Why is 'unlike' not a logic word here?

I think unlike coal is not changing the meaning of what precedes and succeeds it, no change if we remove it as well. Just wanted to confirm

Yeah, on the other side of “unlike” is coal. Since we don’t know anything about coal, we can’t really use the “unlike” to contrast it, it CAN be a logic word here but it isn’t really useful.