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The phrase "are based on events" is correct and usable in written English.
It can be used when discussing something that derives its foundation or origin from specific occurrences or happenings.
Example: "The conclusions of the study are based on events that took place over the last decade."
Alternatives: "are grounded in occurrences" or "are derived from incidents."
Exact(7)
The incidents — three involve murder or mass murder, and one turns on a suicide — are based on events that were widely reported in China and that Mr. Jia said haunted him.
These NNTs are based on events per 10 days of mechanical ventilation, meaning that more than one event can occur in a single patient who is ventilated for more than 10 days.
Because many claims are based on events that occurred in countries in disarray, with evidence hard to collect, judges have to make decisions based on intuition.
Many of them are based on events in the artist's life, like his daily routine working in the studio or the experience of traveling by car back to his childhood home in Indiana.
As in NCL, relationships are based on events.
A lot of these movies are based on events that were long forgotten.
Similar(51)
Like for the detector concepts at the ILC, CLIC detectors are based on event reconstruction using particle flow algorithms.
Instead, she reiterated the consistent American position that decisions must be based on events, not timetables.
"Bully" is based on events that took place near Fort Lauderdale, in Broward County, Florida, in 1993.
The story is based on events that were well known among writers and also in wider circles in Tirana.
The story is based on events that took place in the 1990s at the notorious California State Prison in Corcoran.
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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