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The term "personally identify" is correct and usable in written English.
You can use it when referring to identifying someone based on their personal characteristics or information. For example, "To personally identify the suspect, the police reviewed security footage and used facial recognition technology."
Exact(52)
There are a lot of reasons I don't personally identify with the 'trans' archetype or identifier for myself.
I guess I just don't personally identify with them".
New Yorkers want a mayor with whom they can personally identify and then follow.
After a few minutes, ask students to pass their directions forward, reminding them not write any names on them or otherwise personally identify the players in them.
No matter how you personally identify, if you're going to work with black people, then your mantra should be "do no harm".
Of course her fans, many of whom clearly personally identify with her, would assume that Jay Z had cheated with "Becky with the good hair".
Similar(7)
She pointed to technology like so-called cookies and other persistent, digital identifiers that "are essentially personally identifying information".
The bill would require companies sharing information to remove personally identifying information of "known" United States persons.
Separating the data linkage process (where access to personally identified data is necessary), from the data analysis, so that personal information and health information are separated.
Each driver is equipped with a personal card (s)he has to introduce in the tachograph to be personally identified.
There is little more personally identifying information on the page.
More suggestions(15)
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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