Generated: 2026-07-25 12:53:01 UTC
Profile version id: 2405
First translation using this version: 2026-07-16
Total usable AI runs for this version: 100 runs across 100 lemmas
Created: 2026-07-16 06:54:03.500756+10:00
Active: True
Notes: Model timeline evaluation: GPT-4 Turbo (2024-04-09) using prompt text from gpt-5.5 v2; approved-human-only for the 100-row Kappa corpus.
| Formula | AI words = intercept + slope * human words |
|---|---|
| Slope | 0.888 |
| Intercept | 3.076 |
| R^2 | 0.982 |
| P-value | 9.56e-87 |
| Pearson r | 0.991 |
| Mean source words | 30.400 |
| Length fallback rows | 0 |
| Mean human words | 44.160 |
| Mean AI words | 42.270 |
| Mean absolute length residual | 3.356 |
| Mean absolute percent error | 8.0% |
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.
| Metric | Rows | Pattern | Pearson r | R^2 | P-value | Slope | Status |
|---|---|---|---|---|---|---|---|
| BLEU-4 | 100 | significant negative | -0.459 | 0.211 | 1.53e-06 | -0.00305 | ok |
| chrF++ | 100 | significant negative | -0.438 | 0.192 | 5.11e-06 | -0.00193 | ok |
| METEOR | 100 | significant negative | -0.488 | 0.238 | 2.66e-07 | -0.00277 | ok |
| ROUGE-L | 100 | significant negative | -0.489 | 0.239 | 2.49e-07 | -0.00243 | 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 | -0.401 | 0.161 | 3.60e-05 | -0.00319 | ok |
| Trigram recall | 100 | significant negative | -0.413 | 0.171 | 1.95e-05 | -0.00328 | ok |
| Trigram F1 | 100 | significant negative | -0.408 | 0.166 | 2.53e-05 | -0.00323 | ok |
| Trigram Jaccard | 100 | significant negative | -0.392 | 0.154 | 5.45e-05 | -0.00284 | ok |
| Mean BLEU-4 | 40.0% |
|---|---|
| Mean chrF++ | 64.5% |
| Mean METEOR | 68.7% |
| Mean ROUGE-L | 70.7% |
| Mean BERTScore | N/A |
| Mean COMET | N/A |
| Mean BLEURT | N/A |
| Legacy smoothed corpus BLEU | 36.8% |
| Unigram F1 | 69.5% |
| Bigram F1 | 43.5% |
| Trigram precision | 31.0% |
| Trigram recall | 29.6% |
| Trigram F1 | 30.3% |
| Trigram Jaccard | 17.9% |
| 4-gram F1 | 21.9% |
| Lemma ID | Headword | Human words | AI words | Residual | BLEU-4 | chrF++ | METEOR | ROUGE-L | BERTScore | COMET | BLEURT | Human | Run | Model |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2468 | Καπετώλιον | 138 | 103 | -22.558 | 7.9% | 36.9% | 31.3% | 39.8% | N/A | N/A | N/A | reviewed/approved | 12373 | gpt-4-turbo-2024-04-09 |
| 3288 | Κορώνεια | 110 | 117 | 16.294 | 26.6% | 60.4% | 61.7% | 61.4% | N/A | N/A | N/A | reviewed/approved | 12445 | gpt-4-turbo-2024-04-09 |
| 2484 | Καρία | 270 | 229 | -13.714 | 20.3% | 49.4% | 44.4% | 50.9% | N/A | N/A | N/A | reviewed/approved | 12382 | gpt-4-turbo-2024-04-09 |
| 2342 | Κάμιρος | 54 | 62 | 10.997 | 31.0% | 62.0% | 65.3% | 63.8% | N/A | N/A | N/A | reviewed/approved | 12358 | gpt-4-turbo-2024-04-09 |
| 2054 | Καβαλίς | 65 | 70 | 9.233 | 42.9% | 65.6% | 63.2% | 71.1% | N/A | N/A | N/A | reviewed/approved | 12235 | gpt-4-turbo-2024-04-09 |
| 2116 | Κάληρος | 40 | 30 | -8.578 | 16.2% | 45.7% | 39.3% | 45.7% | N/A | N/A | N/A | reviewed/approved | 12313 | gpt-4-turbo-2024-04-09 |
| 2465 | Κάνωπος | 83 | 85 | 8.258 | 25.4% | 59.7% | 66.6% | 67.9% | N/A | N/A | N/A | reviewed/approved | 12370 | gpt-4-turbo-2024-04-09 |
| 2605 | Κάσιον | 56 | 61 | 8.221 | 38.2% | 65.3% | 71.0% | 66.7% | N/A | N/A | N/A | reviewed/approved | 12400 | gpt-4-turbo-2024-04-09 |
| 7244 | Κυρήνη | 54 | 59 | 7.997 | 36.4% | 61.4% | 66.0% | 65.5% | N/A | N/A | N/A | reviewed/approved | 12463 | gpt-4-turbo-2024-04-09 |
| 2626 | Κατάνη | 95 | 80 | -7.393 | 26.1% | 55.0% | 48.5% | 64.0% | N/A | N/A | N/A | reviewed/approved | 12430 | gpt-4-turbo-2024-04-09 |
| 7254 | Κύτα | 84 | 85 | 7.370 | 25.9% | 55.9% | 52.3% | 59.2% | N/A | N/A | N/A | reviewed/approved | 12493 | gpt-4-turbo-2024-04-09 |
| 2604 | Καρχηδών | 117 | 114 | 7.081 | 17.4% | 52.0% | 49.7% | 51.7% | N/A | N/A | N/A | reviewed/approved | 12397 | gpt-4-turbo-2024-04-09 |
| 2603 | Κάρυστος | 175 | 165 | 6.603 | 33.0% | 61.4% | 61.7% | 65.3% | N/A | N/A | N/A | reviewed/approved | 12394 | gpt-4-turbo-2024-04-09 |
| 2470 | Καππαδοκία | 68 | 70 | 6.571 | 21.3% | 57.2% | 78.0% | 71.0% | N/A | N/A | N/A | reviewed/approved | 12376 | gpt-4-turbo-2024-04-09 |
| 2455 | Κάναστρον | 60 | 50 | -6.329 | 23.3% | 56.3% | 57.3% | 58.2% | N/A | N/A | N/A | reviewed/approved | 12367 | gpt-4-turbo-2024-04-09 |
| 7264 | Κωλιάς | 61 | 51 | -6.216 | 33.2% | 62.0% | 60.5% | 71.4% | N/A | N/A | N/A | reviewed/approved | 12523 | gpt-4-turbo-2024-04-09 |
| 2609 | Κάσπειρος | 135 | 129 | 6.105 | 36.4% | 61.8% | 54.0% | 63.6% | N/A | N/A | N/A | reviewed/approved | 12406 | gpt-4-turbo-2024-04-09 |
| 7255 | Κυτέριον | 22 | 28 | 5.398 | 28.6% | 57.1% | 59.3% | 64.0% | N/A | N/A | N/A | reviewed/approved | 12496 | gpt-4-turbo-2024-04-09 |
| 2346 | Κάναι | 77 | 76 | 4.583 | 31.1% | 54.6% | 68.2% | 70.1% | N/A | N/A | N/A | reviewed/approved | 12364 | gpt-4-turbo-2024-04-09 |
| 2057 | Καβελλιών | 34 | 29 | -4.253 | 53.7% | 75.1% | 80.3% | 85.7% | N/A | N/A | N/A | reviewed/approved | 12244 | gpt-4-turbo-2024-04-09 |
| 7267 | Κωνώπη | 64 | 64 | 4.121 | 42.3% | 65.6% | 66.5% | 68.2% | N/A | N/A | N/A | reviewed/approved | 12532 | gpt-4-turbo-2024-04-09 |
| 7259 | Κύφος | 54 | 55 | 3.997 | 34.2% | 64.4% | 71.3% | 71.6% | N/A | N/A | N/A | reviewed/approved | 12508 | gpt-4-turbo-2024-04-09 |
| 7252 | Κύρτωνες | 27 | 31 | 3.960 | 8.6% | 47.7% | 48.2% | 48.3% | N/A | N/A | N/A | reviewed/approved | 12487 | gpt-4-turbo-2024-04-09 |
| 7253 | Κυρτώνιος | 18 | 23 | 3.948 | 50.2% | 74.3% | 84.2% | 73.2% | N/A | N/A | N/A | reviewed/approved | 12490 | gpt-4-turbo-2024-04-09 |
| 2599 | Καρπήσιοι | 11 | 9 | -3.839 | 10.2% | 39.0% | 41.3% | 50.0% | N/A | N/A | N/A | reviewed/approved | 12388 | gpt-4-turbo-2024-04-09 |
| 7250 | Κυρταία | 40 | 35 | -3.578 | 46.4% | 64.6% | 63.6% | 66.7% | N/A | N/A | N/A | reviewed/approved | 12481 | gpt-4-turbo-2024-04-09 |
| 7248 | Κύρου πόλις | 32 | 35 | 3.523 | 21.3% | 57.8% | 63.2% | 62.7% | N/A | N/A | N/A | reviewed/approved | 12475 | gpt-4-turbo-2024-04-09 |
| 7247 | Κύρνος | 50 | 44 | -3.453 | 18.3% | 51.3% | 58.0% | 55.3% | N/A | N/A | N/A | reviewed/approved | 12472 | gpt-4-turbo-2024-04-09 |
| 2081 | Καλάθη | 49 | 50 | 3.434 | 45.9% | 71.2% | 84.3% | 82.8% | N/A | N/A | N/A | reviewed/approved | 12286 | gpt-4-turbo-2024-04-09 |
| 2075 | Καινίνη | 15 | 13 | -3.389 | 79.5% | 88.0% | 87.7% | 92.9% | N/A | N/A | N/A | reviewed/approved | 12268 | gpt-4-turbo-2024-04-09 |
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.
Features: 176; ridge alpha: 5.878; cross-validated R^2: 0.006.
| Positive term | Coefficient | Docs | Mean present | Mean absent |
|---|---|---|---|---|
| και | 1.8651 | 66 | 0.676 | -1.313 |
| οι | 1.3822 | 11 | 4.957 | -0.613 |
| απο | 1.2674 | 27 | 2.314 | -0.856 |
| ου | 1.2310 | 14 | 3.562 | -0.580 |
| βοιωτιας | 1.0422 | 3 | 7.258 | -0.224 |
| πολιτης | 1.0168 | 18 | 3.574 | -0.784 |
| τε | 0.9875 | 5 | 4.001 | -0.211 |
| δε και | 0.8019 | 8 | 2.869 | -0.249 |
| δυναται | 0.7738 | 3 | 8.291 | -0.256 |
| πολις | 0.7727 | 68 | 0.828 | -1.759 |
| παρα | 0.7717 | 7 | 1.901 | -0.143 |
| παιδος | 0.7528 | 4 | 5.263 | -0.219 |
| εστι | 0.7308 | 24 | 1.696 | -0.536 |
| εστι δε και | 0.6777 | 3 | 8.378 | -0.259 |
| εστι δε | 0.6202 | 5 | 5.355 | -0.282 |
| την | 0.6025 | 13 | 0.703 | -0.105 |
| τη | 0.5901 | 15 | 1.636 | -0.289 |
| ιβηριας | 0.5850 | 3 | 5.084 | -0.157 |
| πολις εν | 0.5765 | 5 | 4.101 | -0.216 |
| εν τη | 0.5590 | 7 | 2.909 | -0.219 |
| Negative term | Coefficient | Docs | Mean present | Mean absent |
|---|---|---|---|---|
| γαρ | -1.7863 | 9 | -2.255 | 0.223 |
| δια | -1.2499 | 16 | -1.171 | 0.223 |
| περι | -1.1195 | 11 | -4.409 | 0.545 |
| δια του | -0.9935 | 10 | -2.361 | 0.262 |
| του | -0.9213 | 37 | 0.834 | -0.490 |
| οτι | -0.8074 | 5 | -1.887 | 0.099 |
| ηρωδιανος | -0.7616 | 3 | -12.920 | 0.400 |
| οικητωρ | -0.7567 | 6 | -4.127 | 0.263 |
| το | -0.7211 | 70 | 0.030 | -0.071 |
| το εθνικον | -0.7027 | 56 | -0.641 | 0.816 |
| εθνικον | -0.7027 | 56 | -0.641 | 0.816 |
| ζευς | -0.5910 | 3 | -10.563 | 0.327 |
| δε της | -0.5727 | 6 | -3.489 | 0.223 |
| εθνος | -0.5723 | 8 | -2.013 | 0.175 |
| θεοπομπος | -0.5579 | 5 | -2.346 | 0.123 |
| ει | -0.5529 | 4 | -5.500 | 0.229 |
| τα | -0.5397 | 12 | -1.796 | 0.245 |
| φησιν | -0.5014 | 10 | -2.343 | 0.260 |
| τινες | -0.4905 | 6 | -2.240 | 0.143 |
| θρακης | -0.4855 | 5 | -2.210 | 0.116 |
Features: 176; ridge alpha: 5.878; cross-validated R^2: -0.226.
| Positive term | Coefficient | Docs | Mean present | Mean absent |
|---|---|---|---|---|
| δε | 1.5837 | 46 | 4.824 | 2.105 |
| γαρ | 1.5606 | 9 | 7.451 | 2.951 |
| την | 1.3988 | 13 | 7.606 | 2.721 |
| και | 1.1435 | 66 | 4.054 | 2.002 |
| εις | 1.0004 | 7 | 10.955 | 2.784 |
| δια του | 0.9258 | 10 | 6.410 | 3.017 |
| δια | 0.8782 | 16 | 5.322 | 2.982 |
| τα | 0.7732 | 12 | 7.573 | 2.781 |
| του | 0.7431 | 37 | 4.586 | 2.634 |
| απο | 0.6845 | 27 | 5.306 | 2.635 |
| ουτως | 0.5859 | 5 | 8.809 | 3.069 |
| βοιωτιας | 0.5784 | 3 | 7.258 | 3.235 |
| αι | 0.5554 | 3 | 11.606 | 3.101 |
| ζευς | 0.5548 | 3 | 13.618 | 3.039 |
| ηρωδιανος | 0.5249 | 3 | 12.920 | 3.060 |
| εν | 0.4891 | 37 | 4.459 | 2.708 |
| οτι | 0.4772 | 5 | 5.494 | 3.244 |
| εκαλειτο | 0.4593 | 7 | 6.170 | 3.144 |
| εστι | 0.4546 | 24 | 4.492 | 2.998 |
| ος | 0.4542 | 6 | 8.076 | 3.055 |
| Negative term | Coefficient | Docs | Mean present | Mean absent |
|---|---|---|---|---|
| ως | -0.7884 | 52 | 3.128 | 3.604 |
| δευτερω | -0.6411 | 3 | 0.648 | 3.440 |
| το εθνικον | -0.5148 | 56 | 3.483 | 3.195 |
| εθνικον | -0.5148 | 56 | 3.483 | 3.195 |
| κωμη | -0.4822 | 3 | 1.024 | 3.428 |
| στραβων | -0.4283 | 15 | 3.046 | 3.411 |
| νησος | -0.4252 | 9 | 2.495 | 3.441 |
| μια | -0.4136 | 3 | 1.145 | 3.425 |
| καππαδοκιας | -0.4072 | 3 | 1.623 | 3.410 |
| τεταρτω | -0.3443 | 3 | 1.341 | 3.418 |
| εκ | -0.3416 | 6 | 2.172 | 3.432 |
| προς τη | -0.3361 | 4 | 1.922 | 3.416 |
| διονυσιος | -0.3053 | 4 | 2.325 | 3.399 |
| τους | -0.3018 | 4 | 2.489 | 3.392 |
| παρα το | -0.2911 | 3 | 1.616 | 3.410 |
| πλησιον | -0.2797 | 8 | 2.982 | 3.389 |
| ηροδοτος | -0.2760 | 9 | 4.131 | 3.280 |
| παυσανιας | -0.2359 | 4 | 2.041 | 3.411 |
| ης | -0.2297 | 3 | 2.236 | 3.391 |
| τον | -0.2285 | 10 | 3.114 | 3.383 |
Features: 318; ridge alpha: 4.125; cross-validated R^2: -0.226.
| Positive term | Coefficient | Docs | Mean present | Mean absent |
|---|---|---|---|---|
| the | 1.9499 | 91 | 3.463 | 2.275 |
| for | 1.8431 | 13 | 5.561 | 3.027 |
| is | 1.1647 | 89 | 3.462 | 2.502 |
| with | 1.1599 | 13 | 5.601 | 3.021 |
| and | 0.9579 | 56 | 4.471 | 1.938 |
| is called | 0.9030 | 7 | 8.118 | 2.998 |
| it | 0.8917 | 37 | 4.970 | 2.408 |
| city is | 0.8698 | 3 | 8.758 | 3.189 |
| in this | 0.8586 | 3 | 15.152 | 2.991 |
| when | 0.8418 | 5 | 11.319 | 2.937 |
| zeus | 0.8205 | 5 | 11.136 | 2.947 |
| that | 0.8169 | 11 | 6.867 | 2.922 |
| called | 0.8024 | 32 | 5.105 | 2.533 |
| athens | 0.7457 | 3 | 12.344 | 3.078 |
| either | 0.7290 | 4 | 10.491 | 3.059 |
| is the | 0.7067 | 3 | 12.473 | 3.074 |
| the feminine | 0.6725 | 14 | 6.112 | 2.907 |
| herodian | 0.6684 | 3 | 12.920 | 3.060 |
| in | 0.6261 | 85 | 3.474 | 2.689 |
| by | 0.5913 | 18 | 4.889 | 3.020 |
| Negative term | Coefficient | Docs | Mean present | Mean absent |
|---|---|---|---|---|
| per | -0.6234 | 15 | 2.676 | 3.476 |
| as per | -0.6234 | 15 | 2.676 | 3.476 |
| the ethnonym is | -0.5980 | 54 | 3.406 | 3.298 |
| ethnonym is | -0.5980 | 54 | 3.406 | 3.298 |
| his | -0.5015 | 25 | 2.995 | 3.476 |
| city of | -0.4549 | 20 | 2.852 | 3.482 |
| the ethnonym | -0.4447 | 57 | 3.433 | 3.254 |
| ethnonym | -0.4447 | 57 | 3.433 | 3.254 |
| island | -0.4178 | 14 | 2.760 | 3.453 |
| an island | -0.4164 | 10 | 2.461 | 3.456 |
| book | -0.4134 | 38 | 2.928 | 3.618 |
| as | -0.4124 | 58 | 3.486 | 3.177 |
| strabo | -0.3982 | 15 | 3.046 | 3.411 |
| are called | -0.3952 | 5 | 3.314 | 3.358 |
| a city of | -0.3872 | 19 | 2.629 | 3.527 |
| an | -0.3718 | 27 | 3.917 | 3.149 |
| a city | -0.3702 | 64 | 3.504 | 3.093 |
| name | -0.3590 | 3 | 1.052 | 3.427 |
| as in | -0.3477 | 34 | 3.133 | 3.471 |
| of his | -0.3427 | 13 | 2.301 | 3.514 |
Features: 336; ridge alpha: 5.878; cross-validated R^2: -0.238.
| Positive term | Coefficient | Docs | Mean present | Mean absent |
|---|---|---|---|---|
| with | 1.5977 | 16 | 5.175 | 3.010 |
| the | 1.4717 | 90 | 3.500 | 2.063 |
| and | 0.9004 | 52 | 4.470 | 2.149 |
| is | 0.7614 | 87 | 3.543 | 2.103 |
| sanctuary | 0.7601 | 3 | 13.012 | 3.058 |
| on | 0.6447 | 16 | 5.511 | 2.946 |
| forms | 0.6195 | 4 | 11.090 | 3.034 |
| on the | 0.6146 | 10 | 5.607 | 3.106 |
| this | 0.5951 | 15 | 7.284 | 2.663 |
| there is also | 0.5608 | 22 | 5.043 | 2.880 |
| is with | 0.5506 | 4 | 11.575 | 3.014 |
| after | 0.5036 | 22 | 5.333 | 2.798 |
| there is | 0.5023 | 24 | 4.725 | 2.924 |
| is also | 0.5018 | 31 | 4.466 | 2.858 |
| when | 0.4963 | 7 | 8.296 | 2.984 |
| after the | 0.4903 | 6 | 7.265 | 3.107 |
| there | 0.4799 | 34 | 4.318 | 2.861 |
| however | 0.4753 | 10 | 7.932 | 2.848 |
| diphthong | 0.4665 | 3 | 12.918 | 3.060 |
| boiotia | 0.4562 | 3 | 7.258 | 3.235 |
| Negative term | Coefficient | Docs | Mean present | Mean absent |
|---|---|---|---|---|
| an | -0.5802 | 22 | 2.716 | 3.537 |
| book | -0.5459 | 39 | 2.856 | 3.676 |
| as in | -0.4444 | 29 | 3.197 | 3.421 |
| the ethnonym is | -0.4275 | 52 | 3.405 | 3.303 |
| ethnonym is | -0.4275 | 52 | 3.405 | 3.303 |
| ethnonym | -0.3701 | 57 | 3.474 | 3.199 |
| the ethnonym | -0.3668 | 56 | 3.480 | 3.199 |
| per | -0.3634 | 20 | 2.912 | 3.467 |
| as per | -0.3634 | 20 | 2.912 | 3.467 |
| as | -0.3620 | 60 | 3.331 | 3.393 |
| near | -0.3573 | 16 | 3.060 | 3.413 |
| a city in | -0.3144 | 40 | 3.349 | 3.361 |
| of his | -0.3100 | 18 | 2.843 | 3.469 |
| strabo | -0.3037 | 15 | 3.046 | 3.411 |
| island | -0.2898 | 14 | 2.760 | 3.453 |
| dionysios | -0.2762 | 4 | 2.325 | 3.399 |
| book of his | -0.2747 | 16 | 2.995 | 3.425 |
| book of | -0.2747 | 16 | 2.995 | 3.425 |
| about | -0.2692 | 5 | 1.702 | 3.443 |
| an island | -0.2663 | 9 | 2.458 | 3.445 |
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.
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 (no analysis, no commentary, no multiple options).
A) Formatting + spelling
- Use Australasian spelling and punctuation conventions.
- Preserve paragraphing/line-breaks of the Greek source:
- Do not introduce new paragraphs unless the Greek has them.
- If the Greek includes a poetic quotation with line breaks, format the English quotation with the same line breaks.
- Use single quotes for quoted forms/snippets: '...'. Avoid double quotes.
- Use *italics* (asterisks) for titles of ancient works: e.g., *Cypriaka*.
B) Opening / structure
- Begin with the headword transliterated into Latin letters (no Greek diacritics), then a short definition.
- Typically: Headword: ...
- Appositive openings like 'Karia, the country.' are acceptable when the entry is of that type.
- Keep enumerations of homonymous places as inline numbered items like (2) ... (3) ..., matching the Greek's structure.
C) Transliteration + naming
- Do NOT use macrons/acute accents in transliteration: Karystos (not Kárystos), Kaspeiros (not Káspeiros).
- Prefer Greek-form transliteration with kappa = k; avoid Latinised exonyms when Stephanos is discussing the Greek form:
- Kapetolion (not Capitolium)
- Karchedon (not Carthage)
- Chalkedon (not Chalcedon)
- Use conventional English names for major places/regions when standard (Rome, Cyprus, Egypt, Syria, India).
- Translate Πόντος as 'the Black Sea' when it is clearly the sea/region reference.
D) Citations (authors/works/books)
- Convert Greek book numerals to Arabic digits.
- Keep citations compact, mirroring the source's incompleteness:
- Author + work title: 'Hellanikos in his *Cypriaka*'
- Author + book: 'Strabo, book 12: ...' / 'Herodotus, book 3.'
- Author + work + book: 'Dionysios in book 3 of his *Bassarika*: ...'
- Ignore modern/editorial locator codes and apparatus-like add-ons:
- omit RE/SH numbers, (GG ...), (FGrHist ...), chapter/section locators like (12.8.12), [C 576.21], Il. 2.676, etc.
- keep only the author/work/book level that Stephanos is using.
E) Fixed formulae (be consistent)
- τὸ ἐθνικόν X -> 'The ethnonym is 'X'.'
- ὁ πολίτης X -> 'A citizen is a 'X'.'
- τὸ θηλυκόν / καὶ θηλυκόν X -> 'In the feminine 'X'.'
- Keep (as needed): 'The possessive is '...'.' / 'An inhabitant is a '...'.' / 'A deme-member is a '...'.'
- For τὰ τοπικά (place-adverb forms), use 'The locatives are ...' and list forms in single quotes.
F) Philological/orthographic discussion
- When the entry discusses spelling/letters/diphthongs, preserve Greek letters in Greek script (e.g., ι, ει, οι).
- Prefer transliteration (not full Greek script) for cited alternative spellings unless the point requires showing a specific Greek letter/feature.
G) Comparisons / derivational analogies (ὡς + X)
- For ὡς + X where X is an etymologically related noun in the nominative, use this fixed English pattern:
- (as in 'X')
- Keep it exactly: parentheses + single quotes (no 'like X', no bare 'as X').
H) ἀφ' οὗ
- If it has a masculine antecedent referring to a person (typically the eponym) in a naming context (implicit/explicit καλεῖται/ἐκαλεῖτο/κέκληται), translate as 'after whom' (i.e., 'named after whom').
- If it has an identifiable explicit neuter antecedent, translate as 'from which'.
- If it has a dropped neuter antecedent and functions adverbially, handle cautiously:
- often 'hence' / 'thence'
- in Stephanos' idiosyncratic 'example-marker' usage, 'as per' can be acceptable when it clearly introduces an ethnonym/person-as-example.
I) Morphology scaffolding (only when needed)
- If Stephanos is citing an author specifically to indicate grammatical case/gender/number, and that feature would otherwise be unclear in English, add brief tags after the relevant form:
- case: (nom.), (acc.), (gen.), (dat.), (voc.)
- gender: (m.), (f.), (n.)
- number: (sing.), (pl.)
J) Fidelity + restraint
- Translate directly; do not add background explanation or modern bibliography.
- Avoid gratuitous adversatives ('however') for δέ when it is merely continuative.
- Do not add glosses like (synoikia), (kalathos) unless Stephanos explicitly defines a term.
- Preserve uncertainty when the Greek is uncertain/corrupt; do not invent.
Now translate the provided entry accordingly, and submit it via submit_translation.