gpt-5.5_v4_reasoning v1 Evaluation

Generated: 2026-07-25 12:54:02 UTC

Pairs42
Distinct lemmas42
Slope0.936
R^20.986
BLEU-460.9%
chrF++79.0%
METEOR83.8%
ROUGE-L84.0%
BERTScoreN/A
COMETN/A
BLEURTN/A

Profile version id: 1745

First translation using this version: 2026-06-21

Total usable AI runs for this version: 42 runs across 42 lemmas

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

Active: True

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

Prompt length scatter plot

Length Regression

FormulaAI words = intercept + slope * human words
Slope0.936
Intercept0.997
R^20.986
P-value2.02e-38
Pearson r0.993
Mean source words21.476
Length fallback rows0
Mean human words32.190
Mean AI words31.119
Mean absolute length residual1.811
Mean absolute percent error6.5%

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 = -0.422, R^2 = 0.178, p = 0.0053.
chrF++ vs passage length
chrF++: significant negative; r = -0.437, R^2 = 0.191, p = 0.0038.
METEOR vs passage length
METEOR: significant negative; r = -0.404, R^2 = 0.163, p = 0.0080.
ROUGE-L vs passage length
ROUGE-L: significant negative; r = -0.402, R^2 = 0.162, p = 0.0083.
Trigram precision vs passage length
Trigram precision: significant negative; r = -0.316, R^2 = 0.100, p = 0.0416.
Trigram recall vs passage length
Trigram recall: significant negative; r = -0.304, R^2 = 0.093, p = 0.0500.
Trigram F1 vs passage length
Trigram F1: significant negative; r = -0.310, R^2 = 0.096, p = 0.0454.
Trigram Jaccard vs passage length
Trigram Jaccard: significant negative; r = -0.334, R^2 = 0.111, p = 0.0308.
Metric Rows Pattern Pearson r R^2 P-value Slope Status
BLEU-4 42 significant negative -0.422 0.178 0.0053 -0.00517 ok
chrF++ 42 significant negative -0.437 0.191 0.0038 -0.00307 ok
METEOR 42 significant negative -0.404 0.163 0.0080 -0.00250 ok
ROUGE-L 42 significant negative -0.402 0.162 0.0083 -0.00263 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 42 significant negative -0.316 0.100 0.0416 -0.00443 ok
Trigram recall 42 significant negative -0.304 0.093 0.0500 -0.00418 ok
Trigram F1 42 significant negative -0.310 0.096 0.0454 -0.00429 ok
Trigram Jaccard 42 significant negative -0.334 0.111 0.0308 -0.00509 ok

Translation Similarity Metrics

Mean BLEU-460.9%
Mean chrF++79.0%
Mean METEOR83.8%
Mean ROUGE-L84.0%
Mean BERTScoreN/A
Mean COMETN/A
Mean BLEURTN/A
Legacy smoothed corpus BLEU58.5%
Unigram F183.8%
Bigram F165.0%
Trigram precision53.6%
Trigram recall51.7%
Trigram F152.7%
Trigram Jaccard35.7%
4-gram F143.6%

Largest Length Residuals

Lemma ID Headword Human words AI words Residual BLEU-4 chrF++ METEOR ROUGE-L BERTScore COMET BLEURT Human Run Model
2342 Κάμιρος 54 61 9.473 53.0% 78.7% 84.3% 78.3% N/A N/A N/A reviewed/approved 18403 gpt-5.5
2056 Καβειρία 112 98 -7.799 42.9% 72.0% 69.5% 73.3% N/A N/A N/A reviewed/approved 8958 gpt-5.5
2328 Καλλίπολις 43 47 5.766 45.4% 67.3% 75.6% 71.1% N/A N/A N/A reviewed/approved 18395 gpt-5.5
2062 Κάθαια 25 29 4.609 23.0% 61.0% 69.4% 55.6% N/A N/A N/A reviewed/approved 8965 gpt-5.5
2331 Κάλυδνα 43 45 3.766 67.0% 86.1% 94.6% 93.2% N/A N/A N/A reviewed/approved 18398 gpt-5.5
2083 Καλαμένθη 24 20 -3.455 44.4% 64.3% 72.9% 77.3% N/A N/A N/A reviewed/approved 13741 gpt-5.5
2114 Κάλβιος 18 15 -2.841 56.9% 72.8% 72.4% 78.8% N/A N/A N/A reviewed/approved 16556 gpt-5.5
2079 Καισάρεια 39 35 -2.491 56.6% 75.2% 85.4% 89.2% N/A N/A N/A reviewed/approved 13737 gpt-5.5
2330 Καλύβη 24 21 -2.455 78.4% 89.3% 88.0% 93.3% N/A N/A N/A reviewed/approved 18397 gpt-5.5
2335 Κάλυτις 26 23 -2.326 44.7% 63.7% 65.7% 73.5% N/A N/A N/A reviewed/approved 18402 gpt-5.5
2119 Κάλλατις 65 64 2.180 32.2% 62.7% 71.1% 68.2% N/A N/A N/A reviewed/approved 16561 gpt-5.5
2075 Καινίνη 15 13 -2.033 79.5% 88.0% 87.7% 92.9% N/A N/A N/A reviewed/approved 8967 gpt-5.5
2326 Καλλίαρος 47 47 2.023 60.1% 78.8% 89.9% 87.2% N/A N/A N/A reviewed/approved 16563 gpt-5.5
2080 Καλαβρία 18 16 -1.841 43.4% 75.2% 67.3% 76.5% N/A N/A N/A reviewed/approved 13738 gpt-5.5
2085 Καλάσιρις 13 15 1.838 54.6% 80.9% 90.2% 78.6% N/A N/A N/A reviewed/approved 13743 gpt-5.5
2054 Καβαλίς 65 60 -1.820 68.5% 77.5% 80.9% 83.2% N/A N/A N/A reviewed/approved 4233 gpt-5.5
2329 Κάλπη 57 56 1.666 70.0% 82.6% 86.5% 89.5% N/A N/A N/A reviewed/approved 18396 gpt-5.5
2086 Καλατίαι 8 7 -1.483 76.8% 87.9% 87.6% 93.3% N/A N/A N/A reviewed/approved 16554 gpt-5.5
2802 Κάδρεμα 24 22 -1.455 63.3% 76.3% 75.2% 78.3% N/A N/A N/A reviewed/approved 8964 gpt-5.5
2325 Καλλίαι 24 22 -1.455 41.9% 74.4% 81.9% 82.6% N/A N/A N/A reviewed/approved 16562 gpt-5.5
2116 Κάληρος 40 37 -1.427 28.7% 62.6% 77.9% 67.5% N/A N/A N/A reviewed/approved 16558 gpt-5.5
2074 Καικῖνον 11 10 -1.290 65.3% 84.0% 88.8% 85.7% N/A N/A N/A reviewed/approved 8966 gpt-5.5
2059 Καδμεία 20 21 1.288 31.8% 63.4% 74.6% 73.2% N/A N/A N/A reviewed/approved 8961 gpt-5.5
2332 Καλυδών 20 21 1.288 56.4% 79.5% 81.6% 82.9% N/A N/A N/A reviewed/approved 18399 gpt-5.5
2077 Καιρή 17 18 1.095 46.5% 69.1% 73.9% 74.3% N/A N/A N/A reviewed/approved 13736 gpt-5.5
2055 Καβασσός 109 104 1.008 44.2% 65.5% 70.7% 72.3% N/A N/A N/A reviewed/approved 5874 gpt-5.5
2087 Καλαύρεια 30 30 0.931 52.9% 78.4% 96.4% 93.3% N/A N/A N/A reviewed/approved 16555 gpt-5.5
2117 Καλησία 19 18 -0.776 81.5% 91.8% 94.7% 91.9% N/A N/A N/A reviewed/approved 16559 gpt-5.5
2327 Καλλιόπη 19 18 -0.776 77.6% 88.5% 89.7% 91.9% N/A N/A N/A reviewed/approved 18394 gpt-5.5
2078 Καινύς 22 21 -0.583 70.0% 75.2% 77.4% 79.1% N/A N/A N/A reviewed/approved 13735 gpt-5.5

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: 54; ridge alpha: 2.031; cross-validated R^2: -0.153.

Positive termCoefficientDocsMean presentMean absent
απο 1.4153 8 1.304 -0.307
εν 1.3949 10 1.817 -0.568
πολιτης 1.3860 8 2.230 -0.525
λεγεται 1.1324 3 4.228 -0.325
λεγεται και 1.1324 3 4.228 -0.325
του 1.1029 12 1.037 -0.415
τον 1.0199 5 1.849 -0.250
οι 0.9971 4 1.768 -0.186
περι 0.8007 3 3.014 -0.232
πολις 0.6927 31 0.192 -0.540
φησι 0.6644 5 2.026 -0.274
ως 0.5609 22 0.232 -0.255
εν τη 0.4891 3 2.042 -0.157
δε 0.4406 13 -0.048 0.021
τω 0.4404 3 1.457 -0.112
ην 0.3665 3 2.026 -0.156
κατα 0.3438 3 1.790 -0.138
και 0.2874 24 -0.124 0.166
νησος 0.2804 3 0.876 -0.067
των 0.2218 5 -0.013 0.002
Negative termCoefficientDocsMean presentMean absent
το -1.4536 24 -0.407 0.543
δια -1.1285 4 -2.127 0.224
δια του -0.9218 3 -2.060 0.158
εκαταιος -0.9058 5 -1.120 0.151
της -0.7293 12 -0.595 0.238
παυσανιας -0.7166 3 -3.224 0.248
πλησιον -0.6946 4 -1.425 0.150
ως στραβων -0.5702 3 -1.622 0.125
λυκιας -0.5698 3 -1.096 0.084
θηλυκον -0.5517 6 -1.651 0.275
εθνος -0.5436 3 -2.729 0.210
εστι -0.5215 7 -1.485 0.297
εκαλειτο -0.5114 3 0.171 -0.013
παρα το -0.5069 3 -1.887 0.145
παρα -0.5069 3 -1.887 0.145
το θηλυκον -0.4803 4 -2.045 0.215
αφ -0.4606 3 -1.444 0.111
προς -0.4522 4 -0.991 0.104
τινες -0.4211 3 -0.867 0.067
το εθνικον -0.4151 18 -0.655 0.492

Greek source terms predicting large absolute residuals

Features: 54; ridge alpha: 8.377; cross-validated R^2: -0.059.

Positive termCoefficientDocsMean presentMean absent
και 0.6063 24 2.100 1.425
απο 0.3296 8 3.611 1.387
πολιτης 0.2544 8 3.048 1.520
δε 0.2505 13 2.696 1.414
λεγεται 0.2142 3 4.598 1.596
λεγεται και 0.2142 3 4.598 1.596
τον 0.2056 5 2.779 1.680
ην 0.1995 3 4.290 1.620
εν 0.1830 10 2.530 1.586
εν τη 0.1475 3 3.255 1.700
το θηλυκον 0.1355 4 3.928 1.588
τω 0.1240 3 3.117 1.710
του 0.1181 12 2.102 1.694
αφ 0.1173 3 3.756 1.661
θηλυκον και 0.1137 3 4.469 1.606
περι 0.1105 3 3.014 1.718
παρα 0.1067 3 3.313 1.695
παρα το 0.1067 3 3.313 1.695
φησι 0.0945 5 2.976 1.653
τη 0.0914 5 2.638 1.699
Negative termCoefficientDocsMean presentMean absent
το εθνικον -0.3140 18 1.422 2.102
εθνικον -0.3140 18 1.422 2.102
τεταρτω -0.2527 3 0.275 1.929
των -0.1826 5 0.715 1.959
στραβων -0.1588 7 1.332 1.906
και του -0.1564 3 0.419 1.918
εκαλειτο -0.1341 3 1.122 1.864
του ποντου -0.1235 3 0.810 1.888
ποντου -0.1235 3 0.810 1.888
ηροδοτος -0.1092 5 1.576 1.843
εστι και -0.1026 5 1.269 1.884
το -0.0968 24 1.497 2.229
προς -0.0939 4 1.456 1.848
εθνος -0.0934 3 2.729 1.740
πλησιον -0.0867 4 1.425 1.851
εστι -0.0777 7 2.037 1.765
ειναι -0.0720 5 1.517 1.850
πολις -0.0650 31 1.942 1.440
ως -0.0535 22 2.206 1.376
νησος -0.0459 3 1.635 1.824

AI English terms predicting large absolute residuals

Features: 121; ridge alpha: 1.425; cross-validated R^2: -0.006.

Positive termCoefficientDocsMean presentMean absent
and 1.7797 16 2.413 1.440
on 1.4286 4 4.629 1.514
are 1.0969 9 3.683 1.300
are also 0.8924 3 6.588 1.443
a 0.8382 38 1.893 1.026
they 0.7672 3 2.959 1.722
son 0.7670 6 4.213 1.410
son of 0.7670 6 4.213 1.410
from 0.7201 12 2.451 1.555
also 0.6758 15 2.541 1.405
a citizen is 0.5929 6 3.797 1.480
citizen is a 0.5929 6 3.797 1.480
citizen is 0.5413 7 3.462 1.481
was 0.5316 3 4.360 1.615
feminine 0.4896 7 3.877 1.398
the feminine 0.4896 7 3.877 1.398
named 0.4724 4 4.138 1.566
named after 0.4724 4 4.138 1.566
a citizen 0.4580 7 3.276 1.518
citizen 0.4154 8 3.048 1.520
Negative termCoefficientDocsMean presentMean absent
book -0.7995 21 1.373 2.249
as in -0.7941 8 0.708 2.070
the ethnonym -0.6676 18 1.045 2.385
the ethnonym is -0.6002 16 1.101 2.248
it -0.5400 13 1.603 1.904
or -0.5161 4 1.217 1.873
ethnonym -0.4959 19 1.400 2.150
near -0.4865 6 1.520 1.859
strabo book -0.4750 4 1.064 1.889
sea -0.4717 3 0.810 1.888
strabo -0.4276 7 1.332 1.906
ethnonym is -0.4204 17 1.495 2.026
and the -0.4109 9 2.212 1.701
be -0.3919 3 1.122 1.864
to be called -0.3373 3 1.122 1.864
to be -0.3373 3 1.122 1.864
be called -0.3373 3 1.122 1.864
book the ethnonym -0.3367 3 0.494 1.912
the black sea -0.3180 3 0.810 1.888
the black -0.3180 3 0.810 1.888

Human English terms predicting large absolute residuals

Features: 119; ridge alpha: 5.878; cross-validated R^2: -0.044.

Positive termCoefficientDocsMean presentMean absent
on 0.4913 5 3.733 1.551
and 0.4453 16 2.276 1.525
are also 0.4119 3 6.588 1.443
also 0.3954 15 2.688 1.323
are 0.3655 11 3.141 1.339
a citizen is 0.2543 7 3.462 1.481
citizen is 0.2543 7 3.462 1.481
citizen is a 0.2543 7 3.462 1.481
feminine 0.2332 7 3.877 1.398
the feminine 0.2332 7 3.877 1.398
son 0.2274 6 4.213 1.410
son of 0.2274 6 4.213 1.410
they 0.2263 5 2.507 1.717
from the form 0.2237 3 3.457 1.684
a citizen 0.2075 8 3.048 1.520
citizen 0.2075 8 3.048 1.520
was 0.2044 6 3.102 1.596
the form 0.1940 5 2.741 1.685
after 0.1936 8 2.650 1.613
the 0.1869 35 1.826 1.733
Negative termCoefficientDocsMean presentMean absent
book -0.2927 21 1.373 2.249
the ethnonym is -0.2844 15 1.088 2.212
ethnonym is -0.2844 15 1.088 2.212
as in -0.2698 8 0.855 2.036
ethnonym -0.2519 18 1.407 2.114
the ethnonym -0.2480 17 1.430 2.070
in -0.1788 33 1.855 1.649
sea -0.1776 3 0.810 1.888
book the ethnonym -0.1528 3 0.494 1.912
book the -0.1506 4 0.826 1.914
strabo book -0.1404 4 1.064 1.889
herodotos book -0.1333 4 1.106 1.885
of his -0.1319 8 1.264 1.939
book of his -0.1319 8 1.264 1.939
book of -0.1319 8 1.264 1.939
strabo -0.1284 7 1.332 1.906
there is -0.1246 5 1.002 1.920
near -0.1229 6 1.520 1.859
city in -0.1196 16 1.790 1.823
a city in -0.1196 16 1.790 1.823

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.