To translate interview transcripts and oral histories accurately into any language, begin by preserving who spoke, what they actually said, how certain they were, and which parts of the record remain unclear. People searching for interview transcript translation, oral history translation, qualitative interview translation, multilingual research transcripts, or AI translation of recorded interviews need a method that protects testimony rather than simply making every sentence read smoothly.
An interview is not an ordinary article. It is a record of a conversation in which memories, questions, interruptions, silences, incomplete thoughts, corrections, emotions and relationships can become evidence. A translator who silently repairs those details may produce elegant prose while changing what future readers believe the interviewee remembered, knew or intended.
This guide explains how to translate recorded interviews and oral-history transcripts across languages while preserving speaker identity, chronology, uncertainty, attribution, cultural meaning and ethical boundaries. It covers preparing the source, marking the transcript, choosing the degree of verbatim detail, handling AI and human revision, translating sensitive passages, building a bilingual audit trail and checking whether the target remains usable to researchers, archives, students and the wider public.
Begin With the Nature of the Record
An interview transcript is an interpretation of speech, not a transparent window onto the original event. Somebody decided where one sentence ends, whether to include an unfinished word, how to punctuate a pause, when two people were talking simultaneously and whether a sound counted as laughter or agreement. Translation introduces another interpretive layer. A responsible project makes both layers visible instead of pretending that they disappeared.
Before working, identify the interview’s purpose. A journalist may need a readable quotation and a faithful complete transcript. An oral historian may need the pauses, recollections and later self-corrections to remain traceable. A qualitative researcher may need exactly the wording that supports coding of attitudes or experiences. A family archive may value the speaker’s idioms and voice. Those are different deliverables and may require different versions, with each version labelled clearly.
Ask who owns the recording, whether consent covers translation and publication, whether the speaker expects an opportunity to review translated quotations, and whether names or details require restriction. Translation permission does not automatically settle copyright, privacy, confidentiality or informed consent. If a recording was approved for a private research team, making a polished public translation can create an entirely new exposure.
Establish a Source-of-Truth Chain
Keep the recording, source-language transcript, annotated working translation, reviewed translation and published presentation as distinct objects. Give each one a stable file identifier and version date. If a reader challenges the phrase ‘I always opposed it,’ the team should be able to locate the exact recording interval and see whether the speaker actually said ‘I was often uneasy about it.’ Without that path, confidence becomes a matter of personality rather than evidence.
Timecodes are especially useful. A speaker label such as Interviewee 2 and an interval such as 00:14:32–00:14:51 permit a reviewer to find the sound again. If the source transcript includes line numbers, retain a mapping even when the target language requires a different word order. Segmenting by paragraph alone can conceal where a reply begins or whether a translator inadvertently merged two voices.
Document the transcription convention. Was the source cleaned of filler words? Were dialect words standardised? Does ‘[inaudible]’ mean an audio failure or a word the transcriber did not understand? Is ‘[laughter]’ an observed sound or an editor’s assumption about the mood? Establishing these distinctions before translation prevents the target from inheriting invented certainty.
Do Not Confuse Remembering With Proving
Oral histories preserve a person’s recollection of events, often after years or decades have passed. Memory can be vivid and still uncertain about sequence, dates, other people’s motives or the exact wording of an exchange. A translation must not promote remembered experience into independently verified historical fact. If the speaker says ‘I think it was the winter before the move,’ preserve the qualifier instead of replacing it with an inferred calendar year.
The same rule applies to confidence markers: ‘perhaps’, ‘as far as I recall’, ‘people said’, ‘I was told’, ‘apparently’, ‘I later learned’ and ‘I saw it myself’ are not interchangeable. They tell a future reader how close the witness was to the evidence. One phrase signals personal observation; another signals hearsay; another signals retrospective knowledge. The difference may be the central research finding.
A sensible team keeps an attribution ledger. In one column put the claim; in another put the speaker’s source of knowledge: witnessed, remembered, heard from others, inferred later or uncertain. In a third record the target wording. A reviewer can then see whether any claim has changed evidential status during translation. The ledger is not published as a verdict on the speaker; it is a quality-control tool.
Preserve the Interviewer’s Influence
The question itself shapes the answer. Compare ‘Did you feel abandoned?’ with ‘How did you feel when support stopped?’ The first introduces a particular emotional explanation; the second allows a range of responses. If a translator softens the leading question but leaves the answer unchanged, the target reader may overestimate how freely the emotion emerged.
Translate introductions, prompts, follow-up questions and interruptions, even when the commission mainly concerns an interviewee. Where a source interview contains a clarifying prompt—’You mean after the election?’—do not fold its wording into the participant’s reply. An answer that looks spontaneous may actually depend on a suggested date or category.
Backchannels such as ‘mm-hm’, ‘right’, ‘I see’, or a culturally specific acknowledgment can signal encouragement without necessarily agreeing. If the interviewer says something that could equally mean ‘continue speaking’ or ‘I accept that claim,’ choose a form appropriate to its conversational role; annotate uncertainty where important. Removing every backchannel may make the account look like a prepared speech rather than a jointly produced exchange.
Speaker Identification Is Evidence
A transcript with alternating lines can be readable yet disastrously wrong if one sentence is assigned to the wrong speaker. When two people overlap, resist the temptation to guess whose words were louder. Use explicit overlap notation, a timecode and a review marker. A name in brackets should not silently become a claim that the person can be identified by voice.
Group interviews are especially demanding. The person who asks a question may not be the official interviewer. Participants may quote absent relatives, reenact a historical conversation or speak in a collective ‘we’. Distinguish a present participant’s voice from words they attribute to somebody in the past. Otherwise a sentence such as ‘He said, “We had no choice”’ may misleadingly appear as the speaker’s current assertion.
When the source switches language in mid-sentence, note the switch if it matters for identity, social relations or topic framing. Code-switching can establish audience, emotional distance or exactness. Rendering every line into seamless standard prose may meet a simple readability brief but should not be sold as a linguistically complete record of the original exchange.
Decide What Verbatim Really Means
‘Verbatim’ is not one universal formatting standard. Strict verbatim may represent fillers, repetitions, false starts and sounds. Intelligent verbatim may keep the person’s wording while removing some routine disfluency. An edited narrative can rearrange or condense speech for publication, but it is no longer the same evidential object. State which level has been commissioned and never pass one off as another.
For example, ‘I, I went to the—well, I meant I tried to go in June’ contains a visible correction. A fluent target such as ‘I went in June’ discards the distinction between an attempt and a completed action. The target may improve grammar while retaining the correction: ‘I—I went to… no, I mean, I tried to go in June.’ The precise punctuation depends on the target language and the recorded speech.
Not all hesitations deserve identical treatment. A filler that simply holds the floor may be less relevant than a hesitation before naming an accused person. A repeated pronoun may reflect ordinary conversational rhythm rather than uncertainty. A transcript’s declared convention should guide consistency, but the translator still needs to exercise contextual judgement and flag consequential choices.
Pauses, Silence and Laughter
A two-second silence after a painful question can mean something very different from a missing segment caused by faulty audio. Label what can be observed without assigning an unverified motive: ‘[pause, approximately two seconds]’ is different from ‘[reluctant to answer]’. The first can be checked against the sound; the second interprets a mental state.
Laughter may express joy, embarrassment, disbelief, discomfort, social politeness or shared knowledge. Translating ‘[laughs]’ as ‘jokes’ transforms an action into an intention. Likewise, a sigh is not automatically evidence of sadness. If nonverbal features matter, retain descriptive notes proportionate to the transcription standard and avoid turning the translator into a novelist.
Remember that target-language punctuation can change how silence is perceived. A dash may signal interruption in one editorial convention and an inserted explanation in another. Explain conventions to readers with a short transcript key, then apply them consistently. The goal is not to reproduce every acoustic detail but to make important interpretive evidence available for checking.
Protect Names, Places and Time
A personal name may have multiple spellings across scripts and periods of a person’s life. Use a documented transliteration choice and retain source forms when needed for searchability. If an interviewee says ‘my aunt Mary’ and it is unclear whether Mary is a legal name, nickname or translated name, do not manufacture a certainty. An archive can provide a name index separately from the diplomatic transcript.
Place names also carry history. A street may have changed names, a town may have shifted boundaries, or a community may use an informal local designation. Give readers the original term and a brief explanatory note where useful instead of quietly substituting a present-day label. Translating the spoken name as though it always meant the modern administrative unit can create a false chronology.
Treat ‘the following year’, ‘before the harvest’ and ‘when my daughter was small’ as relative time expressions. Preserve the relationships first. A supplied calendar conversion can go in an editor’s note if evidence supports it. Never let a translator’s plausible estimate pass as the speaker’s own date.
Handle Dialect and Register Without Caricature
A speaker may use rural, urban, regional, occupational or generation-specific vocabulary. A target-language dialect might seem like an appealing substitute, but it can place the speaker in a social world they never belonged to. Translating a dialect speaker into a stereotyped accent can create an unwanted comedy or class signal. Preserve relevant linguistic character without inventing an unrelated target identity.
One practical method is to retain semantic choices and rhythm where naturally possible, while explaining especially meaningful forms in notes. A speaker who uses a traditional kinship term might be identifying a social relationship with obligations that ‘uncle’ does not capture. A footnote or glossary entry may be more honest than choosing a misleading supposedly equivalent title.
Register is equally important. Does the speaker address the interviewer formally, argue with them, tease them, or defer to them? Pronouns, honorifics and sentence endings may encode those relationships. When the target language lacks a neat counterpart, the translator should prioritise the social function and document especially important losses rather than forcing a false one-to-one equivalence.
Make Cultural References Discoverable
An oral-history speaker may assume listeners know a festival, rationing practice, local school system, trade, customary meal or historical slogan. Translating the word without context can leave the target reader bewildered; replacing it with a familiar target-culture custom would falsify the setting. Retain the identifiable source reference and add a concise explanatory note when the brief permits.
Keep an editorial distinction between a translation and a note. ‘We queued for the red tickets’ might remain a faithful rendering, with a note that the tickets were used for a particular distribution scheme if independent documentation confirms it. Do not embed a newly researched interpretation inside the speaker’s quotation as though it had been spoken.
The same care applies to humour and idioms. A joke can be explained in a note, recreated as a functional equivalent in an explicitly adapted version, or preserved with a short explanation. The correct choice depends on whether the reader needs documentary fidelity, reading enjoyment or both. Never disguise an adaptation as an exact quotation.
Distinguish Reported Speech From the Speaker’s Position
People recount disputes by imitating the voices of parents, teachers, managers or officials. A transcript might read, ‘My father said, “You will never manage it,” and I thought, “We will see.”’ Two quoted voices and an internal thought occur inside one present-day sentence. Translation should preserve the nested attribution rather than flattening everything into the interviewee’s settled beliefs.
Pay attention to reporting verbs. ‘Claimed’, ‘said’, ‘admitted’, ‘insisted’, ‘explained’ and ‘alleged’ suggest different relationships to evidence and credibility. Choose a neutral verb unless the source clearly warrants a more charged one. Do not insert a moral judgement via a reporting verb merely because the content seems disturbing or implausible.
Tense can shift as someone reenacts an earlier scene. Historical present is common in storytelling: ‘So I walk into the room, and he says…’ A target may preserve this dramatic immediacy or represent the event in past tense depending on linguistic norms, but the choice should not erase whether the passage is enacted memory rather than a live event.
Work Carefully With Trauma and Sensitive Testimony
Some interviews discuss loss, discrimination, violence, displacement, illness or intimate family relationships. Accuracy does not require dramatic language. Use the speaker’s level of explicitness; do not intensify a guarded description or euphemise an unambiguous one without editorial authorisation. Be particularly careful with the age, identity and roles of people mentioned.
Respect redactions. If a source has ‘[name withheld]’, the target must not restore a known identity from elsewhere in the transcript. If the source has an access restriction, the translated copy must inherit the appropriate restriction until the rights holder or project authority decides otherwise. A translation workflow can inadvertently leak information through filenames, translator comments, shared glossaries or AI services even when the final paragraph is anonymised.
Translation reviewers should be trained to mark a concern without attempting to diagnose the speaker. ‘The source uses an uncertain pronoun reference’ is a legitimate query. ‘The speaker is probably repressing something’ is an unsupported psychological interpretation. Ethical restraint improves both human dignity and documentary reliability.
Machine Translation Is a Draft, Not an Earwitness
Automated transcription and machine translation can be useful for exploring a multilingual collection, finding likely topics or drafting low-risk segments. Neither tool attended the interview. Speech recognition may guess an unfamiliar name, merge two voices or erase overlapping speech. A language model may turn awkward testimony into a coherent account that nobody actually gave.
Separate speech-recognition error, translation error and editorial alteration in the review notes. A wrong source transcript cannot be rescued by polishing the target. Reviewers should return to audio for consequential doubts. Where language varieties, low-resource languages, technical vocabulary or poor recordings make recognition less reliable, raise the proportion of human source verification.
Never upload restricted recordings or transcripts to an external system without checking contractual terms, participant permissions and institutional safeguards. A model-generated confidence score is not proof of accuracy. Better evidence comes from a bilingual reviewer, source audio checks, an explicit issue log and transparent rules about which output may be published.
Build a Translation Brief That Can Be Audited
Write down the audience, language variety, purpose, access level, deliverable types, treatment of disfluency, naming rules, timecode format, privacy rules, glossary ownership and review authority. A brief prevents a translator from solving one problem differently on every page. It also tells future editors which compromises were deliberate.
Consider whether the project needs two versions: a research transcript that preserves more spoken detail and a readable public version that removes only agreed nonessential features. Link them through stable IDs and state the difference prominently. A museum caption derived from a source interview is an adaptation; it should not replace the source record.
Set a query protocol. If a segment has two plausible interpretations, the translator may flag it to a source-language reviewer or archive coordinator. If speaker review is possible, collect corrections without silently overwriting the original. A corrected statement can be linked as a later version. Preserving provenance is more important than producing the appearance of a perfect past.
Translation Sequence: A Practical Eleven-Step Route
First listen or read for overall meaning. Second map speakers and timecodes. Third inventory names, dates and recurring terms. Fourth mark uncertain audio and source transcription decisions. Fifth establish a register and notation key. Sixth translate the claims without polishing away hedges. Seventh preserve interviewer prompts and reported speech. Eighth check sensitive material and access restrictions. Ninth review the target for naturalness. Tenth compare a bilingual sample against audio and source. Eleventh sign off with a version number and a record of unresolved issues.
A useful ordering principle is ‘evidence before elegance’. This does not mean the finished translation must sound awkward. It means fluency should be achieved only after the speaker’s claims, relationships and uncertainty have been secured. Natural grammar can express a hesitation accurately; it need not flatten a hesitation into a decision.
For a large archive, adopt sampling rules according to risk. Every passage containing a name, number, accusation, legal claim or sensitive detail may need source-audio checking. Routine conversational passages can receive proportionate review. The method should be documented so that a visitor knows what ‘checked’ means and does not mistake a light editorial pass for a forensic transcription audit.
Worked Example: Memory and a Corrected Date
Source: ‘It was 1978—I think. Wait, perhaps 1979, because my brother had already left.’ A misleading target might state: ‘In 1979 my brother had left.’ That omits both the original guess and the reason for correction, and it sounds as though the speaker confirmed the final year.
A better translation retains the sequence: the first date, the self-interruption, the revised uncertain date, and the reason the speaker supplies. If the target language uses a different word order, arrange the clauses naturally but keep the epistemic path visible. Historians can then see not only what year was mentioned but how the witness arrived there.
A verification question is useful here: can a target-only reader tell that the date remains uncertain? If not, the translation has changed evidence. The editor can offer a separate annotation comparing the chronology with documented events, but any such comparison should be clearly outside the quotation.
Worked Example: Leading Question and Emotional Meaning
Question: ‘Were you frightened when the doors closed?’ Reply: ‘Not at first. I was mostly confused. Later, yes, frightened.’ Removing the question and translating only the final word ‘frightened’ creates a sensational account that the full exchange does not support.
In the target, preserve the contrast between initial confusion and later fear, and keep the prompt. If the interviewer repeats a word supplied by the participant, the timing of that repetition matters too. It shows whether an emotional category was proposed from outside or introduced by the speaker.
This is why interview translation benefits from a turn-by-turn review. A passage can be accurate at the sentence level but misleading at the conversational level if surrounding turns disappear. When an editor selects quotations for display, supply enough context or a traceable source identifier for the quotation’s meaning to be understood.
Worked Example: Quoting a Relative
Source: ‘Grandmother used to say, “A quiet house hides a busy mind.” I didn’t agree then.’ A translator must keep the proverb or saying as grandmother’s attributed speech and retain the disagreement. Replacing it with a familiar target proverb may change the tone, while omitting the final sentence wrongly implies the interviewee embraced the saying.
If the saying has a culturally specific image, consider preserving the image and explaining its probable meaning in a note. If the source actually used a well-established proverb, mark it in the glossary to ensure consistent treatment if it appears elsewhere. Distinguish what the grandmother said from what the researcher later believes it signified.
Ask a reader who has not seen the source to identify all positions in the target: the grandmother’s advice, the younger person’s reaction, and the narrator’s present recollection. If any collapse together, revise the attribution.
Worked Example: Code-Switching as a Social Signal
Imagine a participant narrating in one language, then switching to another to quote the exact words on a notice. A single-language target that translates everything smoothly may retain the notice’s informational content but conceal the fact that the quoted official language was socially important to the memory.
A translator could mark ‘[said in Language B]’ or retain a short original phrase with an explanation, if the project’s conventions and consent permit. The choice depends on why the switch matters: a language identity question, a power relation, an official document or the emotional force of the remembered expression.
Not every switch needs a footnote. Over-annotation can overwhelm the reader. The professional decision is to protect interpretively consequential switches and provide a general transcript key for routine bilingual behaviour. This balances legibility with evidence.
Worked Example: Ambiguous Pronouns
Source: ‘She told her that they would come.’ Depending on the source language and wider dialogue, the speaker may be referring to two distinct women or to the same person in a reflexive construction. English-like target pronouns may conceal that distinction; other languages may require the translator to select a grammatical form that resolves it.
Do not guess from social expectation. Check surrounding turns, named participants and the sound recording; where ambiguity persists, preserve it if the target allows or mark a translator’s note. An invented name in brackets must be identifiable as editorial supplementation, never as a quoted word.
The aim is not to freeze all ambiguity forever. It is to avoid laundering an uncertain reference into a definite historical claim. Research collections are valuable precisely because later readers can revisit such unresolved points.
Worked Example: A Long Pause After a Question
Question: ‘Who decided that?’ [pause 00:03] Reply: ‘I can’t say.’ A fluent rewrite as ‘The speaker refused to identify the decision-maker’ introduces an intention that was not necessarily expressed. The answer might mean lack of knowledge, inability to speak under constraint or a personal decision not to disclose.
Translate ‘I can’t say’ as closely as target grammar allows and preserve the pause according to the project’s notation. A neutral note may indicate that the pause is audible; it should not provide a motive without evidence. If a public exhibit needs a concise summary, label it as a curator’s summary rather than a direct translation.
Small choices like this determine whether an archive remains a source for inquiry or becomes somebody else’s ready-made interpretation. The translator must leave reasonable questions open when the source leaves them open.
Worked Example: A Number in a Spoken Story
An interviewee says ‘There must have been thirty or forty people—maybe more.’ Translating it as ‘About forty people attended’ turns a remembered range into a central estimate and removes the speaker’s open-ended uncertainty. The speaker did not conduct a headcount.
Preserve the alternative numbers and the possibility of more. If the target language has a conventional approximate-number construction, use it so the result is natural, but keep the degree of precision as given. Do not convert vague quantities into neat statistics simply because numbers look more professional.
The same applies to distances, prices, ages and times. Check whether a word signals exactness or approximation before standardising units. If a later researcher wants to derive an estimated count, that analysis belongs outside the testimony itself.
Editing for Publication Without Altering Evidence
A readable edition can include headings, contextual introductions, speaker biographies, photographs, explanatory notes and thematic excerpts. Each layer should be attributable to the editorial team rather than the historical speaker. Visual polish can help audiences discover the record; it must not hide where the primary evidence ends.
For quoted excerpts, apply a clear rule for ellipses and omissions. Cutting two sentences out of a reply may make one argument appear uninterrupted even though the source contained objections. Maintain enough context and supply a reference to the complete transcript. A sensitive collection may provide restricted rather than openly accessible full materials, but its description should still be accurate about what exists.
If a translation has been corrected after publication, preserve a revision history indicating what changed, why and whether the correction affects interpretation. A changed name spelling and a changed attribution of responsibility are not the same type of revision. Credible editorial work makes consequential revisions findable.
A Review Worksheet for Teachers and Researchers
Give students a short interview excerpt and ask them to mark five types of information: speaker, claim, source of knowledge, uncertainty and temporal relationship. Have them produce an initial target translation, then swap it with a partner who sees only the translated text. The partner should reconstruct the five types and describe where they feel certain or uncertain.
Next reveal the source and compare reconstructions. If the target reader attributes a statement to the interviewer instead of the participant, inspect turn boundaries. If the reader thinks an event is verified but the source says ‘I heard’, check evidence markers. If the reader mistakes a refusal for ignorance, review modal expressions.
End with a reflective question: what did the translator do to make the text readable, and which decisions needed explicit annotation? This practice builds judgment rather than encouraging students to maximise literal word matching. It also makes a useful classroom bridge to reading comprehension, historical source evaluation and research ethics.
A Second Exercise: Translate the Interviewer’s Question First
Provide the same answer alongside three prompts: an open question, a leading question and a clarification request. Ask students to translate the prompts before touching the answer. They should then explain how the prompt constrains plausible interpretations of what follows.
For instance, ‘Tell me about the journey’, ‘Was the journey dangerous?’ and ‘When you say “journey,” do you mean the river crossing?’ do not invite identical answers. If a translator works only from isolated response segments, they may miss why the participant chooses a particular pronoun, tense or level of detail.
This exercise reveals a larger principle. Meaning belongs to an exchange, not merely a sequence of independent sentences. Context can travel inside grammar, silence, shared reference and prior turns, so translation review should sample conversations rather than sentences alone.
A Third Exercise: Build a Bilingual Evidence Map
Take a five-minute recording with at least two speakers. Create a table with timecode, source turn, provisional target, fact/stance tags, query status and reviewer initials. Mark every date, name, first-person observation, hearsay signal, hesitation before a key term and meaningful self-correction.
Now hide the source and ask a target-language reader to narrate the event in five bullet points. Compare the reconstructed story with the speaker’s actual position. Any discrepancy must be classified: mistranscription, mistranslation, ambiguity, editorial compression or reader inference. Different causes require different fixes.
A useful final product is not a perfect-looking target text but a document whose uncertainties are managed. A documented unresolved question is often better than a confident unsupported answer. That is what makes a translated oral history useful decades later.
Frequent Errors and Their Repairs
One common mistake is polishing uncertainty away. Repair it by highlighting every qualifier in the source and searching for its functional equivalent in the target. Another is changing the actor in a passive construction. Repair it by checking who performs, receives and reports each action. A third is normalising historical place names without annotation. Repair it by maintaining a name register and source form.
Other errors include merging speaker turns, losing a negation, treating interview acknowledgments as agreement, mistaking a later memory for a contemporaneous observation, guessing an inaudible word, and making an interrupted sentence look complete. An effective final review sorts errors by the damage they do to testimony, not just by how obvious they look on the page.
When the target text sounds strangely polished, ask a precise question rather than assuming something is wrong: did the project authorise intelligent verbatim or a public narrative edition? If yes, does the edition retain a route to the source? If no, restore the relevant features of spoken language and clearly identify any still-unresolved passages.
Questions Readers Often Ask
Can AI translate interview transcripts?
It can produce drafts and help identify recurring terminology, but it may misidentify speakers, smooth hesitations, invent readable links and misread dialects. For consequential uses, bilingual human review and access to the original recording remain essential.
Should oral-history translation be word for word?
Not necessarily. Grammar differs across languages. The goal is to preserve evidential meaning, voice and the project’s declared transcription detail, not to copy a source sequence that becomes misleading or unnatural in the target.
Can I remove filler words?
Only according to an agreed transcription or publication standard. Keep or annotate fillers, pauses and corrections when they affect uncertainty, turn-taking, attitude or the interpretation of evidence.
What if the recording is unclear?
Mark the uncertain interval, provide the timecode and seek another qualified listener where feasible. Do not invent a plausible sentence simply to make the passage complete.
Should a speaker review the translation?
Where possible and ethically appropriate, review can catch misunderstood names and meanings. Document later corrections, and do not erase the distinction between original testimony and retrospective amendment.
How can researchers check translation quality?
Use bilingual comparison against source turns, spot-check important intervals against audio, review terminology and speaker attribution, and keep a transparent issue log. A back-translation may reveal problems but is not a substitute for checking the actual source.
The Rule to Keep
Translate the person, the conversation and the limits of the evidence—not the story you wish they had told. Clear language matters, but clarity must never come from inventing certainty, changing who spoke or polishing away a consequential correction.
For the wider system, follow Master Art of Translation, then explore related eduKateSG translation guides on terminology, revision and machine translation. The strongest publication is one that helps today’s reader while keeping tomorrow’s researcher able to inspect the record.