The Inference Engine backing storage has been designed for this exact scenario: huge number of facts and limited number of rules. This said, I never went above several hundred of thousands of facts: though I suspect RAM is the limit in your case, I suggest you give it a shot and let us know what happened.
Cheers,
D.
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