Pneumoconiosis is defined by what happens physically inside the lungs after long-term dust inhalation, so tracing that mechanism for each option is the most reliable way to identify the responsible substance.
Since pneumoconiosis is specifically a dust-particle disease of the lungs, and silica is the option that is deposited in and scars lung tissue through this mechanism, it is the correct cause.
Therefore, the correct answer is Silica.