Generated: 2026-09-20 11:20:39 UTC
Profile version id: 2414
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-4o (2024-11-20) 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 | 0.900 |
| Intercept | 3.594 |
| R^2 | 0.975 |
| P-value | 1.30e-80 |
| Pearson r | 0.988 |
| Mean source words | 30.400 |
| Length fallback rows | 0 |
| Mean human words | 44.150 |
| Mean AI words | 43.310 |
| Mean absolute length residual | 3.644 |
| Mean absolute percent error | 7.7% |
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 | -0.330 | 0.109 | 0.0008 | -0.00203 | ok |
| chrF++ | 100 | significant negative | -0.372 | 0.138 | 0.0001 | -0.00143 | ok |
| METEOR | 100 | significant negative | -0.464 | 0.215 | 1.17e-06 | -0.00233 | ok |
| ROUGE-L | 100 | significant negative | -0.418 | 0.175 | 1.53e-05 | -0.00184 | ok |
| BERTScore | 100 | significant negative | -0.600 | 0.360 | 4.21e-11 | -0.00048 | ok |
| COMET | 100 | significant negative | -0.406 | 0.165 | 2.74e-05 | -0.00077 | ok |
| BLEURT | 100 | significant negative | -0.743 | 0.553 | 8.16e-19 | -0.00249 | ok |
| Trigram precision | 100 | significant negative | -0.305 | 0.093 | 0.0020 | -0.00215 | ok |
| Trigram recall | 100 | significant negative | -0.313 | 0.098 | 0.0015 | -0.00222 | ok |
| Trigram F1 | 100 | significant negative | -0.310 | 0.096 | 0.0017 | -0.00218 | ok |
| Trigram Jaccard | 100 | significant negative | -0.309 | 0.095 | 0.0018 | -0.00195 | ok |
| Mean BLEU-4 | 40.3% |
|---|---|
| Mean chrF++ | 65.9% |
| Mean METEOR | 71.4% |
| Mean ROUGE-L | 72.5% |
| Mean BERTScore | 95.4% |
| Mean COMET | 78.2% |
| Mean BLEURT | 72.0% |
| Legacy smoothed corpus BLEU | 40.1% |
| Unigram F1 | 73.6% |
| Bigram F1 | 46.8% |
| Trigram precision | 33.1% |
| Trigram recall | 32.4% |
| Trigram F1 | 32.8% |
| Trigram Jaccard | 19.6% |
| 4-gram F1 | 23.7% |
| Lemma ID | Headword | Human words | AI words | Residual | BLEU-4 | chrF++ | METEOR | ROUGE-L | BERTScore | COMET | BLEURT | Human | Run | Model |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2484 | Καρία | 270 | 216 | -30.478 | 26.8% | 53.8% | 47.7% | 58.0% | 90.2% | 78.2% | 43.2% | reviewed/approved | 12982 | gpt-4o-2024-11-20 |
| 2604 | Καρχηδών | 117 | 132 | 23.156 | 30.6% | 61.8% | 58.1% | 61.6% | 93.3% | 78.0% | 63.2% | reviewed/approved | 12997 | gpt-4o-2024-11-20 |
| 3288 | Κορώνεια | 110 | 115 | 12.453 | 17.3% | 55.4% | 54.5% | 60.2% | 93.2% | 75.0% | 59.1% | reviewed/approved | 13045 | gpt-4o-2024-11-20 |
| 2346 | Κάναι | 77 | 85 | 12.139 | 45.0% | 66.0% | 71.5% | 77.8% | 94.9% | 77.3% | 63.2% | reviewed/approved | 12964 | gpt-4o-2024-11-20 |
| 2342 | Κάμιρος | 54 | 63 | 10.829 | 40.4% | 72.0% | 69.7% | 71.8% | 95.4% | 78.0% | 64.0% | reviewed/approved | 12958 | gpt-4o-2024-11-20 |
| 7259 | Κύφος | 54 | 62 | 9.829 | 38.4% | 71.8% | 74.2% | 74.1% | 94.6% | 71.1% | 62.0% | reviewed/approved | 13108 | gpt-4o-2024-11-20 |
| 2597 | Καρπασία | 112 | 114 | 9.654 | 34.1% | 64.5% | 60.3% | 65.5% | 95.1% | 76.2% | 61.3% | reviewed/approved | 12985 | gpt-4o-2024-11-20 |
| 2055 | Καβασσός | 109 | 92 | -9.647 | 25.5% | 55.9% | 55.4% | 56.7% | 93.3% | 75.5% | 49.9% | reviewed/approved | 12838 | gpt-4o-2024-11-20 |
| 2603 | Κάρυστος | 175 | 170 | 8.981 | 25.9% | 56.0% | 57.5% | 60.9% | 93.6% | 77.1% | 62.3% | reviewed/approved | 12994 | gpt-4o-2024-11-20 |
| 2465 | Κάνωπος | 83 | 86 | 7.742 | 31.7% | 61.7% | 80.1% | 73.4% | 93.9% | 74.6% | 64.4% | reviewed/approved | 12970 | gpt-4o-2024-11-20 |
| 2328 | Καλλίπολις | 43 | 50 | 7.725 | 34.0% | 61.6% | 63.7% | 62.4% | 94.8% | 74.0% | 69.0% | reviewed/approved | 12934 | gpt-4o-2024-11-20 |
| 2470 | Καππαδοκία | 68 | 72 | 7.235 | 22.7% | 62.1% | 61.7% | 68.6% | 95.4% | 78.4% | 69.7% | reviewed/approved | 12976 | gpt-4o-2024-11-20 |
| 7255 | Κυτέριον | 22 | 30 | 6.615 | 10.3% | 48.2% | 42.1% | 50.0% | 92.7% | 73.7% | 67.3% | reviewed/approved | 13096 | gpt-4o-2024-11-20 |
| 2116 | Κάληρος | 40 | 33 | -6.577 | 14.8% | 44.0% | 42.3% | 46.6% | 91.5% | 72.7% | 67.2% | reviewed/approved | 12913 | gpt-4o-2024-11-20 |
| 2054 | Καβαλίς | 65 | 68 | 5.934 | 50.4% | 69.0% | 64.6% | 73.7% | 95.9% | 75.8% | 71.9% | reviewed/approved | 12835 | gpt-4o-2024-11-20 |
| 2119 | Κάλλατις | 65 | 68 | 5.934 | 31.6% | 60.1% | 70.1% | 66.2% | 94.3% | 71.9% | 65.1% | reviewed/approved | 12922 | gpt-4o-2024-11-20 |
| 7254 | Κύτα | 84 | 85 | 5.842 | 37.1% | 63.0% | 52.4% | 66.3% | 93.0% | 76.4% | 60.7% | reviewed/approved | 13093 | gpt-4o-2024-11-20 |
| 7260 | Κυχρεῖος πάγος | 61 | 64 | 5.532 | 38.6% | 64.7% | 67.8% | 59.2% | 95.1% | 75.0% | 60.7% | reviewed/approved | 13111 | gpt-4o-2024-11-20 |
| 3496 | Κοτιάειον | 71 | 62 | -5.463 | 21.7% | 43.4% | 44.1% | 46.6% | 91.3% | 71.3% | 62.5% | reviewed/approved | 13048 | gpt-4o-2024-11-20 |
| 2624 | Κατάβαθμος | 20 | 17 | -4.585 | 51.7% | 76.0% | 77.8% | 81.1% | 95.7% | 82.2% | 77.2% | reviewed/approved | 13021 | gpt-4o-2024-11-20 |
| 2078 | Καινύς | 22 | 19 | -4.385 | 33.3% | 58.2% | 63.0% | 63.4% | 93.9% | 81.2% | 68.9% | reviewed/approved | 12874 | gpt-4o-2024-11-20 |
| 7262 | Κῶβρυς | 22 | 19 | -4.385 | 40.9% | 60.2% | 58.9% | 68.3% | 95.1% | 71.4% | 70.6% | reviewed/approved | 13117 | gpt-4o-2024-11-20 |
| 7266 | Κώμη | 79 | 79 | 4.340 | 21.9% | 50.4% | 49.7% | 50.6% | 92.7% | 73.0% | 56.2% | reviewed/approved | 13129 | gpt-4o-2024-11-20 |
| 2330 | Καλύβη | 24 | 21 | -4.184 | 41.4% | 62.9% | 64.1% | 80.0% | 96.4% | 79.8% | 77.2% | reviewed/approved | 12940 | gpt-4o-2024-11-20 |
| 7261 | Κύψελα | 34 | 30 | -4.179 | 39.8% | 62.8% | 66.4% | 68.8% | 95.7% | 77.9% | 71.3% | reviewed/approved | 13114 | gpt-4o-2024-11-20 |
| 2326 | Καλλίαρος | 47 | 50 | 4.126 | 43.5% | 67.8% | 81.3% | 78.4% | 96.1% | 72.6% | 68.4% | reviewed/approved | 12928 | gpt-4o-2024-11-20 |
| 2605 | Κάσιον | 56 | 58 | 4.030 | 37.8% | 63.8% | 69.9% | 70.2% | 94.3% | 73.1% | 60.3% | reviewed/approved | 13000 | gpt-4o-2024-11-20 |
| 3258 | Κεκρυφάλεια | 26 | 23 | -3.983 | 53.5% | 76.1% | 85.1% | 89.8% | 98.3% | 79.4% | 81.1% | reviewed/approved | 13042 | gpt-4o-2024-11-20 |
| 3530 | Κριώα | 26 | 23 | -3.983 | 39.6% | 69.1% | 73.6% | 77.6% | 95.7% | 76.5% | 70.6% | reviewed/approved | 13054 | gpt-4o-2024-11-20 |
| 2077 | Καιρή | 17 | 15 | -3.887 | 49.7% | 71.4% | 76.3% | 75.0% | 97.4% | 87.0% | 80.6% | reviewed/approved | 12877 | gpt-4o-2024-11-20 |
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: 4.125; cross-validated R^2: -0.177.
| Positive term | Coefficient | Docs | Mean present | Mean absent |
|---|---|---|---|---|
| και | 2.5045 | 66 | 0.618 | -1.200 |
| πολιτης | 1.7977 | 18 | 5.047 | -1.108 |
| απο | 1.6719 | 27 | 3.033 | -1.122 |
| δε και | 1.4985 | 8 | 1.851 | -0.161 |
| εστι δε και | 1.4676 | 3 | 11.111 | -0.344 |
| ος | 1.4392 | 6 | 5.928 | -0.378 |
| ου | 1.4156 | 14 | 3.733 | -0.608 |
| δυο | 1.3643 | 4 | 7.911 | -0.330 |
| εστι δε | 1.3590 | 5 | 6.764 | -0.356 |
| πολις | 1.2295 | 68 | 0.487 | -1.036 |
| παιδος | 1.2202 | 4 | 6.200 | -0.258 |
| πολιχνιον | 1.1714 | 3 | 8.599 | -0.266 |
| την | 1.1522 | 13 | 2.953 | -0.441 |
| εν τη | 1.0961 | 7 | 3.670 | -0.276 |
| απο του | 1.0092 | 9 | 4.604 | -0.455 |
| δευτερα | 0.9452 | 3 | 6.732 | -0.208 |
| εκαλειτο δε | 0.9176 | 3 | 0.553 | -0.017 |
| αφ ου | 0.9023 | 5 | 5.051 | -0.266 |
| αυτην | 0.8061 | 9 | 2.755 | -0.273 |
| βοιωτιας | 0.8013 | 3 | 3.408 | -0.105 |
| Negative term | Coefficient | Docs | Mean present | Mean absent |
|---|---|---|---|---|
| το | -1.6678 | 70 | -0.156 | 0.365 |
| καππαδοκιας | -1.4154 | 3 | -5.503 | 0.170 |
| περι | -1.3617 | 11 | -2.925 | 0.362 |
| γαρ | -1.2684 | 9 | -2.485 | 0.246 |
| οικητωρ | -1.2288 | 6 | -6.180 | 0.394 |
| το εθνικον | -1.1128 | 56 | -0.838 | 1.066 |
| εθνικον | -1.1128 | 56 | -0.838 | 1.066 |
| εθνος | -1.0676 | 8 | -4.978 | 0.433 |
| ουτως | -0.8821 | 5 | -6.880 | 0.362 |
| τοπικα | -0.8774 | 3 | -5.033 | 0.156 |
| τα τοπικα | -0.8774 | 3 | -5.033 | 0.156 |
| πολις θρακης | -0.8648 | 4 | -3.258 | 0.136 |
| τινες | -0.8448 | 6 | -2.609 | 0.167 |
| μετα | -0.8384 | 3 | -11.856 | 0.367 |
| τω περι | -0.8188 | 4 | -6.901 | 0.288 |
| εν τω περι | -0.8188 | 4 | -6.901 | 0.288 |
| ηρωδιανος | -0.7934 | 3 | -11.499 | 0.356 |
| θρακης | -0.7586 | 5 | -2.320 | 0.122 |
| και του | -0.7545 | 4 | -3.273 | 0.136 |
| το θηλυκον | -0.6942 | 6 | -3.384 | 0.216 |
Features: 176; ridge alpha: 4.125; cross-validated R^2: -0.025.
| Positive term | Coefficient | Docs | Mean present | Mean absent |
|---|---|---|---|---|
| την | 2.2661 | 13 | 8.665 | 2.894 |
| δε | 2.0899 | 46 | 4.809 | 2.652 |
| εκαλειτο | 1.7027 | 7 | 11.470 | 3.055 |
| εστι | 1.6991 | 24 | 6.174 | 2.845 |
| απο | 1.6598 | 27 | 7.039 | 2.389 |
| εκαλειτο δε | 1.5654 | 3 | 20.872 | 3.111 |
| δε και | 1.4714 | 8 | 10.958 | 3.008 |
| και | 1.1484 | 66 | 4.248 | 2.473 |
| δια | 1.1007 | 16 | 7.101 | 2.986 |
| εστι δε και | 1.0975 | 3 | 12.628 | 3.366 |
| εκαλειτο δε και | 1.0542 | 3 | 20.872 | 3.111 |
| περι | 1.0241 | 11 | 6.414 | 3.302 |
| εν | 1.0013 | 37 | 4.946 | 2.880 |
| απο της | 0.9700 | 6 | 10.421 | 3.212 |
| ος | 0.9319 | 6 | 7.994 | 3.367 |
| εστι δε | 0.9039 | 5 | 9.013 | 3.362 |
| φησιν | 0.8862 | 10 | 9.112 | 3.037 |
| εστι και | 0.8609 | 20 | 5.778 | 3.111 |
| εν τω περι | 0.8533 | 4 | 10.764 | 3.348 |
| τω περι | 0.8533 | 4 | 10.764 | 3.348 |
| Negative term | Coefficient | Docs | Mean present | Mean absent |
|---|---|---|---|---|
| το εθνικον | -0.9683 | 56 | 3.287 | 4.099 |
| εθνικον | -0.9683 | 56 | 3.287 | 4.099 |
| μια | -0.7789 | 3 | 0.689 | 3.736 |
| προς τη | -0.6739 | 4 | 1.965 | 3.714 |
| τους | -0.6708 | 4 | 1.675 | 3.726 |
| δευτερω | -0.6678 | 3 | 1.195 | 3.720 |
| ης | -0.5534 | 3 | 1.562 | 3.709 |
| και το | -0.5395 | 9 | 3.839 | 3.625 |
| του δε | -0.5164 | 3 | 1.405 | 3.713 |
| ως | -0.4746 | 52 | 4.013 | 3.244 |
| παυσανιας | -0.4677 | 4 | 1.992 | 3.713 |
| πολυβιος | -0.4648 | 5 | 1.589 | 3.752 |
| το | -0.4641 | 70 | 3.521 | 3.932 |
| εξ | -0.4482 | 3 | 2.220 | 3.688 |
| τον | -0.4029 | 10 | 4.443 | 3.555 |
| πολις προς | -0.4028 | 3 | 3.825 | 3.639 |
| ουδετερως | -0.3672 | 3 | 2.221 | 3.688 |
| φασι | -0.3348 | 8 | 4.704 | 3.552 |
| νησος | -0.3322 | 9 | 3.560 | 3.652 |
| αιγυπτου | -0.3132 | 3 | 2.236 | 3.688 |
Features: 318; ridge alpha: 4.125; cross-validated R^2: -0.058.
| Positive term | Coefficient | Docs | Mean present | Mean absent |
|---|---|---|---|---|
| was | 1.8496 | 17 | 7.232 | 2.909 |
| the | 1.5398 | 95 | 3.700 | 2.592 |
| called | 1.3801 | 27 | 6.224 | 2.690 |
| there | 1.3660 | 33 | 5.964 | 2.501 |
| there is | 1.3348 | 24 | 6.344 | 2.792 |
| its | 1.2971 | 6 | 8.514 | 3.333 |
| diphthong | 1.2866 | 3 | 13.622 | 3.336 |
| there is also | 1.2129 | 22 | 6.447 | 2.854 |
| was called | 1.1698 | 4 | 11.228 | 3.328 |
| usage | 1.0965 | 3 | 11.562 | 3.399 |
| is also a | 1.0913 | 11 | 10.071 | 2.850 |
| by | 1.0528 | 15 | 7.663 | 2.935 |
| on | 1.0514 | 13 | 6.346 | 3.241 |
| is also | 1.0060 | 31 | 5.801 | 2.675 |
| also a | 0.9678 | 12 | 9.375 | 2.863 |
| at | 0.9651 | 6 | 7.147 | 3.421 |
| after | 0.9547 | 19 | 6.697 | 2.928 |
| of | 0.9354 | 87 | 3.687 | 3.359 |
| most | 0.8725 | 4 | 16.345 | 3.115 |
| among | 0.8703 | 4 | 11.433 | 3.320 |
| Negative term | Coefficient | Docs | Mean present | Mean absent |
|---|---|---|---|---|
| ethnonym is | -0.9214 | 54 | 3.381 | 3.954 |
| the ethnonym is | -0.9143 | 53 | 3.381 | 3.941 |
| the ethnonym | -0.8323 | 58 | 3.514 | 3.824 |
| they | -0.8255 | 7 | 1.675 | 3.792 |
| ethnonym | -0.6886 | 59 | 3.511 | 3.836 |
| one of the | -0.5301 | 3 | 0.689 | 3.736 |
| one of | -0.5301 | 3 | 0.689 | 3.736 |
| from which | -0.4794 | 3 | 1.509 | 3.710 |
| as in | -0.4670 | 34 | 4.399 | 3.255 |
| island | -0.4261 | 14 | 3.360 | 3.690 |
| syria | -0.4136 | 3 | 0.604 | 3.738 |
| herodotus | -0.4108 | 8 | 2.367 | 3.755 |
| name of the | -0.3985 | 3 | 0.722 | 3.735 |
| name of | -0.3985 | 3 | 0.722 | 3.735 |
| either | -0.3888 | 3 | 1.319 | 3.716 |
| herodotus in | -0.3646 | 4 | 1.051 | 3.752 |
| states in | -0.3432 | 3 | 1.576 | 3.708 |
| and the | -0.3400 | 8 | 3.095 | 3.692 |
| book of | -0.3323 | 15 | 4.266 | 3.535 |
| polybios in book | -0.3322 | 4 | 1.182 | 3.747 |
Features: 335; ridge alpha: 4.125; cross-validated R^2: -0.022.
| Positive term | Coefficient | Docs | Mean present | Mean absent |
|---|---|---|---|---|
| there is | 1.4261 | 24 | 6.515 | 2.738 |
| there | 1.3728 | 34 | 6.027 | 2.417 |
| there is also | 1.3593 | 22 | 6.894 | 2.728 |
| the | 1.3236 | 90 | 3.852 | 1.772 |
| is with | 1.2551 | 4 | 13.646 | 3.227 |
| says | 1.2281 | 17 | 7.363 | 2.882 |
| and | 1.1802 | 52 | 4.790 | 2.403 |
| also | 1.1321 | 43 | 5.155 | 2.505 |
| is also | 1.1297 | 31 | 5.942 | 2.612 |
| used to be | 1.0691 | 6 | 13.285 | 3.029 |
| is also a | 1.0307 | 14 | 8.862 | 2.795 |
| to be called | 0.9945 | 5 | 14.145 | 3.092 |
| usage | 0.9862 | 4 | 10.721 | 3.349 |
| who | 0.9827 | 13 | 7.259 | 3.104 |
| to be | 0.9804 | 9 | 10.789 | 2.938 |
| also a | 0.9272 | 15 | 8.386 | 2.807 |
| diphthong | 0.8926 | 3 | 13.622 | 3.336 |
| on | 0.8708 | 16 | 5.827 | 3.228 |
| of | 0.8514 | 66 | 4.228 | 2.512 |
| their | 0.8295 | 3 | 20.872 | 3.111 |
| Negative term | Coefficient | Docs | Mean present | Mean absent |
|---|---|---|---|---|
| as in | -1.0458 | 29 | 3.480 | 3.711 |
| the ethnonym is | -0.8477 | 52 | 3.141 | 4.189 |
| ethnonym is | -0.8477 | 52 | 3.141 | 4.189 |
| the ethnonym | -0.7899 | 56 | 3.258 | 4.135 |
| ethnonym | -0.7380 | 57 | 3.370 | 4.007 |
| one of | -0.5979 | 5 | 1.489 | 3.758 |
| and the | -0.5951 | 15 | 2.607 | 3.827 |
| one of the | -0.5848 | 4 | 1.030 | 3.753 |
| they | -0.5381 | 12 | 4.111 | 3.581 |
| syria | -0.4956 | 3 | 0.604 | 3.738 |
| in syria | -0.4956 | 3 | 0.604 | 3.738 |
| which | -0.4938 | 20 | 3.693 | 3.632 |
| was from | -0.4936 | 4 | 1.342 | 3.740 |
| in book of | -0.4799 | 14 | 2.433 | 3.841 |
| the same | -0.4388 | 4 | 0.857 | 3.760 |
| same | -0.4388 | 4 | 0.857 | 3.760 |
| herodotos book | -0.4363 | 5 | 1.448 | 3.760 |
| name | -0.3923 | 7 | 2.170 | 3.755 |
| book | -0.3847 | 39 | 3.698 | 3.610 |
| that of the | -0.3594 | 3 | 0.722 | 3.735 |
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.