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Advanced Discourse Markers

How to acknowledge a strong counterargument honestly in a complex argument, mark a contrast and then bring the reader back precisely to your own claim with Admittedly, Granted, That said, Be that as it may, Notwithstanding, nevertheless and whereas.

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Concession and contrast markers

Concession as a two-step argument

A concession does not mean abandoning your position. The writer first acknowledges a fact, limitation or the strength of another argument, then shows why the main conclusion still stands. This movement — “I acknowledge X → despite X, I maintain Y” — makes an argument more precise and persuasive.

Ordinary contrast simply compares two different facts. A sentence with whereas does not necessarily imply that one fact is an obstacle to the other. Before choosing a marker, decide whether you are conceding a point or simply comparing two sides.

A marker does not create logic by itself. The two parts must form a real contrast: if the second statement merely repeats or explains the first, a different connection is needed.

How to build it

acknowledged point X → concession or contrast marker → main conclusion Y

Admittedly, the sample is small, but the pattern is consistent.

Admittedly, the sample is small, but the pattern is consistent.

Admittedly openly acknowledges a weakness; but returns to the argument the writer maintains.

The urban sites expanded, whereas the rural sites remained stable.

The urban sites expanded, whereas the rural sites remained stable.

Whereas compares two outcomes; neither is presented as an obstacle to overcome.

Three grammatical frames

Admittedly and parenthetical Granted can comment on a whole statement: Admittedly, X, but Y; Granted, X, but Y. A comma separates the comment. The return to the main claim is often explicit, although it can also be clear from the wider context.

Granted is also a conjunction in Granted (that) + subject + predicate. Here, a comma need not immediately follow Granted: it closes the entire concessive clause before the main clause. Granted that the estimate is rough, it remains useful is therefore correctly structured.

Notwithstanding is a formal word meaning “despite”. As a preposition, it comes before or after a noun phrase: Notwithstanding the delay; the delay notwithstanding. The formal conjunction pattern notwithstanding (that) + full clause also exists. Do not therefore restrict all its uses to nouns.

How to build it

Admittedly, statement, but main claim | Granted (that) + full clause, main claim | Notwithstanding + noun phrase, main claim

NP / noun phrase
—
A noun phrase: a noun with its dependent words, such as the new student; the pattern treats it as one group of words.
noun
—
A word naming a person, thing or idea: student, book, happiness.
clause
—
A construction with a verb, often with its own subject: when I arrived. A non-finite clause may leave the subject unspoken: to get home.

Granted that the forecast is uncertain, we still need a working budget.

Granted that the forecast is uncertain, we still need a working budget.

That introduces a full concessive clause; the comma follows uncertain, not Granted.

Notwithstanding the delay, the review was completed before publication.

Notwithstanding the delay, the review was completed before publication.

Notwithstanding is followed by the noun phrase the delay, without of.

The delay notwithstanding, the review was completed before publication.

The delay notwithstanding, the review was completed before publication.

Postposition is more formal and particularly typical of concise written accounts.

Admittedly and Granted: the writer concedes a point

Admittedly signals “I acknowledge that this is true or that it is a weakness”. It often sounds like an open evaluation by the writer and works well before but, yet or a separate following sentence.

Granted presents a statement as an accepted premise for the next argument. Parenthetical Granted often acknowledges a point briefly; Granted that makes the syntactic connection with a whole clause explicit.

These markers are not interchangeable with therefore: they do not derive a consequence but acknowledge information that could weaken the following conclusion.

Admittedly, the first estimate was crude, but it guided the initial decision.

Admittedly, the first estimate was crude, but it guided the initial decision.

The writer acknowledges a flaw in the estimate without denying its practical usefulness.

Granted, the proposed timetable is demanding; nevertheless, it is achievable.

Granted, the proposed timetable is demanding; nevertheless, it is achievable.

Granted acknowledges the objection, while nevertheless after the semicolon introduces the conclusion that is maintained.

That said and Be that as it may: turning from the preceding statement

That said or Having said that refers to the idea just expressed and immediately limits its force. It is a natural way to introduce a reservation in professional and general writing, and is less ceremonious than Be that as it may.

Be that as it may is a fixed formal expression. The speaker allows that the preceding statement may be true but explicitly shows that it does not change the decision, obligation or main conclusion.

Both expressions need actual preceding content to refer to. If the reader cannot identify what that means, the transition will be unclear.

The interface is faster than before. That said, several accessibility issues remain.

The interface is faster than before. That said, several accessibility issues remain.

That said qualifies the positive evaluation by adding an important limitation.

The evidence may be disputed. Be that as it may, the statutory deadline still applies.

The evidence may be disputed. Be that as it may, the statutory deadline still applies.

The formal expression acknowledges the dispute but does not allow it to change the procedural conclusion.

Nevertheless and notwithstanding: similar meaning, different syntax

Nevertheless and nonetheless are linking adverbs: they mean that the following statement remains true despite the obstacle just mentioned. At the start of a new sentence, they are normally followed by a comma.

If nevertheless links two independent clauses in one sentence, a comma alone before it is not enough. A semicolon or full stop is needed before the marker: X; nevertheless, Y. A comma alone creates a comma splice.

Nevertheless usually links complete statements as an adverb. Notwithstanding often introduces the name of an obstacle — notwithstanding the delay — and can follow it. In formal style it can also be a conjunction before a full clause.

How to build it

independent clause; nevertheless, independent clause | Notwithstanding + named obstacle, main clause

clause
—
A construction with a verb, often with its own subject: when I arrived. A non-finite clause may leave the subject unspoken: to get home.

The pilot was costly; nevertheless, it exposed a critical flaw.

The pilot was costly; nevertheless, it exposed a critical flaw.

Both clauses are independent, so nevertheless is preceded by a semicolon and followed by a comma.

Notwithstanding repeated objections, the committee approved the revised protocol.

Notwithstanding repeated objections, the committee approved the revised protocol.

Repeated objections is a noun phrase naming the obstacle.

Concession or simple comparison?

Whereas and contrastive while compare two characteristics, groups or trends. They are useful when the writer does not want to present the first clause as a concession: X has one property, whereas Y has another.

Although, even though and much as introduce a subordinate concessive clause, but their syntax differs from that of framing adverbs. In the standard construction, do not add but to an although-clause: Although X, Y, not Although X, but Y.

Do not pile up markers without a purpose. Granted ... but ... or X; nevertheless, Y may be enough. Granted ... but nevertheless ... is sometimes possible for strong rhetorical emphasis, but often overloads a transition in neutral professional writing.

Whereas the first model prioritises speed, the second prioritises transparency.

Whereas the first model prioritises speed, the second prioritises transparency.

This is a balanced comparison of two models, not acknowledgement of an obstacle.

Although the archive is incomplete, it contains the only surviving interviews.

Although the archive is incomplete, it contains the only surviving interviews.

Although already makes the concessive clause subordinate, so but is unnecessary before the main clause.

Register, punctuation and your own writing

Be that as it may and postposed notwithstanding are distinctly formal. Admittedly, Granted and nevertheless are common in argumentative and academic writing. That said is more flexible and sounds natural in a professional conversation, letter or less ceremonious analysis.

Punctuation depends on syntax, not just the word itself. First find the boundaries of the independent clauses, then identify the marker’s role, and only then choose a comma, semicolon or full stop.

In your own paragraph, concession should support the logic: name a real limitation without minimising it, and support the counterclaim with a reason or evidence. A variety of markers is useful only when each performs a distinct function.

The maintenance burden is, admittedly, significant. That said, the system has reduced processing errors.

The maintenance burden is, admittedly, significant. That said, the system has reduced processing errors.

Parenthetical admittedly is marked on both sides; That said opens a separate turn in the argument.

Reservations notwithstanding, the board endorsed the proposal.

Reservations notwithstanding, the board endorsed the proposal.

A concise postposed frame is appropriate in a formal summary of a decision.

Common mistakes

Incorrect:Although the pilot was small, but it produced reliable results.

Correct:Although the pilot was small, it produced reliable results.

Although already introduces a subordinate concessive clause; an extra but in this standard construction duplicates the link.

Incorrect:The evidence is limited, nevertheless, the conclusion is plausible.

Correct:The evidence is limited; nevertheless, the conclusion is plausible.

Two independent clauses cannot be joined only by commas around nevertheless; a semicolon or full stop is needed before the marker.

Incorrect:Notwithstanding of the delay, the team met the deadline.

Correct:Notwithstanding the delay, the team met the deadline.

Notwithstanding directly takes a noun phrase; do not add the preposition of after it.

Incorrect:Be that as may, the statutory deadline still applies.

Correct:Be that as it may, the statutory deadline still applies.

The fixed expression contains five words, Be that as it may; omitting it breaks its grammatical structure.

Incorrect:Granted that the sample is small, the pattern merit investigation.

Correct:Granted that the sample is small, the pattern merits investigation.

The pattern is singular, so the Present Simple needs merits. Granted that introduces a concessive clause separated by a comma.

Sources

Markers of reformulation and specification

1. A second version of the same idea

A reformulation marker tells readers or listeners that the next piece of text is not a new argument: it helps them understand the preceding idea more accurately. It is a metalinguistic signal—the speaker is commenting on how they express their own thought.

A good reformulation preserves the core meaning. It can replace a technical term with plain language, expand a definition, or rule out a possible misreading. The marker does not create the relationship by itself: the second part must actually explain or clarify the first.

How to build it

statement → marker → a clearer, more precise, or narrower version

The archive is immutable. In other words, stored records cannot be altered.

The archive is immutable. In other words, stored records cannot be altered.

The second sentence expresses the meaning of the technical word immutable in more accessible language.

Each ticket is single-use—that is to say, it may be used only once.

Each ticket is single-use—that is to say, it may be used only once.

That is to say expands the meaning of single-use without changing the content.

2. In other words and that is (to say)

In other words introduces a different formulation, often a simpler or more direct one. In this fixed expression, words is plural and other has no article: not in another words or in other word.

That is and the fuller that is to say can introduce an explanation, definition, or more precise version. The boundary between these markers is not absolute: both are grammatical in many contexts. Choose according to naturalness and register, rather than an invented rule that only one can ever be correct.

How to build it

In other words, + reformulation / That is (to say), + explanation or more precise definition

Applications are reviewed on a rolling basis. In other words, they are reviewed as they arrive.

Applications are reviewed on a rolling basis. In other words, they are reviewed as they arrive.

The second part explains an unfamiliar term by describing the actual procedure.

The data are anonymised—that is, no record can be linked to a named participant.

The data are anonymised—that is, no record can be linked to a named participant.

That is defines what anonymised means in this particular text.

3. More specifically: from broad to narrow

More specifically does not necessarily repeat the entire previous idea. It narrows a broad category, topic, or statement to a more precise subcategory, list, or aspect. The reader first receives a general frame, then learns which part matters here.

This move can resemble giving examples, especially before a list. Check the relationship: if the items merely illustrate possibilities, for example or such as is natural; if the writer identifies the actual subset covered, more specifically signals a narrowing of scope.

How to build it

broad category or topic → more specifically, + the actual narrower focus

The review covers two operational risks, more specifically staffing and data retention.

The review covers two operational risks, more specifically staffing and data retention.

These are not arbitrary examples of risks; they are the entire specific subset covered by this review.

We examined regional offices—more specifically, the branches in Lviv and Warsaw.

We examined regional offices—more specifically, the branches in Lviv and Warsaw.

The second part narrows regional offices to the two branches actually examined.

4. To be precise: replacing approximation with precision

To be precise signals that the speaker is adding more detailed, exact information about something just mentioned. The first version is often approximate or broad, followed by an exact number, time, name, or limit.

The marker can come before the clarification or at the end: To be precise, the delay was forty-six minutes; The delay was forty-six minutes, to be precise. After be, use the adjective precise, not the adverb precisely.

How to build it

approximate detail → to be precise, + exact detail

The audit took about a week—six days, to be precise.

The audit took about a week—six days, to be precise.

Six days replaces the approximate about a week with an exact number.

To be precise, the agreement expires at 17:00 UTC on 30 September.

To be precise, the agreement expires at 17:00 UTC on 30 September.

The marker immediately prepares the reader for an exact date and time.

5. Not an example, a consequence, or a new argument

For example, for instance, and such as introduce one or more members of a larger set. They do not promise a complete reformulation. Therefore and thus introduce a conclusion or consequence; however signals contrast. Replacing these links with in other words can wrongly present different ideas as equivalent.

The same detail can have different functions depending on the writer's intention. Copper and zinc after for example merely illustrate metals; after more specifically, they can identify exactly the two metals covered by a study. The context must make this intention clear.

Several metals, for example copper, conduct electricity well.

Several metals, for example copper, conduct electricity well.

Copper is one example; the sentence does not claim it represents the whole relevant subset.

The test covered two metals, more specifically copper and zinc.

The test covered two metals, more specifically copper and zinc.

Copper and zinc fully identify the two metals mentioned.

The sample was incomplete; therefore, we repeated the test.

The sample was incomplete; therefore, we repeated the test.

Repeating the test is a consequence, not another way of saying incomplete.

6. Position, punctuation, and register

At the beginning of a new sentence, a marker is usually followed by a comma: In other words, the claim is unsupported. Inside a sentence, it can be parenthetical and set off by commas, or appear after a dash, semicolon, or full stop. Choose punctuation according to the structure of the entire sentence instead of mechanically adding a single comma.

In other words, that is to say, more specifically, and to be precise are suitable for professional and academic writing. In spontaneous speech, I mean often adds clarity or corrects something just said, but it has broader conversational functions. It is a related resource, not a completely interchangeable substitute for every formal marker.

The decision is reversible. In other words, the board can change it later.

The decision is reversible. In other words, the board can change it later.

A comma follows In other words at the beginning of the sentence.

The newspaper—or, more specifically, its editor—was named in the complaint.

The newspaper—or, more specifically, its editor—was named in the complaint.

The parenthetical phrase narrows newspaper to editor and is set off with paired dashes and commas.

7. Using these markers in your own writing

First express your idea. Then decide whether the reader needs simpler wording, an exact definition, a narrower subset, or a corrected detail. Only then choose a linking marker, so that it serves a clear purpose.

After adding the marker, check two things: whether the second part is logically connected to the first, and whether it adds the kind of clarity the marker promises. In a good paragraph, the marker reduces the reader's work; it does not simply repeat the previous wording or disguise a jump to a new argument.

The platform uses data minimisation. In other words, it collects only what the service needs. More specifically, it stores an email address and a language preference.

The platform uses data minimisation. In other words, it collects only what the service needs. More specifically, it stores an email address and a language preference.

The first continuation explains the principle; the second narrows it to the fields actually stored.

The response was almost immediate—twelve seconds, to be precise.

The response was almost immediate—twelve seconds, to be precise.

The exact number makes the approximate almost immediate verifiable.

Common mistakes

Incorrect:In another words, the figures are provisional.

Correct:In other words, the figures are provisional.

The fixed expression in other words requires plural words and other. Another is used with a singular countable noun.

Incorrect:That is say, only registered staff may enter.

Correct:That is to say, only registered staff may enter.

The full marker requires to between is and say.

Incorrect:More specific, the review concerns staffing and retention.

Correct:More specifically, the review concerns staffing and retention.

A comment on the whole sentence requires the adverb specifically, not the adjective specific.

Incorrect:To be precisely, the meeting starts at 09:15.

Correct:To be precise, the meeting starts at 09:15.

The fixed expression to be precise requires the adjective precise after be.

Sources

Markers of logical consequence and inference

From two facts to one explicit relationship

These markers do more than connect sentences: they tell readers exactly how the second claim rests on the first. A writer may name an actual outcome, draw a conclusion from premises, extend an argument to a related case or offer only a probable explanation.

Identify the relationship between the claims before choosing the word. Therefore can present either a practical result or a step in reasoning; context, not the marker alone, establishes the precise meaning.

How to build it

basis or cause → marker → consequence / inference with an appropriate degree of certainty

The access code expired. Consequently, the team could not enter the archive.

The access code expired. Consequently, the team could not enter the archive.

Consequently names an actual outcome: the expired code really caused the team's inability to enter.

Every valid claim has a reference number. This claim has none. Therefore, it is not valid.

Every valid claim has a reference number. This claim has none. Therefore, it is not valid.

Therefore presents an inference from two explicitly stated premises.

An event's consequence and the writer's inference are different

Consequently and as a result most transparently present the second situation as a result of the first. Therefore and thus are often broader: they can introduce either an outcome or a step in an argument. It follows that explicitly derives a conclusion from premises, while on that basis shows that the preceding facts provide grounds for a judgement or decision.

Do not confuse causation with logical support. A forecast may provide grounds for postponing a launch, but the forecast itself does not physically cause every subsequent event. In such a context, on that basis is often more precise than consequently.

How to build it

actual cause → consequently / as a result; premises → therefore / it follows that / on that basis

The coolant pump stopped; as a result, the reactor shut down automatically.

The coolant pump stopped; as a result, the reactor shut down automatically.

The second event is an actual operational consequence of the first.

The forecast shows a persistent deficit. On that basis, the board has postponed the expansion.

The forecast shows a persistent deficit. On that basis, the board has postponed the expansion.

The forecast is the basis for the decision; the marker does not exaggerate it into a physical cause.

The two premises cannot both be true. It follows that at least one must be rejected.

The two premises cannot both be true. It follows that at least one must be rejected.

It follows that makes the deductive step explicit.

The strength of an inference: necessity, grounds or probability

It follows that and therefore can present a conclusion as logically supported. However, a marker cannot repair weak reasoning: correlation, a few complaints or indirect signs do not by themselves prove causation or a general rule.

Apparently means that a claim matches what has been heard, read or appears to be the case. Presumably presents what the speaker considers probably true. Both leave room for error. For finer calibration, add may, seems, suggests or does not necessarily follow.

How to build it

strong premises → it follows that; incomplete signs → apparently / presumably / may; unwarranted necessity → does not necessarily follow

The lights are on, but nobody has answered. Presumably, someone is still working inside.

The lights are on, but nobody has answered. Presumably, someone is still working inside.

This is a plausible inference from indirect signs, not an established fact.

Sales and advertising rose together. It does not necessarily follow that advertising caused the entire increase.

Sales and advertising rose together. It does not necessarily follow that advertising caused the entire increase.

The expression explicitly limits an excessively strong causal inference.

Apparently, the permit was renewed, although we have not yet seen the document.

Apparently, the permit was renewed, although we have not yet seen the document.

Apparently marks information based on signs or a report while preserving uncertainty.

Profiles of formal markers

In formal style, thus can mean as a result or in this way. Hence means for this reason and often compresses a conclusion into a noun phrase: hence the delay. By extension applies an argument to a related case; it is not simply the next event in time.

A common explicit pattern is It follows that + a complete clause. That is sometimes omitted, but it helps mark the clause boundary in a complex formal argument. In It follows, then, that…, parenthetical then is set off by commas; it need not be added to every conclusion.

How to build it

hence + noun phrase | it follows that + complete statement | by extension + related case

NP / noun phrase
—
A noun phrase: a noun with its dependent words, such as the new student; the pattern treats it as one group of words.
noun
—
A word naming a person, thing or idea: student, book, happiness.

The permit has expired, hence the need to submit a new application.

The permit has expired, hence the need to submit a new application.

Hence is followed by the noun phrase the need, not an all-purpose that-clause.

The rule protects employees with privileged access and, by extension, contractors with the same access.

The rule protects employees with privileged access and, by extension, contractors with the same access.

The rule's logic extends to a related group sharing the same relevant feature.

The method removes duplicate records, thus reducing the error rate.

The method removes duplicate records, thus reducing the error rate.

Thus reducing… means thereby reducing…. It is an -ing construction, not a separate independent sentence.

Position and punctuation depend on the construction

At the beginning of a separate sentence, a linking adverb is usually followed by a comma: Consequently, the test was repeated. Between two independent clauses in formal writing, a full stop or semicolon is appropriate: The test failed; therefore, we repeated it. A comma alone cannot do the semicolon's job.

After a coordinating conjunction such as and, the marker is often integrated without paired commas: The test failed and therefore had to be repeated. A parenthetical reading is punctuated differently: We will, therefore, repeat the test. Punctuation depends on the structure and the marker's role.

How to build it

sentence. Therefore, next sentence. | independent clause; therefore, independent clause | subject + predicate and therefore second predicate

subject / S
—
The grammatical subject: who or what the clause is about; the verb agrees with it. In The book was written, the book is the subject, although someone else does the action.
clause
—
A construction with a verb, often with its own subject: when I arrived. A non-finite clause may leave the subject unspoken: to get home.

The audit is incomplete; therefore, publication must wait.

The audit is incomplete; therefore, publication must wait.

The semicolon separates two independent clauses, while the comma sets off the introductory marker in the second.

The audit is incomplete and therefore cannot support publication.

The audit is incomplete and therefore cannot support publication.

Therefore is integrated into the coordinated predicate after and; a universal pair of commas is not required.

We will, therefore, reopen the review.

We will, therefore, reopen the review.

In this position, therefore is parenthetical and set off on both sides.

Check the bridge between the grounds and the claim

Before using a strong marker, state the hidden premise: exactly why does the given fact support the conclusion? If the bridge is weak or alternative explanations exist, change not only the marker but also the strength of the claim. Presumably and apparently do not turn an unsupported claim into a sound argument, but they honestly signal uncertainty about what is true.

By extension also requires a shared relevant feature. You cannot extend a rule to a new group merely because it is mentioned nearby. On that basis must clearly refer to visible grounds; otherwise readers cannot tell what supports the decision.

Three sensors report the same fault. On that basis, we recommend an immediate manual inspection.

Three sensors report the same fault. On that basis, we recommend an immediate manual inspection.

The visible body of data supports a practical recommendation without presenting the diagnosis as a proven fact.

Two clients complained. This suggests a problem, but it does not follow that every client is dissatisfied.

Two clients complained. This suggests a problem, but it does not follow that every client is dissatisfied.

The sentence acknowledges evidence while blocking an unsupported generalisation.

A procedure for your own writing

Identify the first claim as a cause, evidence, a rule or merely a sign. Decide what you do next: describe an event, derive a necessary conclusion, make a decision, extend a rule or propose an explanation. Choose the marker by function, check the claim's strength, then punctuate the actual syntactic framework you have built.

When editing, remove the marker and describe the relationship in your own words. This happened because of the preceding event calls for a result marker; I infer this from these premises calls for an inference marker; this only appears to be true calls for an expression of uncertainty.

The threshold was exceeded. Consequently, the alarm activated. The readings may, however, reflect a faulty sensor; it does not follow that the building is unsafe.

The threshold was exceeded. Consequently, the alarm activated. The readings may, however, reflect a faulty sensor; it does not follow that the building is unsafe.

The paragraph separates an actual technical outcome from a cautious interpretation of the evidence.

Under this policy, every processor and subprocessor must encrypt personal data. The vendor is a processor. It follows that the vendor must encrypt personal data; the same requirement applies to its subprocessors.

Under this policy, every processor and subprocessor must encrypt personal data. The vendor is a processor. It follows that the vendor must encrypt personal data; the same requirement applies to its subprocessors.

Both groups are explicitly covered by the initial premise. The conclusion rests on it without adding a new obligation absent from that premise.

Common mistakes

Incorrect:The pilot failed, therefore, the release was halted.

Correct:The pilot failed; therefore, the release was halted.

Two independent clauses cannot be joined by a comma alone; therefore needs a semicolon or full stop before it here.

Incorrect:It follows, then, that demand will exceeds supply.

Correct:It follows, then, that demand will exceed supply.

Will requires the base form exceed without -s. It follows that introduces the conclusion, while then is parenthetical here.

Incorrect:By extend, the policy covers contractors.

Correct:By extension, the policy covers contractors.

The fixed formal marker contains the noun extension, not the verb extend.

Incorrect:The sample was contaminated. Consequently of this, the result is unusable.

Correct:The sample was contaminated. Consequently, the result is unusable.

Consequently is an adverb and does not take of this; as a consequence of this is a separate construction.

Incorrect:The evidence is conclusive. It follow that the claim is false.

Correct:The evidence is conclusive. It follows that the claim is false.

In the impersonal frame, the subject it requires third-person singular follows.

Incorrect:The permit expired, hence that we must reapply.

Correct:The permit expired; hence, we must reapply.

Hence does not introduce a that-clause on the model of it follows that; here it is a linking adverb between two independent clauses.

Sources
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