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The phrase "based on fact" is correct and usable in written English
You can use it when you want to indicate that something is supported by evidence. For example: "His conclusions about global warming were based on fact."
Exact(60)
The Revuers scenes are based on fact.
"Philida", too, is based on fact.
The tests offered are based on fact.
But is that claim based on fact?
A Parliamentary Affair was based on fact.
Salesmanship must be based on fact.
Based on fact, TEB was constructed.
Everything he filled in was based on fact".
Holland's film is also closely based on fact.
And to a certain extent, isn't it based on fact?
But the story – based on fact – is unique.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com