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How do I identify brand names? Brand names are typically proper nouns. But in some contexts, common nouns can be brand names. For example, "Google" is a proper noun and a brand, but "apple" is a common noun unless capitalized as "Apple". So, I need to check for capitalization or recognize known brand names. However, without a list, it's challenging. Maybe the user expects me to use a predefined method to identify them.

Next, the user wants the output to have only synonyms in the b format. That suggests each word (excluding brand names) is replaced by three possible synonyms separated by pipes. I need to make sure that each of these synonyms is a valid replacement and that the brand names are left as they are.

But wait, the original text they provided is empty. Maybe that's a placeholder. The user might have intended to include some text but forgot. Hmm, perhaps they want me to process their next input using this method. But since the text is empty here, maybe they have another example in mind. Tamil Actress Hot Images Zip File 119

In summary, my approach would be:

What about numbers or digits? If the text has numbers like "2023," should they be replaced? The user didn't mention, so probably keep them as is. How do I identify brand names

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Also, punctuation. If a word has an apostrophe or a period attached, like "fox's," I should include that in the synonym replacement. For example, "fox's" becomes c's. For example, "Google" is a proper noun and

Possible issues: If a word doesn't have three synonyms, I might have to include less accurate ones or repeat some. Also, handling complex sentences or technical terms might be challenging without context.