gpt-5.5_v4_mini v1 Evaluation

Generated: 2026-07-25 12:53:54 UTC

Pairs100
Distinct lemmas100
Slope0.937
R^20.989
BLEU-442.4%
chrF++67.0%
METEOR72.7%
ROUGE-L74.4%
BERTScoreN/A
COMETN/A
BLEURTN/A

Profile version id: 1747

First translation using this version: 2026-06-25

Total usable AI runs for this version: 101 runs across 101 lemmas

Created: 2026-06-19 00:36:32.588791+10:00

Active: True

Notes: Approved-human-only v4 mini reasoning trial using gpt-5.4-mini and Responses API reasoning.effort=low.

Prompt length scatter plot

Length Regression

FormulaAI words = intercept + slope * human words
Slope0.937
Intercept1.347
R^20.989
P-value2.58e-97
Pearson r0.994
Mean source words30.400
Length fallback rows0
Mean human words44.160
Mean AI words42.720
Mean absolute length residual2.841
Mean absolute percent error7.2%

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 = -0.387, R^2 = 0.150, p = 7.01e-05.
chrF++ vs passage length
chrF++: significant negative; r = -0.411, R^2 = 0.169, p = 2.15e-05.
METEOR vs passage length
METEOR: significant negative; r = -0.488, R^2 = 0.238, p = 2.61e-07.
ROUGE-L vs passage length
ROUGE-L: significant negative; r = -0.485, R^2 = 0.235, p = 3.16e-07.
Trigram precision vs passage length
Trigram precision: significant negative; r = -0.362, R^2 = 0.131, p = 0.0002.
Trigram recall vs passage length
Trigram recall: significant negative; r = -0.366, R^2 = 0.134, p = 0.0002.
Trigram F1 vs passage length
Trigram F1: significant negative; r = -0.364, R^2 = 0.132, p = 0.0002.
Trigram Jaccard vs passage length
Trigram Jaccard: significant negative; r = -0.357, R^2 = 0.128, p = 0.0003.
Metric Rows Pattern Pearson r R^2 P-value Slope Status
BLEU-4 100 significant negative -0.387 0.150 7.01e-05 -0.00260 ok
chrF++ 100 significant negative -0.411 0.169 2.15e-05 -0.00178 ok
METEOR 100 significant negative -0.488 0.238 2.61e-07 -0.00259 ok
ROUGE-L 100 significant negative -0.485 0.235 3.16e-07 -0.00228 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 -0.362 0.131 0.0002 -0.00288 ok
Trigram recall 100 significant negative -0.366 0.134 0.0002 -0.00290 ok
Trigram F1 100 significant negative -0.364 0.132 0.0002 -0.00288 ok
Trigram Jaccard 100 significant negative -0.357 0.128 0.0003 -0.00272 ok

Translation Similarity Metrics

Mean BLEU-442.4%
Mean chrF++67.0%
Mean METEOR72.7%
Mean ROUGE-L74.4%
Mean BERTScoreN/A
Mean COMETN/A
Mean BLEURTN/A
Legacy smoothed corpus BLEU42.5%
Unigram F174.5%
Bigram F149.4%
Trigram precision36.3%
Trigram recall35.1%
Trigram F135.7%
Trigram Jaccard21.7%
4-gram F126.5%

Largest Length Residuals

Lemma ID Headword Human words AI words Residual BLEU-4 chrF++ METEOR ROUGE-L BERTScore COMET BLEURT Human Run Model
2603 Κάρυστος 175 177 11.699 31.7% 62.0% 59.4% 63.6% N/A N/A N/A reviewed/approved 7305 gpt-5.4-mini
2056 Καβειρία 112 95 -11.278 24.1% 54.3% 46.3% 49.3% N/A N/A N/A reviewed/approved 7153 gpt-5.4-mini
2604 Καρχηδών 117 122 11.038 28.2% 59.0% 62.8% 64.7% N/A N/A N/A reviewed/approved 7308 gpt-5.4-mini
2609 Κάσπειρος 135 138 10.174 31.7% 59.5% 53.1% 57.1% N/A N/A N/A reviewed/approved 7317 gpt-5.4-mini
2597 Καρπασία 112 97 -9.278 31.0% 56.2% 57.3% 66.0% N/A N/A N/A reviewed/approved 7296 gpt-5.4-mini
2342 Κάμιρος 54 61 9.061 37.5% 67.3% 68.6% 69.6% N/A N/A N/A reviewed/approved 7269 gpt-5.4-mini
2116 Κάληρος 40 30 -8.823 25.1% 56.5% 62.5% 62.9% N/A N/A N/A reviewed/approved 7224 gpt-5.4-mini
2484 Καρία 270 246 -8.304 23.3% 54.0% 54.3% 59.3% N/A N/A N/A reviewed/approved 7293 gpt-5.4-mini
2326 Καλλίαρος 47 53 7.619 37.2% 66.6% 76.0% 74.0% N/A N/A N/A reviewed/approved 7239 gpt-5.4-mini
2455 Κάναστρον 60 50 -7.560 22.6% 57.9% 57.4% 60.0% N/A N/A N/A reviewed/approved 7278 gpt-5.4-mini
2477 Καρδαμύλη 43 49 7.367 28.7% 62.8% 82.0% 69.6% N/A N/A N/A reviewed/approved 7290 gpt-5.4-mini
7260 Κυχρεῖος πάγος 61 65 6.503 48.2% 71.3% 75.1% 68.3% N/A N/A N/A reviewed/approved 7422 gpt-5.4-mini
7255 Κυτέριον 22 28 6.041 28.2% 61.0% 62.0% 64.0% N/A N/A N/A reviewed/approved 7407 gpt-5.4-mini
2055 Καβασσός 109 98 -5.467 30.1% 61.6% 63.9% 62.8% N/A N/A N/A reviewed/approved 6082 gpt-5.4-mini
2605 Κάσιον 56 59 5.187 23.9% 56.1% 72.6% 67.8% N/A N/A N/A reviewed/approved 7311 gpt-5.4-mini
7254 Κύτα 84 85 4.955 29.2% 58.2% 56.1% 58.8% N/A N/A N/A reviewed/approved 7404 gpt-5.4-mini
2325 Καλλίαι 24 19 -4.833 30.7% 60.9% 65.0% 69.8% N/A N/A N/A reviewed/approved 7236 gpt-5.4-mini
7253 Κυρτώνιος 18 23 4.789 32.9% 66.1% 74.9% 63.4% N/A N/A N/A reviewed/approved 7401 gpt-5.4-mini
2119 Κάλλατις 65 67 4.755 23.7% 53.6% 57.8% 56.1% N/A N/A N/A reviewed/approved 7233 gpt-5.4-mini
2346 Κάναι 77 78 4.513 52.1% 68.1% 74.3% 79.5% N/A N/A N/A reviewed/approved 7275 gpt-5.4-mini
7264 Κωλιάς 61 54 -4.497 10.4% 38.2% 32.5% 44.8% N/A N/A N/A reviewed/approved 7434 gpt-5.4-mini
7266 Κώμη 79 71 -4.361 12.2% 42.9% 39.3% 45.3% N/A N/A N/A reviewed/approved 7440 gpt-5.4-mini
7251 Κύρτος 66 59 -4.181 38.5% 60.1% 68.3% 72.0% N/A N/A N/A reviewed/approved 7395 gpt-5.4-mini
2599 Καρπήσιοι 11 8 -3.653 22.4% 60.6% 55.0% 63.2% N/A N/A N/A reviewed/approved 7299 gpt-5.4-mini
2468 Καπετώλιον 138 127 -3.637 18.1% 46.4% 46.5% 49.1% N/A N/A N/A reviewed/approved 7284 gpt-5.4-mini
2626 Κατάνη 95 87 -3.351 37.2% 61.5% 58.3% 68.1% N/A N/A N/A reviewed/approved 7338 gpt-5.4-mini
2607 Κάσος 57 58 3.250 35.4% 60.2% 69.3% 71.3% N/A N/A N/A reviewed/approved 7314 gpt-5.4-mini
7261 Κύψελα 34 30 -3.201 54.2% 72.1% 78.9% 81.2% N/A N/A N/A reviewed/approved 7425 gpt-5.4-mini
7247 Κύρνος 50 45 -3.191 31.9% 58.4% 68.8% 65.3% N/A N/A N/A reviewed/approved 7383 gpt-5.4-mini
2628 Καταονία 24 27 3.167 5.7% 48.7% 54.3% 54.9% N/A N/A N/A reviewed/approved 7344 gpt-5.4-mini

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: 2.894; cross-validated R^2: -0.050.

Positive termCoefficientDocsMean presentMean absent
τε 2.4973 5 5.098 -0.268
οι 2.2600 11 3.514 -0.434
δε και 1.9676 8 3.592 -0.312
απο 1.5760 27 1.077 -0.398
στραβων 1.5098 15 2.505 -0.442
ος 1.4304 6 3.656 -0.233
τη 1.3801 15 1.806 -0.319
εστι δε και 1.3235 3 6.334 -0.196
λεγεται 1.2631 9 2.864 -0.283
πολις 1.2022 68 0.441 -0.938
πολις και 1.1476 6 4.177 -0.267
εκληθη 1.1236 4 5.923 -0.247
αυτην 1.0998 9 3.088 -0.305
εκαλειτο δε 1.0367 3 4.811 -0.149
των 0.9857 17 1.723 -0.353
παιδος 0.9335 4 3.509 -0.146
πολιτης 0.9330 18 1.865 -0.409
πολις προς 0.9321 3 5.699 -0.176
ου 0.9140 14 1.376 -0.224
λεγεται και 0.9130 8 2.302 -0.200
Negative termCoefficientDocsMean presentMean absent
οτι -1.7676 5 -3.239 0.170
εθνος -1.1124 8 -2.978 0.259
παυσανιας -1.0485 4 -4.383 0.183
το -1.0288 70 0.006 -0.015
ως το -1.0127 3 -6.975 0.216
τον -1.0041 10 -1.405 0.156
νησος -0.9689 9 -1.942 0.192
θρακης -0.8953 5 -2.490 0.131
εστι και -0.8747 20 -0.771 0.193
το κτητικον -0.8449 7 -3.795 0.286
κτητικον -0.8449 7 -3.795 0.286
ης -0.8192 3 -3.623 0.112
μεν -0.8042 4 -5.676 0.236
ει -0.8003 4 -3.867 0.161
φησιν -0.7974 10 -0.898 0.100
μεταξυ -0.7834 5 -2.038 0.107
δια -0.7645 16 0.065 -0.012
οικητωρ -0.7326 6 -3.125 0.199
ποταμου -0.7166 3 -0.781 0.024
και -0.7153 66 0.068 -0.132

Greek source terms predicting large absolute residuals

Features: 176; ridge alpha: 5.878; cross-validated R^2: -0.534.

Positive termCoefficientDocsMean presentMean absent
και 1.0685 66 3.577 1.412
τε 0.9565 5 6.843 2.630
δε 0.9237 46 3.944 1.901
εκαλειτο 0.9211 7 7.161 2.515
εν 0.7513 37 3.703 2.334
απο 0.7238 27 4.837 2.102
αφ 0.7149 6 7.352 2.553
φησιν 0.7090 10 5.951 2.495
δε και 0.6860 8 6.390 2.532
αφ ου 0.6670 5 8.439 2.546
τα 0.6420 12 5.566 2.469
την 0.6368 13 5.898 2.384
οτι 0.5275 5 5.342 2.709
εκαλειτο δε 0.5031 3 10.347 2.608
της 0.4688 35 3.869 2.287
τω 0.4648 16 3.983 2.623
γαρ 0.4588 9 5.933 2.535
αυτην 0.4456 9 5.149 2.612
ομηρος 0.4338 3 7.298 2.703
ουτως 0.4321 5 6.352 2.656
Negative termCoefficientDocsMean presentMean absent
το εθνικον -0.6622 56 2.837 2.845
εθνικον -0.6622 56 2.837 2.845
πολις -0.4667 68 3.067 2.360
τους -0.4645 4 1.104 2.913
τεταρτω -0.4631 3 0.580 2.910
δευτερω -0.4449 3 1.028 2.897
πολυβιος -0.2910 5 1.448 2.914
οικητωρ -0.2494 6 3.125 2.822
εκαταιος ασια -0.2465 5 1.697 2.901
ασια -0.2465 5 1.697 2.901
πορρω -0.2378 3 1.270 2.889
ου πορρω -0.2378 3 1.270 2.889
πολις θρακης -0.2312 4 1.295 2.905
φασι -0.2311 8 3.018 2.825
δευτερα -0.2155 3 0.979 2.898
εκ -0.2043 6 2.555 2.859
ειρηται -0.2035 3 1.860 2.871
πελοποννησου -0.1979 3 1.223 2.891
τριτη -0.1930 3 1.372 2.886
λυκιας -0.1902 3 2.363 2.855

AI English terms predicting large absolute residuals

Features: 310; ridge alpha: 5.878; cross-validated R^2: -0.519.

Positive termCoefficientDocsMean presentMean absent
and 0.9532 58 3.642 1.733
the 0.8673 92 2.992 1.099
says 0.7285 17 5.176 2.362
there 0.6299 31 4.576 2.061
are 0.6163 23 4.713 2.281
was 0.6048 18 5.146 2.334
too 0.5939 8 7.754 2.413
whom 0.4994 4 8.230 2.616
who 0.4992 9 6.226 2.506
to 0.4883 23 4.456 2.358
cape 0.4846 4 6.959 2.669
called 0.4814 29 4.055 2.344
that 0.4660 21 4.242 2.468
also 0.4643 46 3.601 2.193
after 0.4625 21 4.750 2.333
among 0.4569 6 5.843 2.649
most 0.4398 4 9.644 2.557
was called 0.4396 4 7.958 2.627
because 0.4338 11 5.856 2.468
be 0.4305 10 5.042 2.596
Negative termCoefficientDocsMean presentMean absent
city in -0.5897 39 2.595 2.998
a city in -0.5897 39 2.595 2.998
the ethnonym is -0.4493 58 2.819 2.870
the ethnonym -0.4298 59 2.864 2.806
ethnonym is -0.3830 59 2.963 2.664
ethnonym -0.3644 60 3.005 2.594
a city -0.3168 64 3.018 2.525
inhabitant is -0.2786 8 1.821 2.929
herodotos book -0.2453 3 0.860 2.902
inhabitant -0.2358 9 2.541 2.870
in his -0.2246 13 2.736 2.856
a region -0.2171 4 1.518 2.896
city -0.2056 67 3.041 2.433
written -0.1992 4 1.532 2.895
second -0.1981 3 0.725 2.906
in -0.1976 80 2.904 2.588
city in thrace -0.1892 3 0.659 2.908
strabo book -0.1874 8 2.214 2.895
in libya -0.1863 3 1.085 2.895
polybios book -0.1834 5 1.448 2.914

Human English terms predicting large absolute residuals

Features: 336; ridge alpha: 2.894; cross-validated R^2: -0.445.

Positive termCoefficientDocsMean presentMean absent
the 1.4607 90 3.019 1.232
and 1.2089 52 3.808 1.792
to 1.1643 31 4.511 2.090
to be 1.0555 9 7.484 2.381
who 1.0034 13 5.870 2.388
says 0.9555 17 5.255 2.346
there 0.9307 34 4.263 2.108
also 0.9220 43 3.865 2.068
this 0.9191 15 5.758 2.326
among 0.8782 4 7.129 2.662
used 0.8717 8 7.676 2.420
used to 0.8717 8 7.676 2.420
used to be 0.8613 6 8.097 2.505
be 0.8461 15 6.006 2.282
as 0.8375 60 3.281 2.180
them 0.8139 5 8.501 2.543
called 0.8084 21 4.959 2.277
after 0.7755 22 4.821 2.282
for 0.7548 11 5.591 2.501
it 0.7143 37 3.992 2.164
Negative termCoefficientDocsMean presentMean absent
a city in -0.8959 40 2.663 2.959
city in -0.8441 41 2.725 2.921
the ethnonym is -0.7824 52 2.534 3.173
ethnonym is -0.7824 52 2.534 3.173
the ethnonym -0.5117 56 2.911 2.751
they -0.4960 12 3.152 2.798
ethnonym -0.4879 57 2.955 2.688
a city -0.4773 64 3.018 2.525
an -0.4518 22 2.412 2.961
just as -0.3968 5 1.171 2.928
and the -0.3964 15 3.280 2.763
or after -0.3738 3 2.111 2.863
polybios book the -0.3711 3 0.315 2.919
one in -0.3686 3 1.514 2.882
territory -0.3608 5 1.284 2.922
that they -0.3364 3 1.226 2.890
town -0.3354 3 1.930 2.869
name -0.3089 7 2.662 2.854
just -0.2995 6 1.769 2.909
in his asia -0.2666 5 1.697 2.901

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.