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Identifying nouns in given words involves recognizing names of people, places, things, or ideas. Nouns are often categorized as proper (specific names) or common (general terms). For example, in the list 'dog, city, happiness, Sarah,' the nouns are 'dog,' 'city,' 'happiness,' and 'Sarah,' representing objects, concepts, or names.