claude_fable_5 v3 Evaluation

Generated: 2026-07-25 12:52:11 UTC

Pairs100
Distinct lemmas100
Slope0.958
R^20.990
BLEU-458.2%
chrF++77.4%
METEOR81.9%
ROUGE-L82.1%
BERTScoreN/A
COMETN/A
BLEURTN/A

Profile version id: 2017

First translation using this version: 2026-07-03

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 Fable 5; 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
Slope0.958
Intercept1.137
R^20.990
P-value4.94e-99
Pearson r0.995
Mean source words30.400
Length fallback rows0
Mean human words44.160
Mean AI words43.440
Mean absolute length residual2.592
Mean absolute percent error6.0%

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 = -0.426, R^2 = 0.182, p = 9.77e-06.
chrF++ vs passage length
chrF++: significant negative; r = -0.475, R^2 = 0.226, p = 5.81e-07.
METEOR vs passage length
METEOR: significant negative; r = -0.445, R^2 = 0.198, p = 3.41e-06.
ROUGE-L vs passage length
ROUGE-L: significant negative; r = -0.450, R^2 = 0.203, p = 2.57e-06.
Trigram precision vs passage length
Trigram precision: significant negative; r = -0.326, R^2 = 0.106, p = 0.0009.
Trigram recall vs passage length
Trigram recall: significant negative; r = -0.340, R^2 = 0.115, p = 0.0005.
Trigram F1 vs passage length
Trigram F1: significant negative; r = -0.333, R^2 = 0.111, p = 0.0007.
Trigram Jaccard vs passage length
Trigram Jaccard: significant negative; r = -0.334, R^2 = 0.112, p = 0.0007.
Metric Rows Pattern Pearson r R^2 P-value Slope Status
BLEU-4 100 significant negative -0.426 0.182 9.77e-06 -0.00272 ok
chrF++ 100 significant negative -0.475 0.226 5.81e-07 -0.00179 ok
METEOR 100 significant negative -0.445 0.198 3.41e-06 -0.00176 ok
ROUGE-L 100 significant negative -0.450 0.203 2.57e-06 -0.00167 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 -0.326 0.106 0.0009 -0.00250 ok
Trigram recall 100 significant negative -0.340 0.115 0.0005 -0.00254 ok
Trigram F1 100 significant negative -0.333 0.111 0.0007 -0.00251 ok
Trigram Jaccard 100 significant negative -0.334 0.112 0.0007 -0.00279 ok

Translation Similarity Metrics

Mean BLEU-458.2%
Mean chrF++77.4%
Mean METEOR81.9%
Mean ROUGE-L82.1%
Mean BERTScoreN/A
Mean COMETN/A
Mean BLEURTN/A
Legacy smoothed corpus BLEU55.9%
Unigram F182.2%
Bigram F161.7%
Trigram precision49.9%
Trigram recall49.0%
Trigram F149.4%
Trigram Jaccard32.8%
4-gram F140.2%

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 117 129 15.783 34.1% 65.1% 73.0% 73.4% N/A N/A N/A reviewed/approved 6429 claude-fable-5
2484 Καρία 270 245 -14.784 44.4% 67.8% 66.8% 71.8% N/A N/A N/A reviewed/approved 6424 claude-fable-5
2603 Κάρυστος 175 183 14.222 44.2% 69.1% 75.0% 72.6% N/A N/A N/A reviewed/approved 6428 claude-fable-5
2468 Καπετώλιον 138 124 -9.334 32.3% 52.5% 56.5% 60.3% N/A N/A N/A reviewed/approved 6421 claude-fable-5
2328 Καλλίπολις 43 51 8.671 40.3% 68.0% 70.0% 63.8% N/A N/A N/A reviewed/approved 6408 claude-fable-5
2609 Κάσπειρος 135 139 8.540 47.0% 69.2% 74.0% 73.0% N/A N/A N/A reviewed/approved 6432 claude-fable-5
2342 Κάμιρος 54 59 6.134 55.7% 81.9% 85.3% 83.2% N/A N/A N/A reviewed/approved 6416 claude-fable-5
7255 Κυτέριον 22 28 5.788 52.4% 74.6% 70.6% 72.0% N/A N/A N/A reviewed/approved 6462 claude-fable-5
2059 Καδμεία 20 26 5.704 40.9% 76.9% 79.9% 78.3% N/A N/A N/A reviewed/approved 6380 claude-fable-5
3288 Κορώνεια 110 112 5.488 42.8% 68.6% 78.9% 73.5% N/A N/A N/A reviewed/approved 6445 claude-fable-5
2597 Καρπασία 112 103 -5.427 55.3% 77.6% 72.4% 75.3% N/A N/A N/A reviewed/approved 6425 claude-fable-5
2465 Κάνωπος 83 86 5.353 54.7% 76.2% 83.2% 82.8% N/A N/A N/A reviewed/approved 6420 claude-fable-5
2605 Κάσιον 56 60 5.218 51.4% 75.2% 84.9% 79.3% N/A N/A N/A reviewed/approved 6430 claude-fable-5
2602 Καρύανδα 34 29 -4.707 40.5% 66.5% 72.2% 73.0% N/A N/A N/A reviewed/approved 6427 claude-fable-5
7266 Κώμη 79 81 4.185 23.7% 53.8% 52.8% 57.5% N/A N/A N/A reviewed/approved 6473 claude-fable-5
7259 Κύφος 54 57 4.134 63.2% 84.3% 90.8% 84.7% N/A N/A N/A reviewed/approved 6466 claude-fable-5
2081 Καλάθη 49 44 -4.076 53.6% 73.4% 79.3% 86.0% N/A N/A N/A reviewed/approved 6392 claude-fable-5
2326 Καλλίαρος 47 50 3.839 70.7% 85.9% 94.4% 90.7% N/A N/A N/A reviewed/approved 6406 claude-fable-5
7261 Κύψελα 34 30 -3.707 77.1% 84.5% 89.2% 93.8% N/A N/A N/A reviewed/approved 6468 claude-fable-5
2455 Κάναστρον 60 55 -3.614 28.2% 61.2% 62.3% 64.3% N/A N/A N/A reviewed/approved 6419 claude-fable-5
2055 Καβασσός 109 102 -3.554 45.8% 69.3% 76.2% 73.9% N/A N/A N/A reviewed/approved 6376 claude-fable-5
2079 Καισάρεια 39 35 -3.497 56.6% 75.2% 85.4% 89.2% N/A N/A N/A reviewed/approved 6390 claude-fable-5
7250 Κυρταία 40 36 -3.455 48.0% 70.8% 73.8% 73.7% N/A N/A N/A reviewed/approved 6457 claude-fable-5
2115 Καλὴ ἀκτή 64 59 -3.446 37.2% 60.6% 70.7% 68.3% N/A N/A N/A reviewed/approved 6400 claude-fable-5
7267 Κωνώπη 64 59 -3.446 60.4% 77.0% 77.3% 82.9% N/A N/A N/A reviewed/approved 6474 claude-fable-5
7260 Κυχρεῖος πάγος 61 63 3.428 54.5% 75.4% 79.0% 69.4% N/A N/A N/A reviewed/approved 6467 claude-fable-5
7257 Κυτώνιον 25 22 -3.086 72.6% 80.5% 75.7% 80.9% N/A N/A N/A reviewed/approved 6464 claude-fable-5
3530 Κριώα 26 23 -3.044 48.6% 73.3% 70.0% 77.6% N/A N/A N/A reviewed/approved 6448 claude-fable-5
7247 Κύρνος 50 46 -3.034 44.4% 65.6% 68.7% 70.8% N/A N/A N/A reviewed/approved 6454 claude-fable-5
2628 Καταονία 24 27 2.872 27.7% 63.2% 57.0% 66.7% N/A N/A N/A reviewed/approved 6442 claude-fable-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: 176; ridge alpha: 2.894; cross-validated R^2: -0.072.

Positive termCoefficientDocsMean presentMean absent
οι 2.4610 11 4.526 -0.559
τε 1.9032 5 4.358 -0.229
δε και 1.8013 8 2.861 -0.249
απο 1.7213 27 1.773 -0.656
εστι δε και 1.4690 3 7.314 -0.226
εκαλειτο δε 1.3349 3 5.074 -0.157
πολις 1.3034 68 0.343 -0.729
αφ 1.2873 6 3.481 -0.222
και το 1.2751 9 3.038 -0.300
τη 1.2457 15 1.763 -0.311
ου 1.0621 14 1.771 -0.288
εν τη 1.0431 7 2.887 -0.217
εκαλειτο 1.0259 7 1.800 -0.135
εστι δε 1.0069 5 3.414 -0.180
παιδος 0.9795 4 3.516 -0.146
εν 0.9490 37 0.917 -0.539
αφ ου 0.9179 5 3.036 -0.160
ος 0.8650 6 1.640 -0.105
τοπος 0.8560 4 5.177 -0.216
πολις προς 0.8352 3 6.003 -0.186
Negative termCoefficientDocsMean presentMean absent
εστι και -1.4487 20 -0.639 0.160
γαρ -1.2716 9 -0.039 0.004
το -1.1818 70 -0.312 0.728
δια -1.1685 16 0.114 -0.022
πλησιον -1.0375 8 -1.721 0.150
φησιν -0.9418 10 -2.074 0.230
οικητωρ -0.9261 6 -2.936 0.187
το εθνικον -0.8712 56 -0.495 0.630
εθνικον -0.8712 56 -0.495 0.630
ζευς -0.8499 3 -8.672 0.268
οτι -0.8066 5 -1.800 0.095
ην -0.7902 13 -0.425 0.064
δε -0.7655 46 0.103 -0.088
εστι -0.7578 24 -0.050 0.016
τους -0.7281 4 -1.984 0.083
το θηλυκον -0.7266 6 -2.265 0.145
θεοπομπος -0.7257 5 -2.344 0.123
θρακης -0.7247 5 -2.166 0.114
χωρα -0.6951 6 -3.162 0.202
κατα -0.6818 10 -0.428 0.048

Greek source terms predicting large absolute residuals

Features: 176; ridge alpha: 4.125; cross-validated R^2: -0.166.

Positive termCoefficientDocsMean presentMean absent
δε 1.4152 46 3.625 1.713
εν 1.3132 37 3.783 1.893
γαρ 1.2728 9 6.876 2.169
και 1.2721 66 3.225 1.364
εκαλειτο δε 1.1486 3 14.929 2.211
την 1.0955 13 6.162 2.059
δια 1.0799 16 5.563 2.026
δε και 0.9963 8 7.431 2.172
εκαλειτο 0.8405 7 7.454 2.226
τη 0.8288 15 4.751 2.211
τω 0.8283 16 4.786 2.174
εκαλειτο δε και 0.7982 3 14.929 2.211
τα 0.7834 12 6.019 2.125
αφ 0.7383 6 5.766 2.390
δια του 0.7192 10 5.996 2.214
κατα 0.6739 10 5.760 2.240
οι 0.6491 11 4.775 2.322
εστι 0.6062 24 4.100 2.116
εστι δε και 0.5989 3 7.314 2.446
τε 0.5982 5 4.358 2.499
Negative termCoefficientDocsMean presentMean absent
το εθνικον -0.6879 56 2.588 2.597
εθνικον -0.6879 56 2.588 2.597
εθνος -0.4970 8 2.658 2.587
ως -0.4926 52 2.809 2.357
προς τη -0.4585 4 1.468 2.639
νησος -0.3839 9 2.273 2.624
μια -0.3772 3 1.199 2.635
εκαταιος ασια -0.3743 5 0.821 2.686
ασια -0.3743 5 0.821 2.686
παυσανιας -0.3659 4 1.078 2.655
ηροδοτος -0.3590 9 3.242 2.528
στραβων -0.3366 15 3.064 2.509
του δε -0.3184 3 1.033 2.641
οτι -0.3128 5 2.358 2.605
τινες -0.3113 6 1.761 2.645
τεταρτω -0.3054 3 1.626 2.622
ειρηται -0.2881 3 1.828 2.616
πολιτης -0.2850 18 3.282 2.441
και πολις -0.2740 5 2.452 2.600
τους -0.2640 4 1.984 2.618

AI English terms predicting large absolute residuals

Features: 343; ridge alpha: 4.125; cross-validated R^2: -0.186.

Positive termCoefficientDocsMean presentMean absent
the 1.5935 95 2.671 1.101
with 1.0965 15 5.316 2.112
and 1.0571 58 3.413 1.460
on 1.0428 15 4.451 2.264
of 0.9821 64 3.162 1.579
it 0.8567 37 4.005 1.763
for 0.7501 12 5.700 2.169
on the 0.7491 7 4.822 2.424
their 0.7080 4 10.497 2.263
after 0.6919 21 4.666 2.041
by 0.6790 12 6.112 2.112
used 0.6495 9 7.056 2.151
be called 0.6430 6 8.676 2.204
to be called 0.6430 6 8.676 2.204
to 0.6235 24 4.112 2.112
is 0.6025 91 2.739 1.110
all 0.5680 5 7.492 2.334
are 0.5546 22 4.775 1.977
called 0.5437 24 4.211 2.081
diphthong 0.5436 3 9.848 2.368
Negative termCoefficientDocsMean presentMean absent
ethnonym is -0.6747 53 2.308 2.913
the ethnonym is -0.6659 52 2.324 2.882
ethnonym -0.5348 58 2.567 2.628
the ethnonym -0.5317 56 2.569 2.622
a city in -0.3950 38 2.629 2.570
as in -0.3747 29 2.527 2.619
city in -0.3623 39 2.695 2.527
strabo book -0.3526 9 1.841 2.667
a citizen is -0.3471 13 2.106 2.665
a citizen -0.3471 13 2.106 2.665
island -0.3339 14 2.395 2.624
herodotos -0.3294 7 2.747 2.581
pausanias -0.3097 4 1.078 2.655
is called -0.3067 3 0.897 2.645
asia -0.2991 6 0.922 2.699
about -0.2943 3 0.584 2.654
one of -0.2938 3 1.048 2.640
people -0.2790 13 3.074 2.520
in his asia -0.2732 5 0.821 2.686
his asia -0.2732 5 0.821 2.686

Human English terms predicting large absolute residuals

Features: 336; ridge alpha: 4.125; cross-validated R^2: -0.209.

Positive termCoefficientDocsMean presentMean absent
the 1.5912 90 2.759 1.093
with 1.2335 16 4.992 2.135
and 1.1662 52 3.601 1.499
on 0.9069 16 4.408 2.247
of 0.8768 66 3.264 1.288
is with 0.8419 4 10.570 2.260
after 0.7091 22 4.901 1.941
who 0.6920 13 5.257 2.194
says 0.6872 17 5.373 2.023
their 0.6421 3 14.929 2.211
situated 0.6106 4 9.215 2.316
when 0.5987 7 6.992 2.261
there 0.5910 34 3.773 1.984
there is 0.5834 24 4.280 2.059
for 0.5761 11 5.292 2.259
usage 0.5723 4 6.662 2.423
on the 0.5239 10 4.631 2.366
diphthong 0.5157 3 9.848 2.368
that 0.5109 29 3.621 2.172
to 0.5059 31 3.481 2.193
Negative termCoefficientDocsMean presentMean absent
the ethnonym is -0.7257 52 2.316 2.891
ethnonym is -0.7257 52 2.316 2.891
the ethnonym -0.5610 56 2.582 2.605
ethnonym -0.5546 57 2.599 2.583
as in -0.4804 29 2.663 2.563
a city in -0.4558 40 2.526 2.637
an -0.4425 22 2.379 2.653
city in -0.4161 41 2.591 2.593
people -0.4157 9 2.496 2.602
a people -0.3408 5 1.026 2.675
asia -0.3206 6 0.922 2.699
some -0.3173 10 1.860 2.674
herodotos -0.3094 9 3.242 2.528
in his asia -0.2985 5 0.821 2.686
his asia -0.2985 5 0.821 2.686
crete -0.2879 3 0.783 2.648
one of the -0.2679 4 1.435 2.641
citizen is a -0.2673 15 2.467 2.614
citizen is -0.2673 15 2.467 2.614
a citizen is -0.2673 15 2.467 2.614

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.