To obtain a new EIN for a Qualified Revocable Trust (QRT) following the decedent's death, the person responsible for administering the trust must file Form SS-4, Application for Employer Identification Number, with the IRS. The form can be filed online, by fax, or by mail. It is recommended to consult with a tax professional or the IRS to ensure proper completion and filing of the form.