Mature4k 24 09 13 Moon Flower And Polly Yangs X... __top__ -

Alternatively, perhaps the user is providing a text in their query that needs processing. Wait, the user's message is: "switch all words with 3 synonyms in format opt1. Don't touch proper nouns. Text only." So, maybe they are expecting me to ask for the text. But since this is an example given to the model, perhaps the user is testing the model's ability to handle this kind of request. However, in the current setup, the user hasn't provided the actual text to process. Therefore, maybe the correct answer would involve an example. But without the user providing the actual text, I need to make an example.

My first thought is that I need to identify each word in the text. Then, for each word, find three suitable synonyms. But wait, how do I determine if a word is a proper noun? Proper nouns typically start with a capital letter and are not modified by adjectives, but that's not always a hard rule. For example, in a text with all uppercase for emphasis, it might not be a proper noun. So maybe I need a better way to detect proper nouns, like checking if the word is in a dictionary of known proper nouns or if it's capitalized and appears in a specific position, like the start of a sentence. Mature4K 24 09 13 Moon Flower And Polly Yangs X...

But without a thesaurus and NLP tools, this is a conceptual approach. Therefore, in a real scenario, using an NLP library like NLTK or spaCy in Python could help with POS tagging and synonym lookup via WordNet. However, accuracy might vary, and some words may not have enough synonyms, leading to potential mismatches or limited options. Alternatively, perhaps the user is providing a text

Next, for non-proper nouns, generate three synonyms. But synonym generation can be tricky. How do I ensure accuracy? Using a thesaurus API or database, but since this is a hypothetical scenario, perhaps I can outline the process. For each word, consult a thesaurus to find three appropriate synonyms. However, some words have multiple meanings, so part-of-speech tagging might be necessary to ensure the synonyms are contextually correct. Text only

First, I need to make sure I understand the request. They have a text and want each word (except proper nouns) replaced by three synonyms, separated by |. Proper nouns are names of specific people, places, or things and should remain unchanged.