gpt-5.5_v4_mini_medium v1 Evaluation

Generated: 2026-07-25 12:53:59 UTC

Pairs100
Distinct lemmas100
Slope0.898
R^20.985
BLEU-445.6%
chrF++69.2%
METEOR75.7%
ROUGE-L77.3%
BERTScoreN/A
COMETN/A
BLEURTN/A

Profile version id: 1765

First translation using this version: 2026-06-27

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

Created: 2026-06-19 08:17:46.611841+10:00

Active: True

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

Prompt length scatter plot

Length Regression

FormulaAI words = intercept + slope * human words
Slope0.898
Intercept2.083
R^20.985
P-value1.31e-90
Pearson r0.992
Mean source words30.400
Length fallback rows0
Mean human words44.160
Mean AI words41.740
Mean absolute length residual2.846
Mean absolute percent error7.5%

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 = -0.359, R^2 = 0.129, p = 0.0002.
chrF++ vs passage length
chrF++: significant negative; r = -0.391, R^2 = 0.153, p = 5.67e-05.
METEOR vs passage length
METEOR: significant negative; r = -0.492, R^2 = 0.242, p = 2.05e-07.
ROUGE-L vs passage length
ROUGE-L: significant negative; r = -0.489, R^2 = 0.239, p = 2.52e-07.
Trigram precision vs passage length
Trigram precision: significant negative; r = -0.375, R^2 = 0.140, p = 0.0001.
Trigram recall vs passage length
Trigram recall: significant negative; r = -0.383, R^2 = 0.147, p = 8.38e-05.
Trigram F1 vs passage length
Trigram F1: significant negative; r = -0.380, R^2 = 0.144, p = 9.85e-05.
Trigram Jaccard vs passage length
Trigram Jaccard: significant negative; r = -0.378, R^2 = 0.143, p = 0.0001.
Metric Rows Pattern Pearson r R^2 P-value Slope Status
BLEU-4 100 significant negative -0.359 0.129 0.0002 -0.00221 ok
chrF++ 100 significant negative -0.391 0.153 5.67e-05 -0.00152 ok
METEOR 100 significant negative -0.492 0.242 2.05e-07 -0.00226 ok
ROUGE-L 100 significant negative -0.489 0.239 2.52e-07 -0.00206 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 -0.375 0.140 0.0001 -0.00271 ok
Trigram recall 100 significant negative -0.383 0.147 8.38e-05 -0.00264 ok
Trigram F1 100 significant negative -0.380 0.144 9.85e-05 -0.00267 ok
Trigram Jaccard 100 significant negative -0.378 0.143 0.0001 -0.00248 ok

Translation Similarity Metrics

Mean BLEU-445.6%
Mean chrF++69.2%
Mean METEOR75.7%
Mean ROUGE-L77.3%
Mean BERTScoreN/A
Mean COMETN/A
Mean BLEURTN/A
Legacy smoothed corpus BLEU45.6%
Unigram F177.2%
Bigram F153.1%
Trigram precision40.8%
Trigram recall38.4%
Trigram F139.6%
Trigram Jaccard24.7%
4-gram F129.9%

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 17.762 43.2% 66.5% 67.5% 68.8% N/A N/A N/A reviewed/approved 7307 gpt-5.4-mini
2484 Καρία 270 230 -14.550 27.0% 55.9% 56.2% 63.6% N/A N/A N/A reviewed/approved 7295 gpt-5.4-mini
2604 Καρχηδών 117 121 13.848 39.9% 66.4% 71.0% 66.7% N/A N/A N/A reviewed/approved 7310 gpt-5.4-mini
2056 Καβειρία 112 89 -13.662 26.6% 61.4% 53.6% 61.7% N/A N/A N/A reviewed/approved 7154 gpt-5.4-mini
2468 Καπετώλιον 138 113 -13.011 23.2% 48.8% 49.8% 52.6% N/A N/A N/A reviewed/approved 7286 gpt-5.4-mini
7254 Κύτα 84 89 11.483 28.8% 57.4% 57.0% 62.4% N/A N/A N/A reviewed/approved 7406 gpt-5.4-mini
7260 Κυχρεῖος πάγος 61 66 9.137 45.6% 69.9% 79.1% 67.7% N/A N/A N/A reviewed/approved 7424 gpt-5.4-mini
7255 Κυτέριον 22 30 8.160 34.9% 64.8% 67.3% 65.4% N/A N/A N/A reviewed/approved 7409 gpt-5.4-mini
2605 Κάσιον 56 60 7.627 42.6% 68.2% 78.5% 75.9% N/A N/A N/A reviewed/approved 7313 gpt-5.4-mini
7251 Κύρτος 66 54 -7.353 27.8% 54.2% 64.9% 66.1% N/A N/A N/A reviewed/approved 7397 gpt-5.4-mini
2342 Κάμιρος 54 57 6.423 43.5% 70.6% 69.4% 72.1% N/A N/A N/A reviewed/approved 7271 gpt-5.4-mini
7248 Κύρου πόλις 32 37 6.180 19.2% 63.2% 66.5% 66.7% N/A N/A N/A reviewed/approved 7388 gpt-5.4-mini
2054 Καβαλίς 65 66 5.545 51.9% 66.1% 67.7% 74.8% N/A N/A N/A reviewed/approved 5665 gpt-5.4-mini
2333 Κάλυμνα 38 41 4.792 54.7% 78.0% 84.1% 81.0% N/A N/A N/A reviewed/approved 7262 gpt-5.4-mini
2328 Καλλίπολις 43 45 4.302 25.4% 54.5% 57.7% 59.1% N/A N/A N/A reviewed/approved 7247 gpt-5.4-mini
2331 Κάλυδνα 43 45 4.302 64.5% 85.0% 92.2% 90.9% N/A N/A N/A reviewed/approved 7256 gpt-5.4-mini
2081 Καλάθη 49 42 -4.086 42.1% 69.4% 72.5% 83.5% N/A N/A N/A reviewed/approved 7199 gpt-5.4-mini
7266 Κώμη 79 69 -4.027 9.5% 39.9% 38.2% 43.2% N/A N/A N/A reviewed/approved 7442 gpt-5.4-mini
2599 Καρπήσιοι 11 8 -3.961 22.4% 60.6% 55.0% 63.2% N/A N/A N/A reviewed/approved 7301 gpt-5.4-mini
7264 Κωλιάς 61 53 -3.863 35.4% 59.7% 52.4% 64.3% N/A N/A N/A reviewed/approved 7436 gpt-5.4-mini
2346 Κάναι 77 75 3.769 54.7% 69.8% 80.5% 82.4% N/A N/A N/A reviewed/approved 7277 gpt-5.4-mini
7253 Κυρτώνιος 18 22 3.752 41.9% 69.0% 77.4% 70.0% N/A N/A N/A reviewed/approved 7403 gpt-5.4-mini
2465 Κάνωπος 83 80 3.381 48.8% 71.4% 75.6% 78.5% N/A N/A N/A reviewed/approved 7283 gpt-5.4-mini
2080 Καλαβρία 18 15 -3.248 30.7% 58.1% 65.3% 72.7% N/A N/A N/A reviewed/approved 7196 gpt-5.4-mini
2623 Κασώριον 20 17 -3.044 10.2% 54.0% 64.4% 70.3% N/A N/A N/A reviewed/approved 7331 gpt-5.4-mini
2116 Κάληρος 40 35 -3.004 28.9% 56.8% 68.7% 69.3% N/A N/A N/A reviewed/approved 7226 gpt-5.4-mini
7250 Κυρταία 40 35 -3.004 30.4% 63.9% 66.3% 66.7% N/A N/A N/A reviewed/approved 7394 gpt-5.4-mini
2470 Καππαδοκία 68 66 2.851 46.4% 67.8% 85.3% 83.6% N/A N/A N/A reviewed/approved 7289 gpt-5.4-mini
2078 Καινύς 22 19 -2.840 59.1% 68.7% 73.2% 78.0% N/A N/A N/A reviewed/approved 7190 gpt-5.4-mini
2326 Καλλίαρος 47 47 2.710 41.6% 67.4% 82.4% 78.7% N/A N/A N/A reviewed/approved 7241 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: 5.878; cross-validated R^2: -0.159.

Positive termCoefficientDocsMean presentMean absent
δε και 1.1974 8 3.897 -0.339
οι 1.1257 11 4.127 -0.510
τη 1.0844 15 2.339 -0.413
πολιτης 0.9739 18 3.033 -0.666
απο 0.9357 27 1.480 -0.547
ος 0.9096 6 3.911 -0.250
εκληθη 0.8652 4 8.682 -0.362
στραβων 0.8570 15 3.018 -0.533
λεγεται 0.8469 9 3.482 -0.344
πολις 0.8295 68 0.456 -0.969
λεγεται και 0.8109 8 3.629 -0.316
εν τη 0.7919 7 3.683 -0.277
πολις προς 0.7673 3 8.531 -0.264
ου και 0.7498 4 9.085 -0.379
και 0.7451 66 0.352 -0.684
φησι 0.6899 12 2.062 -0.281
εκαλειτο δε 0.6778 3 5.687 -0.176
εστι δε και 0.6674 3 6.095 -0.188
αφ ου 0.6542 5 2.522 -0.133
ως στραβων 0.6448 4 4.592 -0.191
Negative termCoefficientDocsMean presentMean absent
γαρ -0.9692 9 -0.227 0.022
του -0.8821 37 0.584 -0.343
μεν -0.7201 4 -9.035 0.376
το -0.6807 70 0.047 -0.110
οικητωρ -0.6803 6 -4.391 0.280
δια του -0.6434 10 -1.464 0.163
εθνος -0.6382 8 -3.350 0.291
παυσανιας -0.5377 4 -4.698 0.196
ης -0.5284 3 -4.067 0.126
ηρωδιανος -0.4935 3 -9.433 0.292
τω περι -0.4749 4 -4.988 0.208
εν τω περι -0.4749 4 -4.988 0.208
δια -0.4732 16 0.809 -0.154
παρα το -0.4702 3 -3.836 0.119
ως το -0.4644 3 -6.328 0.196
εν τω -0.4329 6 -0.671 0.043
ποταμου -0.4235 3 -0.936 0.029
παρα -0.4206 7 -3.026 0.228
του δε -0.4006 3 -3.984 0.123
περι -0.3966 11 -2.116 0.262

Greek source terms predicting large absolute residuals

Features: 176; ridge alpha: 5.878; cross-validated R^2: -1.417.

Positive termCoefficientDocsMean presentMean absent
γαρ 1.2305 9 7.774 2.359
την 1.1917 13 8.192 2.048
και 1.1557 66 3.505 1.568
τω 1.1220 16 5.737 2.296
δε 0.9684 46 3.957 1.900
ος 0.8666 6 8.529 2.484
αφ 0.8436 6 7.536 2.547
εκαλειτο δε 0.7925 3 15.387 2.459
απο 0.7817 27 5.163 1.990
δε και 0.7705 8 7.811 2.415
αφ ου 0.7549 5 8.652 2.541
λεγεται και 0.6933 8 8.274 2.374
δια 0.6816 16 5.384 2.363
της 0.6569 35 4.483 1.965
λεγεται 0.6466 9 7.610 2.375
εν 0.6199 37 3.889 2.234
το θηλυκον 0.6020 6 8.329 2.496
απο της 0.5979 6 8.934 2.458
τη 0.5936 15 4.955 2.474
εκαλειτο 0.5893 7 7.557 2.492
Negative termCoefficientDocsMean presentMean absent
το εθνικον -0.7603 56 2.771 2.942
εθνικον -0.7603 56 2.771 2.942
ως -0.4930 52 3.089 2.583
προς τη -0.4518 4 1.174 2.916
ηροδοτος -0.4285 9 2.847 2.846
τους -0.4179 4 1.023 2.922
τεταρτω -0.3864 3 0.895 2.907
φασι -0.3750 8 3.157 2.819
πολυβιος -0.3729 5 1.115 2.938
δευτερω -0.3712 3 1.186 2.898
τινες -0.3665 6 1.257 2.948
καππαδοκιας -0.3517 3 1.258 2.896
λυκιας -0.3104 3 0.972 2.904
τινες δε -0.2976 3 0.553 2.917
μια -0.2870 3 1.182 2.898
τον -0.2821 10 3.301 2.796
πολις -0.2651 68 3.068 2.376
τις -0.2590 3 1.113 2.900
εκ -0.2438 6 2.644 2.859
νησος -0.2295 9 2.361 2.894

AI English terms predicting large absolute residuals

Features: 317; ridge alpha: 8.377; cross-validated R^2: -1.504.

Positive termCoefficientDocsMean presentMean absent
the 1.2248 92 3.001 1.066
when 0.7645 6 10.932 2.330
after 0.7097 22 5.240 2.171
and 0.7021 58 3.646 1.742
of 0.6741 68 3.293 1.898
was 0.6195 16 5.675 2.308
called 0.6002 29 5.019 1.959
whom 0.5526 3 13.017 2.532
to 0.5430 24 5.219 2.097
while 0.4825 4 14.956 2.342
because of 0.4740 4 9.326 2.576
is 0.4645 89 2.953 1.985
usage 0.4337 4 8.523 2.610
was called 0.4325 4 13.824 2.389
for 0.4226 12 6.352 2.368
also 0.4214 46 3.890 1.957
who 0.4046 11 5.150 2.562
there 0.3952 32 4.089 2.262
so 0.3732 7 8.277 2.438
to the 0.3718 8 6.821 2.501
Negative termCoefficientDocsMean presentMean absent
the ethnonym -0.4290 57 2.648 3.110
the ethnonym is -0.4090 57 2.648 3.110
just as -0.3745 14 1.334 3.093
just -0.3745 14 1.334 3.093
ethnonym -0.3606 58 2.838 2.858
ethnonym is -0.3409 58 2.838 2.858
book -0.3385 39 2.820 2.863
they -0.3089 9 3.045 2.827
city in -0.2685 35 2.558 3.002
a city in -0.2685 35 2.558 3.002
some -0.2472 8 1.544 2.960
herodotos book -0.2325 5 1.057 2.941
book of his -0.2143 13 2.697 2.869
book of -0.2143 13 2.697 2.869
herodotos -0.2108 9 2.847 2.846
a city -0.2091 64 3.148 2.309
book the ethnonym -0.1958 7 1.318 2.961
strabo book -0.1930 9 2.121 2.918
say -0.1894 9 2.212 2.909
about -0.1866 3 0.774 2.910

Human English terms predicting large absolute residuals

Features: 336; ridge alpha: 11.938; cross-validated R^2: -1.563.

Positive termCoefficientDocsMean presentMean absent
the 0.7874 90 3.035 1.145
also 0.5472 43 4.092 1.907
with 0.4966 16 4.430 2.545
is also 0.4228 31 4.378 2.158
for 0.4199 11 6.328 2.416
was 0.4182 20 4.886 2.337
called 0.3921 21 5.755 2.073
there 0.3791 34 3.995 2.255
and 0.3781 52 3.672 1.952
is 0.3464 87 2.941 2.215
he 0.3422 3 11.723 2.572
after 0.3373 22 4.811 2.292
named 0.3370 5 7.857 2.583
who 0.3158 13 5.587 2.437
to 0.3047 31 4.317 2.186
is with 0.2850 4 10.414 2.531
the form 0.2819 9 6.903 2.445
from 0.2786 37 3.629 2.387
from the 0.2775 13 6.187 2.347
from the form 0.2750 5 6.421 2.658
Negative termCoefficientDocsMean presentMean absent
the ethnonym is -0.3778 52 2.333 3.403
ethnonym is -0.3778 52 2.333 3.403
a city in -0.2971 40 2.798 2.879
book -0.2691 39 2.820 2.863
ethnonym -0.2675 57 2.869 2.816
city in -0.2672 41 2.916 2.798
the ethnonym -0.2659 56 2.884 2.798
a city -0.2168 64 3.053 2.480
as in -0.2084 29 2.749 2.886
herodotos book -0.2015 5 1.057 2.941
herodotos -0.1939 9 2.847 2.846
in book of -0.1826 14 1.842 3.010
book of his -0.1744 16 2.556 2.902
book of -0.1744 16 2.556 2.902
about -0.1553 5 1.170 2.935
of his -0.1541 18 2.727 2.873
an -0.1399 22 2.740 2.876
one -0.1341 12 2.881 2.842
just as -0.1320 5 1.251 2.930
just -0.1309 6 1.467 2.934

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.