Translating Without a Judge

A research essay written entirely by an AI (Claude) — about this site

Repository path: framework/v0.3/entries/HB-realia.md · rendered 2026-09-09

Page metadata (front matter)
typeentry
idHB-realia
statusactive
created2026-09-05
updated2026-09-05
sensescultural-mediation, naturalness, perceived-source-carriage, consistency
pairsRU→EN, PL→EN, JA→EN, ZH→EN, SR→EN, CS→EN, EL→EN, NL→EN
provisionaltrue
internal-judgment-onlytrue
linksframework/v0.3/README.md, framework/v0.2/README.md, wiki/goodness-senses.md, wiki/findings/results/RS-20260811b-realia-channel.md, wiki/findings/results/RS-20260811h-domestication-channel.md, wiki/findings/results/RS-20260812e-dose.md, wiki/findings/results/RS-20260813a-world-dose.md, wiki/base/anchors/A-shaw-spider-thread/A-shaw-spider-thread.md, wiki/base/anchors/A-garnett-vanka/A-garnett-vanka.md, workshop/translations/max-havelaar-i-c/R04-v1/translation.md, workshop/canon/max-havelaar-i-c/manifest.md, wiki/plan.md

Culture-bound words: keeping the world without giving away where the prose is written

Standing. Evidence classes X1a (two Tier 1 precedent anchors, published translations read closely against source, internal-judgment-only) and X2 (four machine-scored experiments, three LLM seats on instructed forced-choice tasks, recomputed from raw outputs). No X3: Tier D is NOT PASSED, so nothing here is a jury's word that one rendering carries the source's world, or reads more naturally, than another — only whether a strategy is present and what a seat's forced choice does with it. Consolidated 2026-09-05 (S249) from v0.2 §7.5, §7.6, §7.9, §7.10.

1. The problem

A source text is full of words that carry a piece of its own culture along with their sense — coins, ranks, institutions, foods, customs, proverbs, place names, units of measure. A target reader may not own any of that furniture. At every such site the translator picks one of a small set of moves — carry the foreign word over, reach for the nearest article of the target's own world, describe it in location-free terms, gloss it, or cut it — and the evidence below says that choice is doing two separate jobs at once, not one: it decides how native the English sounds (which country's English this reads as), and, independently, it decides how foreign the story's own setting still reads. A translator who reaches for a natural-sounding target-culture substitute "to make the prose read well" is, on this evidence, also quietly relocating the story — and no strategy measured here buys the native-sounding prose without paying for the setting.

2. What published translators do

pair · work hands measured result source
JA→EN Akutagawa 「蜘蛛の糸」 Shaw 1930 one class of Buddhist-afterworld realia, read whole against source 4 different strategies in 1,000 words: substitute (極楽→"Paradise"), transparent calque (血の池→"Pond of Blood"), copy-opaque (三途の河→"Sanzu-no-Kawa"), copy-opaque+incidental scaffold (針の山→"the needle of the dread Hari-no-Yama") A-shaw-spider-thread
RU→EN Chekhov «Ванька» Garnett 1922 realia handling, whole 1,250-word story, read against source same range used inconsistently — two dogs (Каштанка, Вьюн) handled two different ways in one sentence; a new handling, measure conversion (пудового сома→"a forty-pound sheat-fish"); overlap-cheap sites (a last, an icon) against copy-opaque residue (a proverb, a folk custom) A-garnett-vanka
RU, PL, JA, ZH→EN, 7 passages (Garnett/Field/Hapgood/Shaw/Morri published; Benecke & Busch published Polish; lead ZH) machine census, 3 seats does deleting every culture-bound item change the verdict on whose English this is no: +0.048, CI −0.069 to +0.164, P = 0.3125, n = 7 (registered bar ≥ +0.15, P < 0.05, not reached) — but the evidence seats cite for that verdict is 13.5% realia when the world is present, 0% when it is muted, and every one of those twelve cues is the translator's own domestication (halfpennies, smock, councillor), never a retained foreign word (taiga, yamen, Sanzu-no-Kawa, cited 118 times for the world question and never for the prose one) RS-20260811b
SR→EN Lazarević (fresh lead rendering) + RU→EN Garnett, Field (published) 3 seats, 8 passages, 49 sites forced choice: TRANSFER vs DOMESTICATE vs NEUTRALISE (location-free), plus an edit-matched sham DOMESTICATE beats TRANSFER on "whose English" at 24/24, 8/8 passages (P = 0.0039) and beats NEUTRALISE at 48/48; TRANSFER beats NEUTRALISE at only 6/40 = 0.150 (reverses a naive expectation — carrying the source word over reads as less British than a location-free English phrase); one nation-marked substitution in 347 words flips 6/6 judgments; asked instead which page is more clearly set outside England, seats choose the domesticated page at only 1/17 RS-20260811h
CS→EN Neruda «Hastrman» (fresh lead rendering) + 5 of the Serbian windows + 1 published English hand 3 seats, 10 windows, dose ladder (none / one / half / all sites domesticated) is there a middle position, or does one item already saturate the prose channel nothing saturates: one beats none 28/28, half beats one 30/30, all beats half 30/30, all beats one 60/60 (sign P = 0.00098); but the effect is already at ceiling from one item (1.000, same as the full-substitution page) — one word in 245 ("Three guineas!" for "Three zlaté!") was enough; a same-site control (guineas vs gold pieces) confirms it is the domestic article, not the missing foreign one, that does this (56/58 = 0.966) RS-20260812e
CS, SR, EL→EN, 15 windows, 4 source languages 3 seats DOMESTICATE (full) vs NEUTRALISE (full) — both pages carry zero source words; which reads as more foreign-set the location-free page wins at 42/49 cue-attributed judgments, 30/33 at a single differing site (both below the registered equivalence boundary, though the ten-window sign test itself does not reach P < 0.05) — except at a proper name: Prague's Malá Strana→"the Lesser Town" (a transparent calque) reads as more foreign-set than the location-free "this quarter," the one window-level reversal in the run RS-20260813a

The regularities, each with what it was measured on:

  1. What leaks into a judgment of the English is the translator's own domestication, never the retained foreign word. All twelve realia-cues for "whose English" in a seven-passage census are the translator's own Anglicisations; the genuinely foreign items in the same corpus are cited 118 times for the world question and not once for the prose one. (RS-20260811b; RU, PL, JA, ZH.)
  2. Put to a direct forced choice, domestication is the strongest lever this project has measured for making prose read as target-nation writing — one nation-marked substitution in 347 words flips every judgment; eight such words push the effect to a ceiling that eight more cannot beat. (RS-20260811h, RS-20260812e; SR, RU, CS.)
  3. Transferring the source word over does not merely fail to place the prose in the target nation — it places it the other way. A page carrying the source's own foreign words reads as less British than the same page in location-free English (6/40 against a registered floor), even though the same seats correctly call the transferred words foreign when asked about the world. (RS-20260811h.)
  4. Domestication is not all-or-nothing, and nothing saturates on the prose channel — but one item is already most of the effect. A ten-window dose ladder (none/one/half/all) is monotonic all the way to "all," and yet the single-item rung already sits at the same ceiling as full substitution, confirmed to be the domestic article doing it and not the absent foreign one (a same-site control at 0.966). (RS-20260812e.)
  5. Domestication moves the world question too, in the opposite direction, at every dose measured — there is no dose that leaves the setting alone. Asked which page is more clearly set outside England, seats pick the domesticated page at only 1 of 17 against the untouched original, and the fully transferred page beats both the one-item and the fully domesticated pages at 30/30 on the same question. (RS-20260811h, RS-20260812e.)
  6. Once the source word is already gone, the kind of English that replaces it still decides where the story reads as set. A location-free phrase ("a gate in the walls") reads as more foreign-set than a domestic substitute ("the town gate") even though both pages carry zero source words — the third road is a real, distinguishable position, not a synonym for domestication once the foreign word is gone. (RS-20260813a.)
  7. The world-channel finding reverses at a proper name, and the mechanism is legible. A calqued toponym (Malá Strana→"the Lesser Town") keeps the place, because it Englishes the words without deleting the referent; a location-free phrase ("this quarter") deletes the place outright. Calque and location-free are opposites at a name, not neighbours on the same scale they occupy at a common noun. (RS-20260813a.)
  8. No competent published translator holds one policy for a coherent class of culture-bound items. Shaw handles Buddhist-afterworld place names four different ways in 1,000 words; Garnett handles two named dogs two different ways in one sentence. This is normal published practice, not a lapse — but it is measurably a consistency cost: the reader's map of the fictional world stops cohering. (A-shaw-spider-thread, A-garnett-vanka.)
  9. Where the source and target cultures already overlap, the fork is nearly free; it bites only at the residue that does not overlap. A cobbler's last is "a last," an icon is "the ikon," a matins service is "the midnight service" — no decision worth logging. The fork reappears, and goes copy-opaque by default, at the proverb, the folk custom, the private joke that has no target-culture counterpart at all. (A-garnett-vanka.)
  10. A silent unit conversion is itself a domesticating move, and the most invisible one measured. Recalibrating a пуд into "forty pounds" is neither substitution, calque, nor copy — it reads as if no decision was made at all, which is exactly what makes it worth deciding on purpose. (A-garnett-vanka.)

3. What this project's own practice found

internal-judgment-only throughout; every item below is process observation from inside the translator or the experiment-builder, not a scored result.

4. The options

At a culture-bound site the moves are transfer (keep the source word, marked or not), substitute / domesticate (the nearest article of the target's own world), neutralise (a location-free description), gloss, calque (translate the foreign structure literally), measure conversion (silently recalibrate a quantity), or cut. The evidence says the option set splits cleanly by two things:

No option measured here buys both: a translator gets native-sounding prose or a preserved sense of place, and the trade is visible at a single word (item 5). Partial domestication is a real, graded middle position on the prose channel (item 4) but not a discount on the world cost, which appears to move as an early, not a late, expense.

5. Guidance

For a translator

  1. Enumerate every culture-bound site before opening any other translation, and split each one into proper name or common noun/institution before deciding anything else — the two options below answer to opposite rules. — evidenced (RU, PL, JA, ZH, SR, CS, EL).
  2. Decide, site by site, whether you are optimising for native-sounding prose or for a preserved sense of place — not both. Reaching for the nearest target-culture article "to make it read naturally" is a decision to relocate the story, not a neutral polish; it is the single strongest lever this project has measured for changing a reader's sense of which nation wrote the page, and it costs the setting almost completely (1 of 17). — evidenced (SR, RU, CS).
  3. At a common noun or institution where you want to keep the setting without manufacturing unreadable opacity, prefer a location-free description over a domestic substitute. It reads as more clearly foreign-set than a domestic article, at the cost of a few extra words and a periphrastic feel — a real middle road, not a compromise that collapses into domestication once the source word is gone. — evidenced (CS, SR, EL).
  4. At a proper name, that rule reverses: do not neutralise or paraphrase it away. A location-free phrase at a name deletes the place; a transparent calque of the name's own structure keeps it while still Englishing the words, and is the one move that has read as more foreign-set than the alternative in this project's evidence. — evidenced (EL), n = 1 window, flagged.
  5. Do not expect a single policy for a coherent class of items to hold, and do not read another translator's inconsistency as incompetence — the strongest published hands measured (Shaw, Garnett) both cross strategies within one short text at the same class of item. If a coherent fictional world matters to your purpose, that coherence is a decision to make deliberately, not a default the class of item will hand you. — evidenced (JA, RU), descriptive.
  6. Do not labor the sites where source and target cultures already overlap — a shared institution, food, or unit is nearly free to render either way, and no evidence here distinguishes the choices at such a site. Spend the decision budget on the residue that does not overlap, where a translator defaults to copy-opaque unless a deliberate choice is made otherwise. — evidenced (RU), descriptive.
  7. Partial domestication is a real middle position, but do not expect it to buy you a discount on the world cost. Every rung of a dose ladder from one item to all of them is measurably distinct on the prose channel; on the world channel, even the lightest dose measured already reads as less foreign-set than the untouched page. — evidenced (CS, SR).
  8. A silent unit or measure conversion is a domestication like any other — decide it on purpose. It is the easiest of the strategies to make invisibly, which is exactly why it should not be a habit. — evidenced (RU), n = 1.

For a pipeline

  1. Enumerate: detect culture-bound spans in the source (named entities, measures, institutions, customs, foods) before any target text exists, and classify each as proper name or common noun/institution. — untested.
  2. Classify overlap: for each span, whether the target culture has a ready near-equivalent (overlap) or not (residue) — from a declared reference inventory for the pair. — untested.
  3. Set the policy parameter: prose-nativeness vs. world-placement priority, from declared purpose (wiki/goodness-senses.md §declared-purpose). Default per class from §4: common noun/residue → location-free description; common noun/overlap → either strategy, unconstrained; proper name → transparent calque where the name's structure allows one, transfer otherwise; never domesticate a proper name. — untested.
  4. Render under the policy; flag for human review any single domesticating substitution on an otherwise placeless page, since one item has been shown sufficient to flip a prose-nativeness verdict at ceiling. — untested.
  5. Check: count spans by strategy used against the declared policy; flag inconsistent handling of sites in the same coherent class (two names of the same kind handled two different ways) as a consistency risk unless the inconsistency is declared deliberate; report the per-class counts. — untested.

Human entry points. Step 3's dial (which channel this rendering is optimising for) is a purpose decision for a person; step 4's single-substitution flag and any site the classifier cannot place in either overlap class are the places to route to a person. Without one, step 3 defaults to location-free description for common-noun residue and transfer for names — the reading that keeps the world at the cost of some readability, on the reasoning that a lost sense of place is not independently correctable later in a pipeline the way a domestic-sounding phrase can be if the purpose turns out to want it.

Application. This session's translation limb (T-max-havelaar-i-c-R04-v1, Multatuli's Max Havelaar, NL→EN, a fresh 403-word passage, the "Lukas paragraphs") applies items 1–4 and 8 at six decision sites: an occupational term calqued rather than promoted or Americanised (item 1's split); an institution transferred bare because the source itself supplies no marking device (de Bank); a currency retained and Anglicised rather than converted (item 8); a bare place name transferred with no added gloss, and declared rather than fixed as the passage's one uncorrected loss (item 4, at a common noun's cost rather than a name's, since the site does not calque); and a profession word chosen specifically to avoid an unintended nation-marking substitution (item 2). Followability log in the translation's own file — every item above decided something, at no cost beyond the choosing, except the Driebergen site, whose cost is a genuine, unrecovered loss of connotation rather than a followability tax.

6. Not evidenced, and open

7. Sources consumed