Look, for instance, at the proposal to reduce the deductible limits for retirement contributions.
Capital gains are, however, absolutely owed on qualified dividends.
In either case (with the added assumption that we're talking about securities held in a non-tax-advantaged account), your brokerage will send you an IRS form 1099-div.
https://www.investopedia.com/ask/answers/011215/if-i-reinves...
And I would argue that, in effect, the capital gains are taxed less because the tax is not taken out each year, and instead the capital is left to compound.
https://www.irs.gov/instructions/i1099div#idm140075526633184
"Capital gain dividend" does not mean the same thing as "qualified dividend."
https://www.irs.gov/instructions/i1099div#idm140075526633184
Short term capital gain income is taxed as ordinary income. Long term capital gain income is taxed at a favorable rate called the "long-term capital gain (tax) rate."
You have the rates for qualified and ordinary dividends backwards. Qualified dividends the ones that get taxed at the same lower rate as capital gains income (i.e., they "qualify" for preferential tax treatment).