What about words with fewer synonyms? Let's say "the" – it's an article, so there are no real synonyms, but maybe it can stay as is. Wait, the user didn't specify to replace articles or prepositions. Hmm. The instruction is every word with three variants, but proper nouns are skipped. So perhaps articles and prepositions need to be included unless they are proper. However, articles like "the" and prepositions like "over" are part of the words to be replaced. So I need to come up with alternatives for them. For "the", maybe this? But "the" is a definite article, so using indefinite articles might not make sense. Maybe alternatives could be a depending on context. Need to be careful here.
Let me test this with an example. Suppose the input is "The quick brown fox jumps over the lazy dog." Proper nouns here are none, so all words are replaceable. For "quick", synonyms could be hasty. For "brown", maybe chestnut. "Fox" is a common noun, so alternatives could be coyote. "Jumps" as a verb might be leaps. Continuing this process for each word.
Let me try applying this to a sample sentence. Suppose the input is "John went to Paris and bought a new book for school." What about words with fewer synonyms
Potential issues include words with no valid synonyms. For example, "over" might be tricky. In such cases, using a thesaurus might help, but sometimes there are no direct synonyms. In that case, pick the closest possible alternatives even if the context might slightly change.
Resulting in: "John departed in the direction of Paris as well as purchased some unique volume to academy." However, articles like "the" and prepositions like "over"
1. Tokenize the input text into words. 2. For each word, check if it's a proper noun (capitalized and in a name context). 3. If not, find three synonyms or alternative words. 4. Format them as word2. 5. Replace the original word with the formatted variant. 6. Ensure that the output is only the text without any explanations.
Also, some words might have different synonyms in different contexts. For example, "play" as a verb vs. "play" as a noun. Need to ensure the variants match the context. if the word is "happy"
I also need to be cautious with words that have multiple meanings. For example, "over" could have different synonyms depending on context: across. It's important to choose variants that maintain the intended meaning.
Next, for each non-proper noun, I need to provide three synonyms or alternatives. The challenge here is finding accurate synonyms that fit the context. Maybe I can use a thesaurus API or a built-in thesaurus in my knowledge base to find appropriate alternatives. For example, if the word is "happy", the variants could be joyful.
- "John" is a proper noun, skip. - "went" → went - "to" → toward - "Paris" is a proper noun, skip. - "and" → plus - "bought" → gotten - "a" → that - "new" → fresh - "book" → volume - "for" → regarding - "school" → school