Generated: 2026-07-25 12:52:30 UTC
Profile version id: 2417
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-4.1 (2025-04-14) 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 | 0.948 |
| Intercept | 1.757 |
| R^2 | 0.988 |
| P-value | 2.53e-95 |
| Pearson r | 0.994 |
| Mean source words | 30.400 |
| Length fallback rows | 0 |
| Mean human words | 44.160 |
| Mean AI words | 43.620 |
| Mean absolute length residual | 2.918 |
| Mean absolute percent error | 6.8% |
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 | -0.289 | 0.083 | 0.0036 | -0.00178 | ok |
| chrF++ | 100 | significant negative | -0.285 | 0.081 | 0.0041 | -0.00115 | ok |
| METEOR | 100 | significant negative | -0.367 | 0.135 | 0.0002 | -0.00188 | ok |
| ROUGE-L | 100 | significant negative | -0.384 | 0.148 | 7.91e-05 | -0.00172 | 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 | -0.272 | 0.074 | 0.0061 | -0.00197 | ok |
| Trigram recall | 100 | significant negative | -0.287 | 0.082 | 0.0038 | -0.00205 | ok |
| Trigram F1 | 100 | significant negative | -0.279 | 0.078 | 0.0049 | -0.00200 | ok |
| Trigram Jaccard | 100 | significant negative | -0.285 | 0.081 | 0.0040 | -0.00181 | ok |
| Mean BLEU-4 | 41.2% |
|---|---|
| Mean chrF++ | 66.0% |
| Mean METEOR | 72.4% |
| Mean ROUGE-L | 73.1% |
| Mean BERTScore | N/A |
| Mean COMET | N/A |
| Mean BLEURT | N/A |
| Legacy smoothed corpus BLEU | 42.4% |
| Unigram F1 | 75.1% |
| Bigram F1 | 48.4% |
| Trigram precision | 35.0% |
| Trigram recall | 34.6% |
| Trigram F1 | 34.8% |
| Trigram Jaccard | 21.1% |
| 4-gram F1 | 26.1% |
| Lemma ID | Headword | Human words | AI words | Residual | BLEU-4 | chrF++ | METEOR | ROUGE-L | BERTScore | COMET | BLEURT | Human | Run | Model |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2603 | Κάρυστος | 175 | 184 | 16.347 | 26.6% | 57.6% | 53.9% | 56.8% | N/A | N/A | N/A | reviewed/approved | 13294 | gpt-4.1-2025-04-14 |
| 2055 | Καβασσός | 109 | 92 | -13.087 | 21.8% | 56.4% | 60.6% | 59.7% | N/A | N/A | N/A | reviewed/approved | 13138 | gpt-4.1-2025-04-14 |
| 2604 | Καρχηδών | 117 | 125 | 12.330 | 35.5% | 64.7% | 69.8% | 70.0% | N/A | N/A | N/A | reviewed/approved | 13297 | gpt-4.1-2025-04-14 |
| 2342 | Κάμιρος | 54 | 65 | 12.052 | 45.1% | 72.4% | 67.7% | 70.6% | N/A | N/A | N/A | reviewed/approved | 13258 | gpt-4.1-2025-04-14 |
| 2484 | Καρία | 270 | 246 | -11.710 | 27.0% | 56.2% | 58.1% | 59.3% | N/A | N/A | N/A | reviewed/approved | 13282 | gpt-4.1-2025-04-14 |
| 3288 | Κορώνεια | 110 | 116 | 9.965 | 35.6% | 64.5% | 71.1% | 70.5% | N/A | N/A | N/A | reviewed/approved | 13345 | gpt-4.1-2025-04-14 |
| 3496 | Κοτιάειον | 71 | 61 | -8.064 | 30.4% | 50.2% | 58.1% | 56.1% | N/A | N/A | N/A | reviewed/approved | 13348 | gpt-4.1-2025-04-14 |
| 2346 | Κάναι | 77 | 82 | 7.249 | 46.6% | 65.8% | 79.3% | 79.2% | N/A | N/A | N/A | reviewed/approved | 13264 | gpt-4.1-2025-04-14 |
| 2115 | Καλὴ ἀκτή | 64 | 69 | 6.572 | 31.9% | 55.9% | 75.0% | 67.7% | N/A | N/A | N/A | reviewed/approved | 13210 | gpt-4.1-2025-04-14 |
| 2119 | Κάλλατις | 65 | 69 | 5.624 | 33.1% | 60.2% | 60.5% | 59.7% | N/A | N/A | N/A | reviewed/approved | 13222 | gpt-4.1-2025-04-14 |
| 2468 | Καπετώλιον | 138 | 127 | -5.578 | 14.4% | 43.1% | 43.5% | 47.5% | N/A | N/A | N/A | reviewed/approved | 13273 | gpt-4.1-2025-04-14 |
| 2328 | Καλλίπολις | 43 | 48 | 5.480 | 18.6% | 54.8% | 53.4% | 56.5% | N/A | N/A | N/A | reviewed/approved | 13234 | gpt-4.1-2025-04-14 |
| 7255 | Κυτέριον | 22 | 28 | 5.387 | 37.2% | 60.6% | 51.8% | 56.0% | N/A | N/A | N/A | reviewed/approved | 13396 | gpt-4.1-2025-04-14 |
| 7247 | Κύρνος | 50 | 44 | -5.156 | 36.5% | 59.5% | 67.0% | 61.7% | N/A | N/A | N/A | reviewed/approved | 13372 | gpt-4.1-2025-04-14 |
| 7259 | Κύφος | 54 | 58 | 5.052 | 45.3% | 71.3% | 78.5% | 76.8% | N/A | N/A | N/A | reviewed/approved | 13408 | gpt-4.1-2025-04-14 |
| 2626 | Κατάνη | 95 | 87 | -4.815 | 28.9% | 54.2% | 48.0% | 52.7% | N/A | N/A | N/A | reviewed/approved | 13330 | gpt-4.1-2025-04-14 |
| 7266 | Κώμη | 79 | 72 | -4.647 | 18.3% | 45.3% | 39.3% | 46.4% | N/A | N/A | N/A | reviewed/approved | 13429 | gpt-4.1-2025-04-14 |
| 2625 | Κατακεκαυμένη | 46 | 50 | 4.636 | 36.5% | 67.4% | 76.5% | 72.9% | N/A | N/A | N/A | reviewed/approved | 13324 | gpt-4.1-2025-04-14 |
| 2465 | Κάνωπος | 83 | 85 | 4.561 | 44.6% | 70.1% | 81.9% | 82.1% | N/A | N/A | N/A | reviewed/approved | 13270 | gpt-4.1-2025-04-14 |
| 2059 | Καδμεία | 20 | 25 | 4.283 | 25.0% | 55.3% | 71.7% | 75.6% | N/A | N/A | N/A | reviewed/approved | 13150 | gpt-4.1-2025-04-14 |
| 7253 | Κυρτώνιος | 18 | 23 | 4.179 | 9.1% | 52.9% | 64.8% | 58.5% | N/A | N/A | N/A | reviewed/approved | 13390 | gpt-4.1-2025-04-14 |
| 2597 | Καρπασία | 112 | 104 | -3.931 | 39.0% | 65.2% | 61.4% | 70.4% | N/A | N/A | N/A | reviewed/approved | 13285 | gpt-4.1-2025-04-14 |
| 2326 | Καλλίαρος | 47 | 50 | 3.688 | 46.0% | 68.6% | 83.4% | 78.4% | N/A | N/A | N/A | reviewed/approved | 13228 | gpt-4.1-2025-04-14 |
| 2062 | Κάθαια | 25 | 29 | 3.543 | 30.4% | 59.8% | 73.8% | 59.3% | N/A | N/A | N/A | reviewed/approved | 13162 | gpt-4.1-2025-04-14 |
| 2802 | Κάδρεμα | 24 | 21 | -3.509 | 41.2% | 61.4% | 68.0% | 71.1% | N/A | N/A | N/A | reviewed/approved | 13159 | gpt-4.1-2025-04-14 |
| 2330 | Καλύβη | 24 | 21 | -3.509 | 41.4% | 62.9% | 64.1% | 80.0% | N/A | N/A | N/A | reviewed/approved | 13240 | gpt-4.1-2025-04-14 |
| 7260 | Κυχρεῖος πάγος | 61 | 63 | 3.416 | 41.0% | 65.6% | 70.3% | 64.5% | N/A | N/A | N/A | reviewed/approved | 13411 | gpt-4.1-2025-04-14 |
| 7243 | Κύρη | 22 | 26 | 3.387 | 46.0% | 67.8% | 88.1% | 83.3% | N/A | N/A | N/A | reviewed/approved | 13360 | gpt-4.1-2025-04-14 |
| 7251 | Κύρτος | 66 | 61 | -3.324 | 15.1% | 47.8% | 58.7% | 59.8% | N/A | N/A | N/A | reviewed/approved | 13384 | gpt-4.1-2025-04-14 |
| 2599 | Καρπήσιοι | 11 | 9 | -3.185 | 4.8% | 27.7% | 13.9% | 30.0% | N/A | N/A | N/A | reviewed/approved | 13288 | gpt-4.1-2025-04-14 |
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: 2.894; cross-validated R^2: -0.060.
| Positive term | Coefficient | Docs | Mean present | Mean absent |
|---|---|---|---|---|
| δε και | 1.8012 | 8 | 3.653 | -0.318 |
| απο | 1.7083 | 27 | 1.606 | -0.594 |
| και | 1.5049 | 66 | 0.125 | -0.242 |
| παιδος | 1.5029 | 4 | 5.597 | -0.233 |
| τη | 1.4620 | 15 | 1.862 | -0.329 |
| εστι δε | 1.4098 | 5 | 4.883 | -0.257 |
| οι | 1.3512 | 11 | 3.329 | -0.412 |
| εν τη | 1.3396 | 7 | 3.604 | -0.271 |
| εκ | 1.2785 | 6 | 3.751 | -0.239 |
| πολιτης | 1.2442 | 18 | 2.609 | -0.573 |
| πολις | 1.2264 | 68 | 0.386 | -0.821 |
| εστι δε και | 1.2033 | 3 | 6.925 | -0.214 |
| εκαλειτο δε | 1.1749 | 3 | 5.655 | -0.175 |
| δυο | 1.1678 | 4 | 4.871 | -0.203 |
| ου | 1.1274 | 14 | 2.157 | -0.351 |
| πολιχνιον | 1.0979 | 3 | 6.117 | -0.189 |
| αφ | 1.0575 | 6 | 3.592 | -0.229 |
| της | 1.0513 | 35 | 0.259 | -0.139 |
| της χωρας | 0.9816 | 3 | 3.963 | -0.123 |
| χωρας | 0.9667 | 4 | 3.082 | -0.128 |
| Negative term | Coefficient | Docs | Mean present | Mean absent |
|---|---|---|---|---|
| καππαδοκιας | -1.6254 | 3 | -5.441 | 0.168 |
| γαρ | -1.5607 | 9 | -1.756 | 0.174 |
| οικητωρ | -1.4076 | 6 | -4.336 | 0.277 |
| περι | -1.3558 | 11 | -2.377 | 0.294 |
| το | -1.3098 | 70 | -0.297 | 0.692 |
| ειναι | -1.2544 | 8 | -2.273 | 0.198 |
| λυκιας | -1.2453 | 3 | -6.139 | 0.190 |
| τοπικα | -1.1274 | 3 | -6.025 | 0.186 |
| τα τοπικα | -1.1274 | 3 | -6.025 | 0.186 |
| εθνος | -1.1184 | 8 | -2.759 | 0.240 |
| ως το | -1.1056 | 3 | -6.447 | 0.199 |
| φησιν | -0.9116 | 10 | -2.007 | 0.223 |
| το θηλυκον | -0.8628 | 6 | -2.388 | 0.152 |
| οτι | -0.8591 | 5 | -2.076 | 0.109 |
| πλησιον | -0.8577 | 8 | -0.571 | 0.050 |
| και του | -0.8483 | 4 | -4.010 | 0.167 |
| δε | -0.8410 | 46 | 0.257 | -0.219 |
| μεταξυ | -0.8063 | 5 | -1.865 | 0.098 |
| ελλανικος | -0.7850 | 4 | -6.260 | 0.261 |
| δε απο | -0.7798 | 3 | -2.233 | 0.069 |
Features: 176; ridge alpha: 4.125; cross-validated R^2: 0.038.
| Positive term | Coefficient | Docs | Mean present | Mean absent |
|---|---|---|---|---|
| δε | 1.6803 | 46 | 3.863 | 2.112 |
| της | 1.2248 | 35 | 4.369 | 2.136 |
| απο | 1.1929 | 27 | 5.069 | 2.122 |
| και | 1.0580 | 66 | 3.513 | 1.763 |
| την | 1.0231 | 13 | 5.824 | 2.483 |
| εκαλειτο | 0.9170 | 7 | 8.306 | 2.512 |
| εκαλειτο δε | 0.9058 | 3 | 13.462 | 2.591 |
| γαρ | 0.9048 | 9 | 6.986 | 2.515 |
| δε και | 0.8921 | 8 | 7.643 | 2.507 |
| του | 0.8723 | 37 | 4.594 | 1.933 |
| δια | 0.8538 | 16 | 5.746 | 2.379 |
| εν | 0.8440 | 37 | 4.151 | 2.193 |
| δυναται | 0.7583 | 3 | 9.480 | 2.715 |
| ομηρος | 0.7162 | 3 | 8.886 | 2.733 |
| εκαλειτο δε και | 0.6723 | 3 | 13.462 | 2.591 |
| τω | 0.6535 | 16 | 4.360 | 2.643 |
| εστι | 0.6356 | 24 | 4.441 | 2.436 |
| περι | 0.6353 | 11 | 5.017 | 2.658 |
| εστι δε | 0.6254 | 5 | 6.664 | 2.720 |
| τη | 0.6212 | 15 | 4.386 | 2.658 |
| Negative term | Coefficient | Docs | Mean present | Mean absent |
|---|---|---|---|---|
| το εθνικον | -0.8422 | 56 | 2.703 | 3.190 |
| εθνικον | -0.8422 | 56 | 2.703 | 3.190 |
| ως | -0.6402 | 52 | 2.965 | 2.867 |
| εκαταιος ασια | -0.4144 | 5 | 1.078 | 3.014 |
| ασια | -0.4144 | 5 | 1.078 | 3.014 |
| παυσανιας | -0.4123 | 4 | 1.520 | 2.976 |
| μια | -0.3881 | 3 | 1.131 | 2.973 |
| φησι το | -0.3631 | 3 | 0.723 | 2.985 |
| πολις και | -0.3519 | 6 | 3.549 | 2.877 |
| ενατω | -0.3320 | 3 | 1.299 | 2.968 |
| αυτην | -0.3313 | 9 | 3.321 | 2.878 |
| του δε | -0.3304 | 3 | 1.823 | 2.951 |
| εξ | -0.3294 | 3 | 2.245 | 2.938 |
| εθνος | -0.3239 | 8 | 2.912 | 2.918 |
| προς τη | -0.3228 | 4 | 2.059 | 2.953 |
| δε οτι | -0.3176 | 3 | 1.239 | 2.970 |
| πλησιον | -0.3165 | 8 | 2.386 | 2.964 |
| πορρω | -0.3030 | 3 | 0.948 | 2.979 |
| ου πορρω | -0.3030 | 3 | 0.948 | 2.979 |
| ηροδοτος | -0.2965 | 9 | 2.825 | 2.927 |
Features: 325; ridge alpha: 4.125; cross-validated R^2: -0.030.
| Positive term | Coefficient | Docs | Mean present | Mean absent |
|---|---|---|---|---|
| the | 1.3721 | 91 | 3.048 | 1.598 |
| and | 1.0342 | 51 | 4.030 | 1.760 |
| from | 0.8210 | 37 | 4.618 | 1.919 |
| most | 0.8053 | 5 | 9.540 | 2.569 |
| that | 0.8022 | 12 | 6.330 | 2.452 |
| on | 0.7979 | 11 | 5.317 | 2.621 |
| by | 0.7404 | 20 | 5.160 | 2.357 |
| for | 0.6980 | 16 | 5.156 | 2.491 |
| of | 0.6865 | 83 | 3.049 | 2.277 |
| with | 0.6412 | 19 | 4.665 | 2.508 |
| was | 0.6318 | 18 | 4.990 | 2.463 |
| used | 0.5888 | 3 | 11.686 | 2.646 |
| at the | 0.5671 | 4 | 9.004 | 2.664 |
| at | 0.5575 | 7 | 7.094 | 2.603 |
| called | 0.5536 | 32 | 4.562 | 2.144 |
| renowned | 0.5416 | 3 | 9.732 | 2.707 |
| there | 0.5291 | 33 | 4.266 | 2.254 |
| son | 0.5290 | 18 | 5.513 | 2.348 |
| son of | 0.5290 | 18 | 5.513 | 2.348 |
| was called | 0.5229 | 4 | 7.877 | 2.711 |
| Negative term | Coefficient | Docs | Mean present | Mean absent |
|---|---|---|---|---|
| the ethnonym is | -0.7437 | 51 | 2.478 | 3.375 |
| ethnonym is | -0.7437 | 51 | 2.478 | 3.375 |
| as in | -0.6418 | 40 | 2.561 | 3.156 |
| the ethnonym | -0.5198 | 57 | 2.916 | 2.919 |
| ethnonym | -0.5198 | 57 | 2.916 | 2.919 |
| a city of | -0.4796 | 43 | 2.699 | 3.083 |
| city of | -0.4531 | 46 | 2.663 | 3.134 |
| but | -0.4109 | 17 | 3.060 | 2.888 |
| pausanias | -0.3898 | 4 | 1.520 | 2.976 |
| in book of | -0.3493 | 8 | 1.606 | 3.032 |
| book of | -0.3338 | 15 | 2.191 | 3.046 |
| book | -0.3169 | 39 | 3.008 | 2.860 |
| asia | -0.3132 | 6 | 1.386 | 3.015 |
| of his | -0.3119 | 15 | 2.253 | 3.035 |
| calls | -0.3106 | 5 | 1.576 | 2.988 |
| book of his | -0.3095 | 14 | 2.170 | 3.039 |
| calls it | -0.3032 | 4 | 1.524 | 2.976 |
| in his asia | -0.3005 | 5 | 1.078 | 3.014 |
| his asia | -0.3005 | 5 | 1.078 | 3.014 |
| in book | -0.2984 | 20 | 3.339 | 2.812 |
Features: 336; ridge alpha: 5.878; cross-validated R^2: -0.055.
| Positive term | Coefficient | Docs | Mean present | Mean absent |
|---|---|---|---|---|
| the | 0.9093 | 90 | 3.073 | 1.520 |
| there | 0.9078 | 34 | 4.667 | 2.017 |
| and | 0.7646 | 52 | 3.892 | 1.862 |
| of | 0.7469 | 66 | 3.478 | 1.830 |
| after | 0.6621 | 22 | 5.598 | 2.162 |
| with | 0.6038 | 16 | 5.247 | 2.474 |
| that | 0.5298 | 29 | 3.875 | 2.526 |
| when | 0.4840 | 7 | 6.747 | 2.629 |
| says | 0.4777 | 17 | 5.273 | 2.435 |
| on | 0.4656 | 16 | 4.439 | 2.628 |
| for | 0.4648 | 11 | 5.901 | 2.549 |
| who | 0.4526 | 13 | 5.848 | 2.480 |
| to be | 0.4450 | 9 | 7.829 | 2.432 |
| also | 0.4447 | 43 | 3.858 | 2.208 |
| used to be | 0.4334 | 6 | 9.490 | 2.498 |
| too | 0.4305 | 3 | 8.954 | 2.731 |
| is also | 0.4267 | 31 | 4.303 | 2.295 |
| this | 0.4123 | 15 | 6.491 | 2.287 |
| son | 0.4000 | 17 | 5.791 | 2.329 |
| son of | 0.4000 | 17 | 5.791 | 2.329 |
| Negative term | Coefficient | Docs | Mean present | Mean absent |
|---|---|---|---|---|
| as in | -0.5919 | 29 | 2.458 | 3.105 |
| the ethnonym is | -0.5663 | 52 | 2.468 | 3.404 |
| ethnonym is | -0.5663 | 52 | 2.468 | 3.404 |
| the ethnonym | -0.4707 | 56 | 2.750 | 3.131 |
| ethnonym | -0.3999 | 57 | 2.931 | 2.899 |
| as | -0.3107 | 60 | 2.946 | 2.875 |
| in book of | -0.2983 | 14 | 1.878 | 3.087 |
| but | -0.2739 | 12 | 2.470 | 2.979 |
| asia | -0.2654 | 6 | 1.386 | 3.015 |
| in his asia | -0.2625 | 5 | 1.078 | 3.014 |
| his asia | -0.2625 | 5 | 1.078 | 3.014 |
| and the | -0.2593 | 15 | 2.671 | 2.961 |
| or after | -0.2546 | 3 | 1.607 | 2.958 |
| in book | -0.2383 | 16 | 2.486 | 3.000 |
| a people | -0.2382 | 5 | 1.443 | 2.995 |
| one of | -0.2341 | 5 | 1.800 | 2.976 |
| pausanias book | -0.2289 | 3 | 1.191 | 2.971 |
| pausanias | -0.2236 | 4 | 1.520 | 2.976 |
| per | -0.2218 | 20 | 2.840 | 2.937 |
| as per | -0.2218 | 20 | 2.840 | 2.937 |
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.