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I was wondering if anyone knew of a website that allows you to paste in your sentence and the site will identify the individual phrases in that sentence. For example, I paste in the sentence and the site returns which part is a noun phrase, which part is a prepositional phrase etc.

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The process you're describing is called parsing.

There are lots of websites that parse sentences, you can google them. I'll just share two excellent ones:

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The best tool I know of for this is the displaCy Dependency Visualizer:

Parsing "I was wondering if anyone knew."

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