Right, code J is only for early distributions from Roth IRAs, not for distributions from traditional IRAs like your rollover IRA. My answer assumed that the early distribution was from a traditional IRA, which you have now confirmed.
And no, they won't change the code in box 7. Whoever told you that is misinformed.
