claude_opus_4_8 v3 Evaluation

Generated: 2026-07-25 12:52:16 UTC

Pairs100
Distinct lemmas100
Slope0.957
R^20.988
BLEU-454.1%
chrF++75.0%
METEOR80.8%
ROUGE-L81.4%
BERTScoreN/A
COMETN/A
BLEURTN/A

Profile version id: 2014

First translation using this version: 2026-07-05

Total usable AI runs for this version: 100 runs across 100 lemmas

Created: 2026-07-02 10:20:24.063701+10:00

Active: True

Notes: External-only Claude workspace variant for Claude Opus 4.8; copied from legacy_scholarly v3 (source profile_version_id=1101); source_active=True; uses_guidance_context=True.

Prompt length scatter plot

Length Regression

FormulaAI words = intercept + slope * human words
Slope0.957
Intercept1.190
R^20.988
P-value2.67e-95
Pearson r0.994
Mean source words30.400
Length fallback rows0
Mean human words44.160
Mean AI words43.430
Mean absolute length residual2.672
Mean absolute percent error5.9%

Metric vs Passage Length

These plots test whether score changes with source passage length for this prompt version. The dashed line is an ordinary least-squares fit; the annotation reports n, r, R^2, p-value, and slope.

BLEU-4 vs passage length
BLEU-4: significant negative; r = -0.415, R^2 = 0.172, p = 1.77e-05.
chrF++ vs passage length
chrF++: significant negative; r = -0.453, R^2 = 0.205, p = 2.26e-06.
METEOR vs passage length
METEOR: significant negative; r = -0.488, R^2 = 0.238, p = 2.55e-07.
ROUGE-L vs passage length
ROUGE-L: significant negative; r = -0.511, R^2 = 0.261, p = 5.59e-08.
Trigram precision vs passage length
Trigram precision: significant negative; r = -0.393, R^2 = 0.154, p = 5.24e-05.
Trigram recall vs passage length
Trigram recall: significant negative; r = -0.399, R^2 = 0.159, p = 3.89e-05.
Trigram F1 vs passage length
Trigram F1: significant negative; r = -0.397, R^2 = 0.158, p = 4.32e-05.
Trigram Jaccard vs passage length
Trigram Jaccard: significant negative; r = -0.385, R^2 = 0.148, p = 7.71e-05.
Metric Rows Pattern Pearson r R^2 P-value Slope Status
BLEU-4 100 significant negative -0.415 0.172 1.77e-05 -0.00282 ok
chrF++ 100 significant negative -0.453 0.205 2.26e-06 -0.00179 ok
METEOR 100 significant negative -0.488 0.238 2.55e-07 -0.00219 ok
ROUGE-L 100 significant negative -0.511 0.261 5.59e-08 -0.00204 ok
BERTScore 0 not enough data N/A N/A N/A N/A needs at least two rows with metric scores
COMET 0 not enough data N/A N/A N/A N/A needs at least two rows with metric scores
BLEURT 0 not enough data N/A N/A N/A N/A needs at least two rows with metric scores
Trigram precision 100 significant negative -0.393 0.154 5.24e-05 -0.00319 ok
Trigram recall 100 significant negative -0.399 0.159 3.89e-05 -0.00322 ok
Trigram F1 100 significant negative -0.397 0.158 4.32e-05 -0.00320 ok
Trigram Jaccard 100 significant negative -0.385 0.148 7.71e-05 -0.00341 ok

Translation Similarity Metrics

Mean BLEU-454.1%
Mean chrF++75.0%
Mean METEOR80.8%
Mean ROUGE-L81.4%
Mean BERTScoreN/A
Mean COMETN/A
Mean BLEURTN/A
Legacy smoothed corpus BLEU53.2%
Unigram F180.7%
Bigram F159.4%
Trigram precision46.6%
Trigram recall45.8%
Trigram F146.2%
Trigram Jaccard30.1%
4-gram F137.2%

Largest Length Residuals

Lemma ID Headword Human words AI words Residual BLEU-4 chrF++ METEOR ROUGE-L BERTScore COMET BLEURT Human Run Model
2604 Καρχηδών 117 136 22.897 39.1% 68.1% 78.5% 71.4% N/A N/A N/A reviewed/approved 6815 claude-opus-4.8
2484 Καρία 270 246 -13.451 36.7% 62.0% 59.2% 66.2% N/A N/A N/A reviewed/approved 6810 claude-opus-4.8
2603 Κάρυστος 175 179 10.419 41.6% 66.3% 73.0% 70.6% N/A N/A N/A reviewed/approved 6814 claude-opus-4.8
2342 Κάμιρος 54 63 10.158 43.9% 74.4% 75.7% 75.2% N/A N/A N/A reviewed/approved 6802 claude-opus-4.8
2470 Καππαδοκία 68 76 9.767 35.0% 66.2% 79.6% 76.4% N/A N/A N/A reviewed/approved 6808 claude-opus-4.8
2609 Κάσπειρος 135 139 8.679 47.5% 70.9% 74.0% 75.9% N/A N/A N/A reviewed/approved 6818 claude-opus-4.8
2465 Κάνωπος 83 89 8.419 43.1% 69.2% 79.8% 80.2% N/A N/A N/A reviewed/approved 6806 claude-opus-4.8
2056 Καβειρία 112 100 -8.320 28.8% 66.9% 58.2% 67.9% N/A N/A N/A reviewed/approved 6763 claude-opus-4.8
7259 Κύφος 54 60 7.158 58.1% 80.6% 90.6% 82.5% N/A N/A N/A reviewed/approved 6852 claude-opus-4.8
2468 Καπετώλιον 138 127 -6.190 23.7% 52.6% 51.6% 58.1% N/A N/A N/A reviewed/approved 6807 claude-opus-4.8
7255 Κυτέριον 22 28 5.767 48.5% 73.3% 70.6% 76.0% N/A N/A N/A reviewed/approved 6848 claude-opus-4.8
2055 Καβασσός 109 100 -5.451 38.1% 64.7% 71.1% 65.1% N/A N/A N/A reviewed/approved 6762 claude-opus-4.8
2326 Καλλίαρος 47 51 4.853 52.7% 76.0% 92.3% 83.7% N/A N/A N/A reviewed/approved 6792 claude-opus-4.8
2328 Καλλίπολις 43 47 4.680 40.0% 69.1% 73.5% 68.9% N/A N/A N/A reviewed/approved 6794 claude-opus-4.8
2115 Καλὴ ἀκτή 64 58 -4.407 19.6% 54.1% 64.1% 62.3% N/A N/A N/A reviewed/approved 6786 claude-opus-4.8
7267 Κωνώπη 64 58 -4.407 61.1% 76.8% 77.5% 83.6% N/A N/A N/A reviewed/approved 6860 claude-opus-4.8
2605 Κάσιον 56 59 4.245 50.3% 74.4% 85.5% 74.8% N/A N/A N/A reviewed/approved 6816 claude-opus-4.8
2081 Καλάθη 49 44 -4.060 48.8% 72.9% 75.0% 81.7% N/A N/A N/A reviewed/approved 6778 claude-opus-4.8
2059 Καδμεία 20 24 3.680 41.7% 73.5% 82.7% 81.8% N/A N/A N/A reviewed/approved 6766 claude-opus-4.8
7260 Κυχρεῖος πάγος 61 63 3.462 51.0% 71.3% 80.8% 69.4% N/A N/A N/A reviewed/approved 6853 claude-opus-4.8
2116 Κάληρος 40 36 -3.451 20.8% 56.1% 67.1% 60.5% N/A N/A N/A reviewed/approved 6787 claude-opus-4.8
7250 Κυρταία 40 36 -3.451 51.3% 71.0% 73.8% 76.3% N/A N/A N/A reviewed/approved 6843 claude-opus-4.8
2080 Καλαβρία 18 15 -3.407 24.1% 66.1% 53.5% 72.7% N/A N/A N/A reviewed/approved 6777 claude-opus-4.8
2597 Καρπασία 112 105 -3.320 49.3% 73.5% 74.1% 76.5% N/A N/A N/A reviewed/approved 6811 claude-opus-4.8
7251 Κύρτος 66 61 -3.320 40.4% 60.6% 73.5% 70.9% N/A N/A N/A reviewed/approved 6844 claude-opus-4.8
2330 Καλύβη 24 21 -3.147 70.2% 82.3% 87.0% 93.3% N/A N/A N/A reviewed/approved 6796 claude-opus-4.8
7258 Κύτωρος 30 33 3.114 58.0% 81.3% 87.8% 85.7% N/A N/A N/A reviewed/approved 6851 claude-opus-4.8
3496 Κοτιάειον 71 66 -3.103 32.2% 56.3% 62.3% 65.7% N/A N/A N/A reviewed/approved 6832 claude-opus-4.8
2335 Κάλυτις 26 23 -3.060 36.2% 61.9% 62.0% 69.4% N/A N/A N/A reviewed/approved 6801 claude-opus-4.8
7252 Κύρτωνες 27 30 2.984 44.3% 71.0% 74.9% 80.7% N/A N/A N/A reviewed/approved 6845 claude-opus-4.8

Residual Predictors

Positive signed-residual terms are associated with AI translations longer than expected from the human length; negative signed-residual terms are associated with shorter AI translations. Absolute-residual models identify terms associated with larger AI-human length divergence.

Greek source terms predicting signed length residuals

Features: 176; ridge alpha: 24.245; cross-validated R^2: -0.331.

Positive termCoefficientDocsMean presentMean absent
δε και 0.3533 8 3.207 -0.279
απο 0.3082 27 1.647 -0.609
τε 0.2931 5 4.010 -0.211
εστι δε και 0.2769 3 8.723 -0.270
ος 0.2619 6 4.716 -0.301
οι 0.2582 11 2.755 -0.340
εκαλειτο δε 0.2503 3 6.621 -0.205
παιδος 0.2479 4 5.277 -0.220
τη 0.2465 15 2.013 -0.355
και 0.2314 66 0.075 -0.145
πολις 0.2050 68 0.345 -0.733
εκαλειτο 0.1902 7 1.481 -0.111
πολιτης 0.1774 18 2.196 -0.482
εστι δε 0.1621 5 2.688 -0.141
λεγεται 0.1568 9 2.158 -0.213
εν τη 0.1529 7 2.332 -0.176
εις 0.1426 7 -0.122 0.009
στραβων 0.1407 15 1.593 -0.281
λεγεται και 0.1397 8 2.093 -0.182
εδει 0.1335 3 5.665 -0.175
Negative termCoefficientDocsMean presentMean absent
το -0.2432 70 -0.221 0.516
εστι και -0.2340 20 -0.981 0.245
οικητωρ -0.2170 6 -4.219 0.269
γαρ -0.2107 9 -1.248 0.123
περι -0.1578 11 -2.091 0.258
οτι -0.1343 5 -1.947 0.102
θρακης -0.1319 5 -1.773 0.093
της -0.1302 35 -0.668 0.360
και του -0.1269 4 -3.103 0.129
ηρωδιανος -0.1250 3 -7.277 0.225
το θηλυκον -0.1241 6 -3.342 0.213
μεταξυ -0.1238 5 -1.973 0.104
παρα -0.1213 7 -3.209 0.242
εθνος -0.1210 8 -3.016 0.262
τους -0.1195 4 -1.973 0.082
δια -0.1194 16 0.557 -0.106
ως το -0.1184 3 -5.697 0.176
πολις θρακης -0.1096 4 -1.570 0.065
εστι -0.1064 24 -0.282 0.089
πλησιον -0.1054 8 -0.842 0.073

Greek source terms predicting large absolute residuals

Features: 176; ridge alpha: 5.878; cross-validated R^2: -0.454.

Positive termCoefficientDocsMean presentMean absent
και 1.6225 66 3.479 1.106
δε 1.5377 46 4.041 1.506
εκαλειτο δε 1.0414 3 15.589 2.273
εκαλειτο 1.0250 7 8.071 2.266
δε και 0.9534 8 7.193 2.279
ος 0.8479 6 7.813 2.344
απο 0.7416 27 4.873 1.858
εστι δε 0.7359 5 7.779 2.403
εν 0.7165 37 3.549 2.158
εστι δε και 0.6805 3 8.723 2.485
εκαλειτο δε και 0.6413 3 15.589 2.273
δια 0.6390 16 5.286 2.174
εις 0.6257 7 6.476 2.386
γαρ 0.5699 9 5.817 2.361
εστι 0.5683 24 4.413 2.123
τη 0.5564 15 4.742 2.307
φησιν 0.4935 10 7.125 2.177
τε 0.4683 5 4.597 2.571
της 0.4621 35 3.886 2.018
την 0.4509 13 6.112 2.158
Negative termCoefficientDocsMean presentMean absent
το εθνικον -0.6442 56 2.712 2.622
εθνικον -0.6442 56 2.712 2.622
προς -0.5337 15 2.131 2.768
προς τη -0.3783 4 1.217 2.733
και πολις -0.3401 5 1.742 2.721
ως -0.3328 52 3.072 2.239
εκαταιος -0.3201 14 2.065 2.771
εθνος -0.3015 8 3.382 2.611
στραβων -0.2958 15 2.947 2.624
εκαταιος ασια -0.2775 5 1.175 2.751
ασια -0.2775 5 1.175 2.751
δευτερω -0.2756 3 1.107 2.721
νησος -0.2666 9 2.387 2.700
πολυβιος -0.2557 5 1.557 2.731
θεοπομπος -0.2533 5 1.444 2.737
τοις -0.2488 3 1.295 2.715
τις -0.2410 3 0.933 2.726
μια -0.2380 3 1.219 2.717
τεταρτω -0.2259 3 1.973 2.694
πελοποννησου -0.2240 3 0.817 2.730

AI English terms predicting large absolute residuals

Features: 344; ridge alpha: 4.125; cross-validated R^2: -0.391.

Positive termCoefficientDocsMean presentMean absent
and 2.1092 57 3.712 1.294
the 1.3960 96 2.746 0.910
there 1.0436 32 4.614 1.758
called 0.9924 25 4.969 1.907
by 0.8962 14 6.665 2.022
to 0.8307 20 4.831 2.132
used 0.8153 5 9.449 2.316
their 0.8049 5 11.125 2.227
of 0.7969 68 3.092 1.780
on 0.7532 17 4.854 2.225
with 0.7493 16 5.386 2.155
for 0.7258 11 6.082 2.251
there is 0.6848 25 4.516 2.058
be called 0.6824 4 9.370 2.393
to be called 0.6824 4 9.370 2.393
used to 0.6824 4 9.370 2.393
used to be 0.6824 4 9.370 2.393
and there 0.6745 5 8.484 2.366
after 0.6561 22 5.294 1.933
and there is 0.6553 4 9.981 2.368
Negative termCoefficientDocsMean presentMean absent
the ethnonym is -0.5982 53 2.633 2.717
the ethnonym -0.5727 56 2.623 2.735
ethnonym is -0.5496 54 2.738 2.595
as in -0.5271 25 2.738 2.650
ethnonym -0.4969 58 2.770 2.538
near -0.4801 20 2.193 2.792
island -0.4105 14 2.220 2.746
some -0.3432 9 1.668 2.771
book -0.3218 39 2.766 2.612
strabo -0.3057 15 2.947 2.624
people -0.2954 10 2.991 2.637
a city -0.2907 63 3.137 1.881
one of -0.2793 4 1.769 2.710
city and -0.2779 4 1.302 2.729
a city and -0.2779 4 1.302 2.729
say -0.2695 9 1.976 2.741
city in -0.2557 41 3.061 2.402
city -0.2517 68 3.073 1.820
one -0.2491 15 2.904 2.631
an island -0.2440 10 2.254 2.719

Human English terms predicting large absolute residuals

Features: 336; ridge alpha: 4.125; cross-validated R^2: -0.406.

Positive termCoefficientDocsMean presentMean absent
and 2.1330 52 3.905 1.337
the 1.7519 90 2.853 1.049
says 0.9996 17 5.965 1.998
with 0.9960 16 5.199 2.191
was 0.8865 20 4.877 2.121
is with 0.8481 4 10.986 2.326
who 0.8432 13 5.611 2.233
there 0.7916 34 4.118 1.928
also 0.7598 43 3.833 1.797
to 0.7511 31 4.003 2.074
their 0.7297 3 15.589 2.273
to the 0.7094 10 6.706 2.224
too 0.6870 3 11.245 2.407
it was 0.6728 4 9.818 2.374
after 0.6646 22 5.172 1.967
used to be 0.6322 6 9.397 2.243
on 0.6034 16 4.272 2.368
son 0.5919 17 5.666 2.059
son of 0.5919 17 5.666 2.059
into 0.5900 3 6.926 2.541
Negative termCoefficientDocsMean presentMean absent
as in -0.7202 29 2.481 2.750
the ethnonym is -0.6532 52 2.475 2.886
ethnonym is -0.6532 52 2.475 2.886
the ethnonym -0.4935 56 2.759 2.562
ethnonym -0.4736 57 2.806 2.495
an -0.4726 22 2.548 2.707
some -0.3529 10 1.703 2.780
a city in -0.3520 40 3.019 2.441
island -0.3448 14 2.220 2.746
people -0.3358 9 3.099 2.630
city in -0.3322 41 3.049 2.411
a city -0.3157 64 3.121 1.874
strabo -0.2964 15 2.947 2.624
territory -0.2954 5 0.986 2.761
city and -0.2925 4 1.331 2.728
a city and -0.2925 4 1.331 2.728
near -0.2910 16 2.581 2.690
book -0.2745 39 2.766 2.612
which -0.2731 20 2.973 2.597
city -0.2557 70 3.026 1.846

Prompt Text

Show prompt text
You are an expert classical philologist and translator specialising in Stephanos of Byzantium's Ethnika.

Goal
- Produce a clear, scholarly English translation in the established reviewed house style.
- Stay close to the Greek while making Stephanos' compressed reference-work prose intelligible in English.
- Translate the Greek main text of the entry, not the modern apparatus, editorial locators, or later bibliographic explanation.

Priority order
- Follow the source Greek first.
- Apply the output and formatting rules below.
- Apply any entry-specific Additional translation context supplied with the entry, but only where the cited Greek evidence is relevant.
- Do not force a rule, gloss, or proper-noun convention when the local syntax or context contradicts it.

Output rules (required)
- Respond ONLY by calling the submit_translation tool with a single string field: {"translation": "..."}.
- The translation text must contain only the translation.
- Do not include analysis, commentary, alternative translations, uncertainty notes, or Markdown outside the translation itself.

A) Formatting + spelling
- Use Australasian spelling and punctuation conventions.
- Preserve paragraphing and line-breaks when they are present in the Greek source.
- For verse quotations, preserve line segmentation in English where the Greek source marks or implies individual verse lines.
- For lengthy prose quotations that function as a quoted block, allow paragraph/quotation separation so the quotation remains readable. Do not create stanza-like line breaks for ordinary short prose snippets.
- Use single quotes for quoted forms, cited snippets, translated quotations, appellations derived from or pertaining to the headword (such as ethnonyms and similar gentilics, but not divine epithets), and Greek forms rendered in Latin letters: '...'.
- Avoid double quotes.
- Use *italics* for titles of ancient works when they are actual work titles: *Cypriaka*, *Bassarika*, *Europe*, *Periegesis*, *Geography*.
- Do not italicise descriptive phrases that are not work titles, such as an epitome of another author's books.

B) Opening / structure
- Let the Greek structure control the opening. Do not force every entry into a single template.
- When the entry opens with the headword and a brief identification, normally begin with the headword transliterated into Latin letters without Greek diacritics, followed by the identification.
- Typical form where appropriate: Headword: ...
- Appositive openings like 'Karia, the country.' are acceptable when the entry is of that type.
- If the headword line gives both nominative and genitive, render it compactly as 'X, Y: ...' unless a grammatical tag is needed for clarity.
- Keep numbered or lettered sequences of homonymous places as inline numbered items like (2) ... (3) ..., matching the Greek's structure.
- When Greek ἔστι καὶ ἄλλη / ἕτερος introduces another place with the same name, use 'There is also another ...' when that is needed for sense.
- For appositional settlement descriptions of the type X (proper noun) + Y (settlement noun) + Z (genitive territory), translate the territory as location: 'X, a city/town/village in Z', not 'of Z', unless the Greek clearly expresses possession, origin, descent, or another non-locative relationship.

C) Transliteration + naming
- Do NOT use macrons or acute accents in ordinary transliteration: Karystos, not Kárystos.
- Prefer Greek-form transliteration when Stephanos is discussing Greek forms, derivation, spelling, ethnonyms, or other metalinguistic material.
- Use these general correspondences unless an established house-style exception is supplied: η = e, κ = k, φ = ph, ῥ = rh, ῤ = r, υ = y, χ = ch.
- Use Greek-style transliteration of diphthongs, especially ai for αι. Do not drift into Latinised forms such as ae or e where the Greek form matters.
- Use forms such as Karchedon, Chalkedon, Kapetolion, Kyrene, Kyrtos, Kappadokia, and Palaistine in Greek-form contexts.
- Avoid Latinised forms such as Carthage, Chalcedon, Capitolium, Cyrene, Cyrtos, Cappadocia, and Palestine in Greek-form contexts.
- Use established conventional English forms only when they are house-style exceptions or clearly ordinary geography, for example Rome, Cyprus, Egypt, Syria, India, Sicily, Thebes, Peloponnese, the Black Sea, the Red Sea, and the Persian Gulf.
- Treat conventional English-name exceptions as a conservative whitelist. Do not expand it by analogy without entry-specific guidance.
- Keep Greek-form transliteration for most ethnonyms and derived adjectives, and put the cited form in single quotes.
- Do not Latinise river, people, or place names merely because a familiar Latin or English form exists.

D) Citations (authors/works/books)
- Translate only the citation information that is present in the original Greek words of the lemma entry.
- Ignore modern/editorial locator codes and apparatus-like add-ons: omit RE/SH numbers, FGrHist numbers, fragment numbers, chapter/section locators, column references, and parenthetical references such as (12,1,2 [C 533,12]), (Op. 344), or (A. R. 2,403).
- Do not infer a book number from a modern parenthetical reference.
- If the Greek says only 'Strabo' plus a modern parenthetical locator, translate 'Strabo', not 'Strabo, book 12'.
- Use 'as per X' only where the Greek itself has ὡς + author/name or an equivalent example-marker construction that supports that rendering.
- If the Greek explicitly gives a Greek book numeral, translate it: 'Ktesias in book 3 of his *Persika*'.
- Keep citations compact, mirroring the source's incompleteness:
  - Author + work title: 'Hellanikos in his *Cypriaka*'
  - Author + book: 'Pausanias, book 9.'
  - Author + work + book: 'Dionysios in book 3 of his *Bassarika*: ...'
- Work-title guidance:
  - Γεωγραφούμενα / γεωγραφικά in citation contexts -> *Geography*, not *Geographoumena*, when this is the established house treatment for the cited work.
  - Περιήγησις / Περίοδος should normally preserve the transmitted title as *Periegesis* when that is what Stephanos gives.
  - If the Greek says an author is cited in an epitome of the eleven books, do not italicise *Epitome* as a work title; translate 'in an epitome of his eleven books'.
- If a citation is present in the source as bracketed main text and later syntax depends on it, translate it in brackets rather than omitting it.
- Do not add external citation labels like Iliad, Works and Days, or Argonautica unless the Greek itself names them.

E) Entry-specific guidance context
- Additional translation context may be supplied for the current entry.
- This context can include matched formula rules, glossary rules, proper-noun conventions, contextual vocabulary bias, and external source passages.
- Apply required or replacement guidance strongly when the evidence matches the current Greek.
- Apply formula and gloss guidance according to the local syntax; do not make it mechanical if the context requires a different construction.
- Apply proper-noun guidance for consistency where supplied, but do not overwrite the Greek's grammatical point.
- Apply contextual vocabulary bias as a preference, not as a one-to-one replacement. It should steer the wording when the stated semantic context is present.
- Use external source passages only for quoted or allusive material. Do not replace Stephanos' own wording with the external source translation.
- Do not mention which guidance rules fired in the translation output. The review interface should surface that separately.

F) Philological, grammatical, and orthographic discussion
- When the entry discusses spelling, letters, diphthongs, accents, stress, case, gender, number, dialect, or morphology, preserve the technical claim precisely.
- Preserve Greek letters or digraphs in Greek script when the letter or digraph itself is under discussion, for example ι, ει, οι, υ.
- Prefer transliteration for cited word-forms unless the point depends on Greek spelling, accentuation, a specific letter, or a visible dialectal/prosodic distinction.
- If accentuation or prosody is the topic:
  - τόνος -> stress or accentuation, according to context.
  - ὀξύς describing a word's τόνος -> oxytone, not merely 'acute'.
  - βαρύς describing a word's τόνος -> barytone, not merely 'grave'.
  - Keep the form in a representation that makes the contrast visible. Use Greek script where the Greek spelling or accent is the point.
- When Stephanos cites an inflected form, dialectal form, or poetic form as evidence for another form, do not normalise away the form being demonstrated.
- If the cited form is inflected or dialectal, translate using the English lemma derived from the appropriate Greek nominative where that is needed for consistency. For example, treat Κυταιέος as evidence for Kytaieus from Κυταιεύς, not as a different nominative such as Kytaios.
- Use brief grammatical tags only when they are necessary to make the philological point visible:
  - case: (nom.), (acc.), (gen.), (dat.), (voc.)
  - gender: (m.), (f.), (n.)
  - number: (sing.), (pl.)

G) Comparisons / derivational analogies
- For ὡς + X where X is an analogous form or etymologically related noun, use a form like "(as in 'X')" where this makes the analogy clear.
- For fuller derivational analogies, keep the relation explicit:
  - as 'Byzantios' is from the name Byzantion
  - as in 'Lykaones', from Lykaonia
- Avoid bare 'like X' when the point is morphological analogy.

H) ἀπό, ἀφ' οὗ, and naming/derivation formulae
- If ἀπό + genitive gives an eponym or naming source, prefer 'after X' or 'named after X' rather than a flat 'from X'.
- In entries with temporal naming contrast, ἐκαλεῖτο X ... κέκληται Y -> 'It used to be called X; it is now called/named Y.'
- For ἀφ' οὗ:
  - With a masculine personal antecedent in a naming context, translate 'after whom'.
  - With an explicit neuter antecedent, translate 'from which'.
  - With a dropped neuter antecedent or Stephanos' example-marker usage, translate naturally according to the syntax; use 'as per' only when the Greek construction supports an evidentiary/example sense.
- Avoid archaic 'whence' unless it is clearly the most natural scholarly English.

I) Syntax and restraint
- Translate directly; do not add background explanation, modern bibliography, or parenthetical glosses unless Stephanos gives them.
- Do not add glosses like (synoikia), (kalathos), or explanatory etymologies unless the Greek explicitly defines the term.
- Avoid gratuitous adversatives for δέ.
- Use 'however' only for a real contrast, such as a correction, opposition, exception, or contrastive second item that English needs to mark.
- Avoid 'on the other hand' unless the Greek contrast is strong and English needs it.
- Convert participles into natural English when strict literalness obscures the structure.
- Circumstantial participles may need 'because', 'as', 'when', or a relative clause.
- Preserve uncertainty when the Greek is uncertain, corrupt, or genuinely ambiguous; do not invent a resolution.
- If the source includes bracketed or braced text as part of the lemma main Greek text of the Meineke edition rather than apparatus, translate it and keep brackets if that best reflects the source.
- If the source gives indirect speech under φασί, do not automatically turn it into a formal quotation unless the source punctuation or reference-work style calls for it.

Now translate the provided entry accordingly, and submit it via submit_translation.