Definition
A TRN is issued once per registered person. Article 14(3) of Federal Decree-Law No. 8 of 2017 says a person conducting business may not hold more than one Tax Registration Number, so a company with branches in Dubai, Abu Dhabi and Sharjah registers once and uses the same TRN everywhere. A tax group also has one TRN for all its members.
The number appears on your registration certificate in EmaraTax, the FTA's online portal, which you reach through UAE Pass.