I was wrong, the journal has made the list. The error is compounded because History of Economic Ideas is also on SSCI.
So, to review, and to the best of my knowledge there are four history of economics journals in SSCI: History of Political Economy, European Journal of the History of Economic Thought, Journal of the History of Economic Thought, and History of Economic Ideas.