If you select the actual Table, Excel will use a longer version, Names [ [#All], [First Name]], but the shorter reference works the same, so don’t worry about that slight difference.

In the Text To Display control, Excel will combine the sheet name with a reference to cell A1. Highlight the cell reference and press Delete. That way, the link will display only the sheet name.