Used and loved by millions
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
begun to generate
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "begun to generate" is correct and usable in written English.
It can be used when indicating the start of a process or action related to producing or creating something. Example: "The new marketing strategy has begun to generate significant interest among potential customers."
✓ Grammatically correct
News & Media
Science
Formal & Business
Alternative expressions(2)
Table of contents
Usage summary
Human-verified examples
Expert writing tips
Linguistic context
Ludwig's wrap-up
Alternative expressions
FAQs
Human-verified examples from authoritative sources
Exact Expressions
45 human-written examples
This collaboration between students, lecturers and employers has begun to generate greater reflection on the way in which universities teach economics more generally.
News & Media
In short, he has begun to generate buzz.
News & Media
Like a number of other large companies, Johnson & Johnson has begun to generate its own power from the sun.
News & Media
Yahoo does not disclose financial statistics of its Personals division, but Match.com has begun to generate positive cash flow.
News & Media
The machines have already begun to generate interest from libraries and private and nonprofit groups now working to digitize books.
News & Media
It has begun to generate a climate of fear among the theatre-makers I speak to, with conflicting advice spreading like wildfire.
News & Media
Human-verified similar examples from authoritative sources
Similar Expressions
15 human-written examples
Ms. Graham and Benedick Bates do not begin to generate the kind of complexity required here.
News & Media
Eventually, after around three months, I began to generate some interest and have my pieces commissioned.
News & Media
Both grew popular as unprofitable start-ups, but eventually began to generate meaningful revenue.
News & Media
Work on the hydroelectric dam began in 1983, and it finally began to generate electricity in 1994.
News & Media
By the end of the 19th century, photography began to generate "a subcurrent of skepticism," Mr. Jay writes.
News & Media
Expert writing Tips
Best practice
Use "begun to generate" to signal the early stages of a process where something is being produced or created. This phrasing is appropriate for describing trends, outputs, or effects that are just starting to materialize.
Common error
Avoid using "begun to generate" when a more direct verb like 'produced' or 'created' would be more impactful. Overuse can make your writing sound passive or less decisive. For example, instead of 'The project has begun to generate results', consider 'The project has produced results'.
Source & Trust
89%
Authority and reliability
4.6/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "begun to generate" functions as a verb phrase indicating the initiation of a process resulting in the production of something. It often connects a subject with the start of an action, as illustrated by Ludwig examples such as "Match.com has "begun to generate" positive cash flow."
Frequent in
News & Media
48%
Science
42%
Formal & Business
4%
Less common in
Encyclopedias
2%
Wiki
2%
Reference
0%
Ludwig's WRAP-UP
The phrase "begun to generate" is a versatile verb phrase indicating the start of a process or action leading to the production of something. Ludwig AI confirms its grammatical correctness and usability. It is commonly found in news, science, and formal business contexts, showing its broad applicability across various registers. While synonyms like "started generating" and "commenced producing" exist, "begun to generate" offers a slightly more nuanced suggestion of an ongoing process from the moment it has started. Using the phrase effectively involves being mindful of contexts where more direct verbs might be preferable to avoid sounding too passive. The numerous examples found by Ludwig highlight its widespread use in describing the initial stages of developments and outputs.
More alternative expressions(10)
Phrases that express similar concepts, ordered by semantic similarity:
started generating
Indicates a similar action, but with a focus on the start of the generation process.
began producing
A direct synonym, focusing on the act of production.
commenced producing
A more formal way to express the initiation of production.
started yielding
Implies the initial output or return from something.
launched the generation of
Indicates a formal start or launch of a process.
initiated creation of
Emphasizes the beginning of the creation process rather than simply 'generating'.
initiated the process of generating
More verbose highlighting the initial phase of the process.
started to create
Simpler alternative that highlights the commencement of creating something
set in motion the generation of
Emphasizes the action of initiating a series of events leading to generation.
saw the start of generation
Focuses on observing the commencement of generation.
FAQs
How can I use "begun to generate" in a sentence?
You can use "begun to generate" to describe the start of a process where something is being produced or created. For example: "The marketing campaign has "begun to generate" significant leads."
What are some alternatives to "begun to generate"?
Alternatives include "started generating", "commenced producing", or "began producing" depending on the context.
Is it better to say "began to generate" or "begun to generate"?
"Begun to generate" is the correct phrasing when using the present perfect tense (has/have "begun to generate"). "Began to generate" is used in the simple past tense.
What's the difference between "started generating" and "begun to generate"?
While both are similar, ""started generating"" might imply a more informal or immediate commencement, whereas ""begun to generate"" can suggest a process that has recently started and is ongoing. The choice often depends on the specific nuance and context.
Editing plus AI, all in one place.
Stop switching between tools. Your AI writing partner for everything—polishing proposals, crafting emails, finding the right tone.
Table of contents
Usage summary
Human-verified examples
Expert writing tips
Linguistic context
Ludwig's wrap-up
Alternative expressions
FAQs
Source & Trust
89%
Authority and reliability
4.6/5
Expert rating
Real-world application tested