Generated: 2026-09-20 11:21:30 UTC
Profile version id: 2332
First translation using this version: 2026-07-15
Total usable AI runs for this version: 100 runs across 100 lemmas
Created: 2026-07-15 12:28:27.643960+10:00
Active: True
Notes: Model timeline evaluation: GPT-5.2 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 | 0.921 |
| Intercept | 1.820 |
| R^2 | 0.988 |
| P-value | 1.12e-95 |
| Pearson r | 0.994 |
| Mean source words | 30.400 |
| Length fallback rows | 0 |
| Mean human words | 44.150 |
| Mean AI words | 42.500 |
| Mean absolute length residual | 2.694 |
| Mean absolute percent error | 6.7% |
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 | -0.401 | 0.161 | 3.53e-05 | -0.00274 | ok |
| chrF++ | 100 | significant negative | -0.470 | 0.221 | 8.23e-07 | -0.00200 | ok |
| METEOR | 100 | significant negative | -0.479 | 0.229 | 4.72e-07 | -0.00222 | ok |
| ROUGE-L | 100 | significant negative | -0.442 | 0.195 | 4.16e-06 | -0.00174 | ok |
| BERTScore | 100 | significant negative | -0.609 | 0.371 | 1.83e-11 | -0.00049 | ok |
| COMET | 100 | significant negative | -0.491 | 0.241 | 2.16e-07 | -0.00103 | ok |
| BLEURT | 100 | significant negative | -0.737 | 0.544 | 2.22e-18 | -0.00291 | ok |
| Trigram precision | 100 | significant negative | -0.309 | 0.096 | 0.0018 | -0.00232 | ok |
| Trigram recall | 100 | significant negative | -0.330 | 0.109 | 0.0008 | -0.00246 | ok |
| Trigram F1 | 100 | significant negative | -0.320 | 0.103 | 0.0012 | -0.00239 | ok |
| Trigram Jaccard | 100 | significant negative | -0.327 | 0.107 | 0.0009 | -0.00236 | ok |
| Mean BLEU-4 | 48.2% |
|---|---|
| Mean chrF++ | 70.5% |
| Mean METEOR | 75.7% |
| Mean ROUGE-L | 76.1% |
| Mean BERTScore | 96.0% |
| Mean COMET | 79.0% |
| Mean BLEURT | 74.3% |
| Legacy smoothed corpus BLEU | 45.9% |
| Unigram F1 | 77.4% |
| Bigram F1 | 52.7% |
| Trigram precision | 40.0% |
| Trigram recall | 38.5% |
| Trigram F1 | 39.2% |
| Trigram Jaccard | 24.4% |
| 4-gram F1 | 29.9% |
| Lemma ID | Headword | Human words | AI words | Residual | BLEU-4 | chrF++ | METEOR | ROUGE-L | BERTScore | COMET | BLEURT | Human | Run | Model |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2604 | Καρχηδών | 117 | 126 | 16.375 | 30.2% | 62.4% | 72.8% | 66.9% | 94.0% | 78.0% | 62.4% | reviewed/approved | 11498 | gpt-5.2-2025-12-11 |
| 2056 | Καβειρία | 112 | 91 | -14.018 | 33.2% | 60.7% | 60.3% | 68.0% | 94.3% | 73.2% | 55.5% | reviewed/approved | 11343 | gpt-5.2-2025-12-11 |
| 2484 | Καρία | 270 | 237 | -13.601 | 32.8% | 58.5% | 52.5% | 63.5% | 90.6% | 76.3% | 48.7% | reviewed/approved | 11483 | gpt-5.2-2025-12-11 |
| 2603 | Κάρυστος | 175 | 174 | 10.933 | 34.7% | 61.9% | 61.8% | 65.9% | 94.6% | 76.1% | 58.4% | reviewed/approved | 11495 | gpt-5.2-2025-12-11 |
| 3288 | Κορώνεια | 110 | 114 | 10.825 | 33.3% | 63.0% | 67.1% | 66.7% | 94.2% | 74.5% | 54.2% | reviewed/approved | 11546 | gpt-5.2-2025-12-11 |
| 2328 | Καλλίπολις | 43 | 50 | 8.560 | 40.8% | 63.1% | 68.6% | 66.7% | 94.1% | 76.1% | 67.8% | reviewed/approved | 11435 | gpt-5.2-2025-12-11 |
| 2342 | Κάμιρος | 54 | 59 | 7.424 | 41.5% | 68.3% | 76.8% | 70.8% | 95.2% | 79.0% | 67.3% | reviewed/approved | 11459 | gpt-5.2-2025-12-11 |
| 7251 | Κύρτος | 66 | 56 | -6.633 | 22.7% | 52.3% | 60.7% | 66.7% | 92.2% | 69.5% | 54.8% | reviewed/approved | 11583 | gpt-5.2-2025-12-11 |
| 2346 | Κάναι | 77 | 79 | 6.232 | 49.6% | 66.8% | 74.0% | 79.5% | 94.5% | 76.8% | 61.9% | reviewed/approved | 11465 | gpt-5.2-2025-12-11 |
| 7255 | Κυτέριον | 22 | 28 | 5.909 | 29.0% | 63.6% | 65.0% | 56.0% | 95.2% | 76.2% | 73.5% | reviewed/approved | 11595 | gpt-5.2-2025-12-11 |
| 2609 | Κάσπειρος | 135 | 132 | 5.790 | 53.0% | 70.5% | 70.9% | 71.2% | 91.4% | 72.6% | 65.3% | reviewed/approved | 11507 | gpt-5.2-2025-12-11 |
| 7254 | Κύτα | 84 | 74 | -5.218 | 43.9% | 64.2% | 63.1% | 73.4% | 94.1% | 74.0% | 60.3% | reviewed/approved | 11592 | gpt-5.2-2025-12-11 |
| 7264 | Κωλιάς | 61 | 53 | -5.026 | 33.9% | 59.0% | 56.1% | 66.1% | 94.5% | 72.0% | 58.2% | reviewed/approved | 11622 | gpt-5.2-2025-12-11 |
| 2332 | Καλυδών | 20 | 25 | 4.752 | 26.9% | 67.9% | 68.3% | 71.1% | 96.1% | 84.1% | 76.6% | reviewed/approved | 11447 | gpt-5.2-2025-12-11 |
| 2116 | Κάληρος | 40 | 34 | -4.676 | 32.7% | 63.0% | 71.0% | 67.6% | 94.5% | 77.9% | 73.8% | reviewed/approved | 11414 | gpt-5.2-2025-12-11 |
| 2605 | Κάσιον | 56 | 58 | 4.581 | 51.5% | 72.7% | 70.4% | 73.7% | 95.6% | 75.4% | 70.0% | reviewed/approved | 11501 | gpt-5.2-2025-12-11 |
| 7249 | Κύρρος | 45 | 39 | -4.283 | 30.5% | 55.3% | 61.8% | 69.0% | 94.0% | 69.8% | 58.9% | reviewed/approved | 11578 | gpt-5.2-2025-12-11 |
| 7260 | Κυχρεῖος πάγος | 61 | 62 | 3.974 | 44.8% | 70.3% | 73.6% | 66.7% | 96.3% | 78.5% | 64.4% | reviewed/approved | 11610 | gpt-5.2-2025-12-11 |
| 2083 | Καλαμένθη | 24 | 20 | -3.934 | 12.8% | 46.4% | 48.5% | 54.5% | 92.2% | 75.1% | 68.3% | reviewed/approved | 11393 | gpt-5.2-2025-12-11 |
| 7247 | Κύρνος | 50 | 44 | -3.890 | 34.6% | 62.4% | 68.3% | 72.3% | 96.4% | 76.1% | 79.2% | reviewed/approved | 11572 | gpt-5.2-2025-12-11 |
| 2326 | Καλλίαρος | 47 | 49 | 3.874 | 53.5% | 73.3% | 86.5% | 83.3% | 97.1% | 74.5% | 74.1% | reviewed/approved | 11429 | gpt-5.2-2025-12-11 |
| 2079 | Καισάρεια | 39 | 34 | -3.755 | 47.9% | 70.2% | 79.8% | 84.9% | 95.4% | 78.9% | 75.2% | reviewed/approved | 11381 | gpt-5.2-2025-12-11 |
| 2059 | Καδμεία | 20 | 24 | 3.752 | 36.3% | 73.2% | 82.7% | 81.8% | 96.6% | 84.2% | 80.9% | reviewed/approved | 11352 | gpt-5.2-2025-12-11 |
| 7253 | Κυρτώνιος | 18 | 22 | 3.595 | 41.4% | 71.4% | 77.4% | 70.0% | 97.1% | 82.7% | 81.0% | reviewed/approved | 11589 | gpt-5.2-2025-12-11 |
| 2470 | Καππαδοκία | 68 | 68 | 3.524 | 16.3% | 53.5% | 82.3% | 76.5% | 94.8% | 75.4% | 67.2% | reviewed/approved | 11477 | gpt-5.2-2025-12-11 |
| 2345 | Κάναθα | 17 | 21 | 3.516 | 58.3% | 80.9% | 89.5% | 78.9% | 96.8% | 86.3% | 67.0% | reviewed/approved | 11462 | gpt-5.2-2025-12-11 |
| 2054 | Καβαλίς | 65 | 65 | 3.289 | 55.0% | 70.7% | 73.1% | 75.4% | 95.6% | 76.2% | 69.9% | reviewed/approved | 11337 | gpt-5.2-2025-12-11 |
| 3496 | Κοτιάειον | 71 | 64 | -3.240 | 28.9% | 48.1% | 49.9% | 54.8% | 91.9% | 70.6% | 59.4% | reviewed/approved | 11549 | gpt-5.2-2025-12-11 |
| 2455 | Κάναστρον | 60 | 54 | -3.104 | 19.6% | 52.5% | 54.1% | 63.2% | 93.8% | 68.8% | 55.0% | reviewed/approved | 11468 | gpt-5.2-2025-12-11 |
| 2330 | Καλύβη | 24 | 21 | -2.934 | 46.8% | 65.9% | 64.1% | 80.0% | 96.8% | 80.4% | 79.5% | reviewed/approved | 11441 | gpt-5.2-2025-12-11 |
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: 10000.000; cross-validated R^2: -0.091.
| Positive term | Coefficient | Docs | Mean present | Mean absent |
|---|---|---|---|---|
| δε και | 0.0008 | 8 | 3.729 | -0.324 |
| πολις | 0.0007 | 68 | 0.518 | -1.102 |
| εστι δε και | 0.0007 | 3 | 9.587 | -0.296 |
| εν | 0.0006 | 37 | 0.948 | -0.557 |
| απο | 0.0006 | 27 | 0.936 | -0.346 |
| τη | 0.0006 | 15 | 1.583 | -0.279 |
| οι | 0.0005 | 11 | 3.213 | -0.397 |
| εκαλειτο δε | 0.0005 | 3 | 4.569 | -0.141 |
| εν τη | 0.0005 | 7 | 2.821 | -0.212 |
| πολιτης | 0.0004 | 18 | 2.261 | -0.496 |
| ου | 0.0004 | 14 | 1.131 | -0.184 |
| εστι δε | 0.0004 | 5 | 3.190 | -0.168 |
| τε | 0.0004 | 5 | 2.164 | -0.114 |
| παιδος | 0.0004 | 4 | 3.486 | -0.145 |
| πολις προς | 0.0004 | 3 | 5.715 | -0.177 |
| δευτερα | 0.0004 | 3 | 6.203 | -0.192 |
| εκληθη | 0.0004 | 4 | 5.492 | -0.229 |
| πολιχνιον | 0.0004 | 3 | 5.360 | -0.166 |
| ος | 0.0004 | 6 | 2.407 | -0.154 |
| δυναται | 0.0004 | 3 | 5.160 | -0.160 |
| Negative term | Coefficient | Docs | Mean present | Mean absent |
|---|---|---|---|---|
| το | -0.0006 | 70 | -0.107 | 0.251 |
| εθνος | -0.0006 | 8 | -4.919 | 0.428 |
| θρακης | -0.0004 | 5 | -2.058 | 0.108 |
| ης | -0.0004 | 3 | -4.850 | 0.150 |
| τινες | -0.0004 | 6 | -2.274 | 0.145 |
| μεν | -0.0004 | 4 | -8.207 | 0.342 |
| εστι και | -0.0004 | 20 | -0.449 | 0.112 |
| ως το | -0.0004 | 3 | -7.301 | 0.226 |
| οικητωρ | -0.0004 | 6 | -3.482 | 0.222 |
| πολις θρακης | -0.0004 | 4 | -1.796 | 0.075 |
| το θηλυκον | -0.0003 | 6 | -4.627 | 0.295 |
| χωρα | -0.0003 | 6 | -3.137 | 0.200 |
| γαρ | -0.0003 | 9 | -1.083 | 0.107 |
| καππαδοκιας | -0.0003 | 3 | -2.647 | 0.082 |
| τοπικα | -0.0003 | 3 | -3.019 | 0.093 |
| τα τοπικα | -0.0003 | 3 | -3.019 | 0.093 |
| οτι | -0.0003 | 5 | -1.557 | 0.082 |
| δια | -0.0003 | 16 | 0.716 | -0.136 |
| περι | -0.0003 | 11 | -1.526 | 0.189 |
| δια του | -0.0003 | 10 | -0.600 | 0.067 |
Features: 176; ridge alpha: 1.425; cross-validated R^2: 0.126.
| Positive term | Coefficient | Docs | Mean present | Mean absent |
|---|---|---|---|---|
| την | 2.5433 | 13 | 6.587 | 2.112 |
| δε και | 2.5105 | 8 | 8.067 | 2.227 |
| εκαλειτο δε | 2.3796 | 3 | 13.636 | 2.355 |
| εκαλειτο | 2.2781 | 7 | 7.234 | 2.352 |
| δε | 2.2249 | 46 | 3.806 | 1.747 |
| και | 2.0464 | 66 | 3.308 | 1.501 |
| απο | 1.9764 | 27 | 5.086 | 1.809 |
| εστι δε | 1.8417 | 5 | 8.798 | 2.373 |
| εστι δε και | 1.7524 | 3 | 9.587 | 2.481 |
| ης | 1.5689 | 3 | 7.351 | 2.550 |
| εκαλειτο δε και | 1.5535 | 3 | 13.636 | 2.355 |
| τω | 1.5187 | 16 | 4.420 | 2.365 |
| τη | 1.5023 | 15 | 4.736 | 2.333 |
| της | 1.4525 | 35 | 4.074 | 1.951 |
| παρα | 1.3313 | 7 | 6.471 | 2.410 |
| αφ | 1.3202 | 6 | 5.926 | 2.488 |
| εν τω | 1.2773 | 6 | 7.025 | 2.417 |
| βοιωτιας | 1.2703 | 3 | 9.048 | 2.497 |
| παρα το | 1.2415 | 3 | 6.367 | 2.580 |
| οι | 1.2034 | 11 | 5.120 | 2.394 |
| Negative term | Coefficient | Docs | Mean present | Mean absent |
|---|---|---|---|---|
| το εθνικον | -1.1592 | 56 | 2.651 | 2.749 |
| εθνικον | -1.1592 | 56 | 2.651 | 2.749 |
| κωμη | -1.0986 | 3 | 1.460 | 2.732 |
| τους | -1.0503 | 4 | 1.682 | 2.736 |
| νησος | -0.9865 | 9 | 1.466 | 2.815 |
| ειρηται | -0.9389 | 3 | 1.884 | 2.719 |
| πλησιον | -0.9162 | 8 | 2.080 | 2.747 |
| τον | -0.9025 | 10 | 2.707 | 2.692 |
| ειναι | -0.8736 | 8 | 2.037 | 2.751 |
| μια | -0.8542 | 3 | 1.034 | 2.745 |
| ποσειδωνος | -0.8253 | 3 | 2.244 | 2.708 |
| αυτην φησιν | -0.8230 | 3 | 0.858 | 2.751 |
| τεταρτω | -0.8146 | 3 | 1.093 | 2.743 |
| θεοπομπος | -0.8112 | 5 | 1.087 | 2.778 |
| του ποντου | -0.7747 | 3 | 0.680 | 2.756 |
| ποντου | -0.7747 | 3 | 0.680 | 2.756 |
| πορρω | -0.7647 | 3 | 0.045 | 2.776 |
| ου πορρω | -0.7647 | 3 | 0.045 | 2.776 |
| και το | -0.7238 | 9 | 3.574 | 2.607 |
| και νησος | -0.6845 | 3 | 1.161 | 2.741 |
Features: 305; ridge alpha: 4.125; cross-validated R^2: 0.017.
| Positive term | Coefficient | Docs | Mean present | Mean absent |
|---|---|---|---|---|
| also | 1.4592 | 43 | 3.606 | 2.006 |
| and | 1.2637 | 55 | 3.501 | 1.707 |
| the | 1.1202 | 91 | 2.817 | 1.452 |
| of | 1.0398 | 84 | 2.834 | 1.957 |
| was | 1.0098 | 18 | 4.890 | 2.212 |
| called | 0.8040 | 25 | 4.232 | 2.181 |
| was called | 0.7996 | 6 | 7.037 | 2.417 |
| are | 0.7934 | 20 | 4.983 | 2.122 |
| from | 0.7500 | 37 | 3.837 | 2.023 |
| by | 0.7303 | 15 | 4.787 | 2.324 |
| whom | 0.6827 | 5 | 6.361 | 2.501 |
| with | 0.6667 | 18 | 4.414 | 2.316 |
| boiotia | 0.6558 | 3 | 9.048 | 2.497 |
| is | 0.6074 | 88 | 2.790 | 1.990 |
| who | 0.6034 | 9 | 5.828 | 2.384 |
| after | 0.5954 | 15 | 4.929 | 2.299 |
| usage | 0.5609 | 4 | 6.697 | 2.527 |
| son | 0.5514 | 17 | 5.574 | 2.104 |
| son of | 0.5514 | 17 | 5.574 | 2.104 |
| this | 0.5407 | 7 | 6.524 | 2.406 |
| Negative term | Coefficient | Docs | Mean present | Mean absent |
|---|---|---|---|---|
| the ethnonym is | -0.6316 | 53 | 2.527 | 2.882 |
| the ethnonym | -0.6107 | 57 | 2.497 | 2.955 |
| as in | -0.5899 | 35 | 2.270 | 2.922 |
| ethnonym is | -0.4926 | 54 | 2.740 | 2.640 |
| ethnonym | -0.4779 | 58 | 2.695 | 2.692 |
| one | -0.4307 | 14 | 3.199 | 2.612 |
| one of | -0.4047 | 4 | 1.131 | 2.759 |
| island | -0.4028 | 14 | 1.952 | 2.815 |
| an | -0.3657 | 26 | 2.295 | 2.834 |
| an island | -0.3633 | 10 | 1.497 | 2.827 |
| been | -0.3503 | 4 | 1.232 | 2.755 |
| book of his | -0.3458 | 14 | 1.705 | 2.855 |
| one of the | -0.3320 | 3 | 1.034 | 2.745 |
| of his | -0.3256 | 15 | 1.856 | 2.842 |
| not far from | -0.3144 | 3 | 0.045 | 2.776 |
| not far | -0.3144 | 3 | 0.045 | 2.776 |
| far from | -0.3144 | 3 | 0.045 | 2.776 |
| far | -0.3144 | 3 | 0.045 | 2.776 |
| herodotus book | -0.3122 | 5 | 1.657 | 2.748 |
| came | -0.2978 | 4 | 1.255 | 2.754 |
Features: 335; ridge alpha: 2.894; cross-validated R^2: 0.047.
| Positive term | Coefficient | Docs | Mean present | Mean absent |
|---|---|---|---|---|
| the | 1.5385 | 90 | 2.846 | 1.324 |
| also | 1.2780 | 43 | 3.653 | 1.970 |
| and | 1.2383 | 52 | 3.582 | 1.731 |
| of | 0.9750 | 66 | 3.235 | 1.643 |
| are | 0.9298 | 25 | 4.270 | 2.168 |
| after | 0.9131 | 22 | 4.884 | 2.076 |
| this | 0.8913 | 15 | 6.335 | 2.051 |
| from the form | 0.8803 | 5 | 5.922 | 2.524 |
| used | 0.8257 | 8 | 8.082 | 2.225 |
| used to | 0.8257 | 8 | 8.082 | 2.225 |
| is with | 0.8249 | 4 | 8.089 | 2.469 |
| son | 0.8198 | 17 | 6.261 | 1.963 |
| son of | 0.8198 | 17 | 6.261 | 1.963 |
| his on | 0.7947 | 3 | 9.598 | 2.480 |
| boiotia | 0.7880 | 3 | 9.048 | 2.497 |
| usage | 0.7781 | 4 | 6.445 | 2.538 |
| their | 0.7746 | 3 | 13.636 | 2.355 |
| are also | 0.7553 | 4 | 6.934 | 2.517 |
| called | 0.7468 | 21 | 4.336 | 2.257 |
| to | 0.7420 | 31 | 3.699 | 2.242 |
| Negative term | Coefficient | Docs | Mean present | Mean absent |
|---|---|---|---|---|
| the ethnonym is | -0.9354 | 52 | 2.281 | 3.141 |
| ethnonym is | -0.9354 | 52 | 2.281 | 3.141 |
| as in | -0.8466 | 29 | 2.242 | 2.878 |
| an | -0.8298 | 22 | 1.861 | 2.929 |
| ethnonym | -0.6976 | 57 | 2.659 | 2.740 |
| the ethnonym | -0.6663 | 56 | 2.684 | 2.706 |
| one of | -0.5846 | 5 | 0.897 | 2.788 |
| and the | -0.5836 | 15 | 2.788 | 2.677 |
| it is | -0.5809 | 24 | 2.613 | 2.719 |
| one | -0.5438 | 12 | 2.131 | 2.771 |
| book | -0.5203 | 39 | 2.601 | 2.753 |
| is a | -0.4883 | 31 | 3.380 | 2.386 |
| one of the | -0.4785 | 4 | 1.114 | 2.760 |
| they | -0.4714 | 12 | 3.535 | 2.579 |
| herodotos book | -0.4477 | 5 | 1.657 | 2.748 |
| island | -0.4418 | 14 | 1.952 | 2.815 |
| in his asia | -0.3803 | 5 | 1.602 | 2.751 |
| his asia | -0.3803 | 5 | 1.602 | 2.751 |
| not far from | -0.3692 | 3 | 0.045 | 2.776 |
| not far | -0.3692 | 3 | 0.045 | 2.776 |
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.