Hard to tell if abandoned means suspended. Each corporation (and individual) has a separate identity including tax ID number. You can't give a child a social security number of a deceased child or a new business entity the number of a suspended or closed or dissolved corporation.
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Seems as though the Company no longer exists. So using its 'old' EIN would constitute a fraud. If I were you I'd form a NEW Corporation and get a new Taxpayer ID. Especially these days. Let me know if we can be of help. My office forms many Corporations and LLCs.
The Secretary of State's website will tell you whether it is merely suspended, revoked, or permanently revoked.
It probably would cost lest to start from scratch--which would also let you use an LLC instead of a corporation.
The IRS hands out EIN instantly and without cost--but they are tied to an entity; you can't file taxes with the wrong EIN!