It depends.
It may be that your income was low enough that when the Standard Deduction (or Itemized Deductions) were applied, you owed little or no tax.
Look at your 1040 lines 11, 12 and 15.
Line 11 shows your adjustable gross income, line 12 shows your deduction and line 15 shows your taxable income.
If you had more tax withheld than needed, you'll get that back as a refund.
You might also have credits listed on lines 17 - 32.
So it may not be that the distribution itself is non-taxable, but that your total income did not generate a tax liability.
For TurboTax Desktop, switch to Forms (top right)
To View using TurboTax Online:
Select Tax Tools on the left side-bar
Select Tools from that drop-down
Select “View Tax Summary” on the TOOLS CENTER screen
Select “Preview my 1040” which now appears on the left side-bar
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