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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
based on the knowledge provided
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "based on the knowledge provided" is correct and usable in written English.
You can use it when referring to conclusions, decisions, or actions that are derived from the information that has been given. Example: "The recommendations in this report are based on the knowledge provided during the interviews with the stakeholders."
✓ Grammatically correct
Science
Academia
News & Media
Alternative expressions(20)
based on the information available
according to the information provided
informed by the data supplied
drawing from the facts presented
relying on the details furnished
based on the info provided
building on the information provided
based on the material provided
based on the information supplied
according to the information available
from the details shared
based on the information received
given the facts at hand
based on the information submitted
using the data provided
considering the evidence shared
based on the information provided
as per the information provided
based on the insights provided
based on the input provided
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
1 human-written examples
Indeed, a careful study of the standard leads to the conclusion that these subfields can be known at the receiver based on the knowledge provided by the CSMA/CA protocol when it is activated as discussed below.
Human-verified similar examples from authoritative sources
Similar Expressions
59 human-written examples
The subsequent maps based on the knowledge he provided fail to indicate that he had reached a large island at the confluence of the Ottawa and St. Lawrence rivers.
Encyclopedias
Teachers seemed to have knowledge about the financial background of students and often discriminate based on that knowledge, providing less attention to students with high financial need.
Academia
With years of experience following this principle, a post validation study demonstrated that dose selection based on expert knowledge provided better results than following the cytotoxicity guidance, which was not significantly better than a fixed starting dose of 300 mg/kg b.w.
Following this framework, decision makers should be able to take informed decisions (responses) based on the knowledge of the cause-effect mechanisms provided by science.
The guide is based on the knowledge and experience of the CSIB's independent dental panel and provides practical advice for both dentists and patients.
Science & Research
Therefore, AIM can provide predicted modules in these other species based on the knowledge gained from Arabidopsis.
Therefore the gold standard based on explicit prior knowledge provided by the expert panel and tested with regional officers revealed itself inadequate to rank technical efficiency of small health areas in comparison with the EbCA-DEA.
While Mr. Ritholtz would have us believe that his assurance as to the quality of the government's case is based on some inside knowledge provided by his friends at the SEC, such a suggestion is pure crap and stated only for the purpose of making us believe that he is some 'special player' that we should all be listening to with rapt attention.
News & Media
This model is based on scientists providing more facts and general knowledge to media and the public, and the "underlying assumption of these efforts is that if the general public has more information about climate change, they will adopt views consistent with scientific experts".
News & Media
Our undergraduate and graduate curricula are based on the principle of providing the fundamental knowledge needed to be fluent and competitive in the new, rapidly unfolding arenas of biology.
Academia
Expert writing Tips
Best practice
Always clarify what specific "knowledge" you're referring to. Vague references to "knowledge" can weaken your statement. Be precise.
Common error
Avoid using "based on the knowledge provided" as a way to distance yourself from the claim. Instead, actively state who is using the knowledge and for what purpose. This makes your writing more direct and impactful.
Source & Trust
82%
Authority and reliability
4.5/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "based on the knowledge provided" functions as an adjectival prepositional phrase. It modifies a noun or clause, indicating the foundation or justification for a statement, decision, or action. Ludwig AI confirms its correct usage in various contexts.
Frequent in
Science
45%
Academia
25%
News & Media
15%
Less common in
Formal & Business
5%
Encyclopedias
5%
Wiki
5%
Ludwig's WRAP-UP
In summary, "based on the knowledge provided" is a grammatically correct and frequently used phrase, as affirmed by Ludwig AI, to indicate that a decision or conclusion is supported by specific information. It is particularly common in scientific, academic, and news contexts. When using this phrase, ensure the source of the knowledge is clear and avoid passive voice constructions for a more impactful statement. Consider alternatives like ""drawing from the supplied information"" or ""relying on the information given"" for stylistic variation.
More alternative expressions(10)
Phrases that express similar concepts, ordered by semantic similarity:
relying on the information given
Replaces "knowledge" with "information" and "provided" with "given", offering a more direct alternative.
informed by the knowledge shared
Uses "informed by" instead of "based on", indicating that the knowledge influences the decision.
drawing from the supplied information
Changes the preposition "on" to "from", emphasizing the act of extracting information.
according to the knowledge presented
Replaces "based on" with "according to" shifting the emphasis to the source of the knowledge.
grounded in the data furnished
Substitutes "based on" with "grounded in" and "provided" with "furnished", adding a formal tone.
stemming from the facts presented
Uses "stemming from" instead of "based on", indicating that the knowledge is the origin of the idea.
informed by the details disclosed
Uses "informed by" instead of "based on", while replacing "knowledge provided" with "details disclosed."
deriving from the insights offered
Replaces "based on" with "deriving from" and "knowledge provided" with "insights offered", changing the tone and focus.
predicated on the understanding conveyed
Substitutes "based on" with "predicated on" and "knowledge provided" with "understanding conveyed", adding a more formal tone.
using the knowledge at hand
Implies a more practical and immediate application of knowledge, different from the passive reception suggested by 'provided'.
FAQs
How can I use "based on the knowledge provided" in a sentence?
You can use "based on the knowledge provided" to indicate that a decision, conclusion, or action is informed by specific information. For example: "The recommendations in this report are "based on the knowledge provided" during stakeholder interviews."
What are some alternatives to "based on the knowledge provided"?
Alternatives include "relying on the information given", "drawing from the supplied information", or "informed by the knowledge shared" depending on the context and desired tone.
Is it better to say "based on knowledge" or "based on the knowledge"?
Using "the" specifies that you are referring to particular or defined knowledge. Without "the", it suggests a more general understanding. "Based on knowledge" may sound less precise than "based on the knowledge" when specific information is the foundation.
What's the difference between "based on knowledge" and "informed by knowledge"?
"Based on knowledge" suggests that the knowledge is the foundation or starting point. "Informed by knowledge" implies that the knowledge influenced or shaped the decision or action, but might not be the sole basis. They have very similar meanings, but "informed by knowledge" suggests influence rather than foundation.
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Table of contents
Usage summary
Human-verified examples
Expert writing tips
Linguistic context
Ludwig's wrap-up
Alternative expressions
FAQs
Source & Trust
82%
Authority and reliability
4.5/5
Expert rating
Real-world application tested