How can I see what a purchase on my credit card was classified as? i.e. what counts as a "fast food eatery"

On the Chase Freedom card you get 3% Cash Back on "quick eatery" classified purchases, but this requires a vendor such as Starbucks to list themselves as such with the credit card company. How do you view what the various vendors that you purchased from are classified as?
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