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"based on description" is correct and is commonly used in written English.
It is used to describe something that is derived from or influenced by a description or explanation. Example: The decision was made based on description provided by the witness.
Exact(27)
This approach is more general and suitable for practical information systems based on description logic than the one of Nguyen and Szałas (Rough sets and intelligent systems. Springer, Berlin, pp 517 543, 2013).
To start the meal, diners are encouraged to select a variety of shareable qualcosinas ("little somethings"), any one of which might give your cardiologist a heart attack based on description alone.
Seedlings were allocated to groups based on description and height.
We propose an ontological approach for architectural style modelling based on description logic as an abstract, meta-level modelling instrument.
With the latter, the idea is that EggDrop will be able to match buyers and sellers based on description, price and location.
In essence, OWL is a language based on description logics (DLs) [14], which are a family of formal languages suitable for representing and reasoning about terminological knowledge [3].
Similar(32)
Species were assigned one of four floral types based on descriptions of reproductive structures in the literature.
Parks Canada, which owns the property, has furnished the rooms based on descriptions in the novels.
Maybe you can work out who is and isn't a millennial based on descriptions of them?
The portraits based on the women's own descriptions are sadder, less attractive and more closed-off than the portraits based on descriptions from others.
The sketches, developed with the help of the Australian police, were based on descriptions given by witnesses to the explosions, Western officials said.
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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