former line to Toledo and interchanges on the east end.) Interestingly, the NS local uses a caboose as it runs backwards the 9 miles or so from New Haven, Indiana (East Wayne Yards.) The same railroader told me the reason they run backwards is that the siding on the other end of the line was condemned. A friend and I chased the train a few months ago and filmed it. The local services other customers on the line like a lumber yard, clothing warehouse and factory that receives plastic pellets. But that is small busines compared to the tire plant. If the Goodrich plant ever shuts down it will most likely be end of the local. On our chase we also noted about a half dozen empty gons headed to interchange with M&W. The spur to the Goodrich plant off the line is several miles long. Typically the train does not run more than a dozen cars out and back. When they return, they run engine first with the caboose tucked in behind the loco. (Either there is no run around track at the plant or they do not use it.) Typical power is a high nose GP-38 or a low nose GP-38-2.