Generated: 2026-09-20 11:20:26 UTC
Profile version id: 2411
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 (2024-08-06) 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 | 0.922 |
| Intercept | 2.258 |
| R^2 | 0.983 |
| P-value | 5.91e-89 |
| Pearson r | 0.992 |
| Mean source words | 30.400 |
| Length fallback rows | 0 |
| Mean human words | 44.150 |
| Mean AI words | 42.960 |
| Mean absolute length residual | 3.176 |
| Mean absolute percent error | 6.9% |
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 | -0.339 | 0.115 | 0.0006 | -0.00193 | ok |
| chrF++ | 100 | significant negative | -0.367 | 0.134 | 0.0002 | -0.00138 | ok |
| METEOR | 100 | significant negative | -0.461 | 0.213 | 1.39e-06 | -0.00227 | ok |
| ROUGE-L | 100 | significant negative | -0.447 | 0.200 | 3.06e-06 | -0.00194 | ok |
| BERTScore | 100 | significant negative | -0.627 | 0.393 | 3.10e-12 | -0.00052 | ok |
| COMET | 100 | significant negative | -0.418 | 0.175 | 1.52e-05 | -0.00078 | ok |
| BLEURT | 100 | significant negative | -0.761 | 0.579 | 4.14e-20 | -0.00271 | ok |
| Trigram precision | 100 | significant negative | -0.324 | 0.105 | 0.0010 | -0.00223 | ok |
| Trigram recall | 100 | significant negative | -0.327 | 0.107 | 0.0009 | -0.00224 | ok |
| Trigram F1 | 100 | significant negative | -0.326 | 0.107 | 0.0009 | -0.00223 | ok |
| Trigram Jaccard | 100 | significant negative | -0.322 | 0.104 | 0.0011 | -0.00190 | ok |
| Mean BLEU-4 | 38.8% |
|---|---|
| Mean chrF++ | 64.8% |
| Mean METEOR | 70.8% |
| Mean ROUGE-L | 72.4% |
| Mean BERTScore | 95.3% |
| Mean COMET | 77.7% |
| Mean BLEURT | 71.1% |
| Legacy smoothed corpus BLEU | 38.4% |
| Unigram F1 | 73.0% |
| Bigram F1 | 45.7% |
| Trigram precision | 31.7% |
| Trigram recall | 30.8% |
| Trigram F1 | 31.2% |
| Trigram Jaccard | 18.5% |
| 4-gram F1 | 22.1% |
| Lemma ID | Headword | Human words | AI words | Residual | BLEU-4 | chrF++ | METEOR | ROUGE-L | BERTScore | COMET | BLEURT | Human | Run | Model |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 3288 | Κορώνεια | 110 | 120 | 16.332 | 25.4% | 57.4% | 61.2% | 61.5% | 90.7% | 74.8% | 57.6% | reviewed/approved | 12745 | gpt-4o-2024-08-06 |
| 2604 | Καρχηδών | 117 | 125 | 14.879 | 36.6% | 66.0% | 66.1% | 66.4% | 94.4% | 78.2% | 63.3% | reviewed/approved | 12697 | gpt-4o-2024-08-06 |
| 2055 | Καβασσός | 109 | 88 | -14.746 | 21.0% | 51.3% | 47.8% | 52.8% | 92.8% | 73.7% | 45.9% | reviewed/approved | 12538 | gpt-4o-2024-08-06 |
| 2056 | Καβειρία | 112 | 91 | -14.512 | 15.4% | 48.8% | 45.9% | 59.1% | 92.1% | 70.4% | 56.2% | reviewed/approved | 12541 | gpt-4o-2024-08-06 |
| 2465 | Κάνωπος | 83 | 91 | 12.224 | 37.5% | 67.8% | 83.6% | 75.9% | 94.8% | 75.1% | 65.4% | reviewed/approved | 12670 | gpt-4o-2024-08-06 |
| 2484 | Καρία | 270 | 239 | -12.174 | 23.1% | 52.6% | 43.1% | 56.6% | 89.1% | 75.9% | 40.0% | reviewed/approved | 12682 | gpt-4o-2024-08-06 |
| 2328 | Καλλίπολις | 43 | 54 | 12.100 | 37.9% | 63.8% | 72.3% | 66.0% | 93.6% | 75.5% | 64.9% | reviewed/approved | 12634 | gpt-4o-2024-08-06 |
| 2603 | Κάρυστος | 175 | 173 | 9.408 | 31.3% | 60.4% | 65.0% | 63.2% | 93.3% | 77.3% | 58.5% | reviewed/approved | 12694 | gpt-4o-2024-08-06 |
| 7248 | Κύρου πόλις | 32 | 40 | 8.241 | 24.4% | 65.9% | 78.1% | 72.2% | 94.5% | 77.0% | 78.9% | reviewed/approved | 12775 | gpt-4o-2024-08-06 |
| 2342 | Κάμιρος | 54 | 60 | 7.959 | 34.9% | 64.5% | 70.1% | 68.4% | 94.9% | 77.4% | 63.9% | reviewed/approved | 12658 | gpt-4o-2024-08-06 |
| 2609 | Κάσπειρος | 135 | 119 | -7.716 | 34.9% | 56.8% | 48.2% | 63.0% | 89.3% | 70.0% | 55.4% | reviewed/approved | 12706 | gpt-4o-2024-08-06 |
| 7255 | Κυτέριον | 22 | 29 | 6.460 | 39.1% | 68.2% | 67.5% | 70.6% | 96.1% | 77.8% | 75.3% | reviewed/approved | 12796 | gpt-4o-2024-08-06 |
| 7247 | Κύρνος | 50 | 42 | -6.353 | 28.1% | 58.1% | 67.1% | 67.4% | 95.3% | 77.8% | 72.9% | reviewed/approved | 12772 | gpt-4o-2024-08-06 |
| 2605 | Κάσιον | 56 | 60 | 6.115 | 46.9% | 69.6% | 73.5% | 70.7% | 95.8% | 76.1% | 69.8% | reviewed/approved | 12700 | gpt-4o-2024-08-06 |
| 7259 | Κύφος | 54 | 58 | 5.959 | 43.0% | 70.2% | 73.8% | 71.4% | 95.3% | 74.6% | 63.4% | reviewed/approved | 12808 | gpt-4o-2024-08-06 |
| 2116 | Κάληρος | 40 | 34 | -5.134 | 17.5% | 47.6% | 50.3% | 48.6% | 93.6% | 74.3% | 70.9% | reviewed/approved | 12613 | gpt-4o-2024-08-06 |
| 2470 | Καππαδοκία | 68 | 70 | 5.052 | 24.9% | 59.6% | 76.4% | 73.9% | 95.8% | 75.9% | 70.9% | reviewed/approved | 12676 | gpt-4o-2024-08-06 |
| 2329 | Κάλπη | 57 | 50 | -4.807 | 42.5% | 65.2% | 67.6% | 77.8% | 96.0% | 73.9% | 72.9% | reviewed/approved | 12637 | gpt-4o-2024-08-06 |
| 2326 | Καλλίαρος | 47 | 50 | 4.413 | 41.0% | 66.5% | 77.9% | 74.2% | 96.3% | 72.1% | 61.0% | reviewed/approved | 12628 | gpt-4o-2024-08-06 |
| 3530 | Κριώα | 26 | 22 | -4.227 | 37.5% | 63.4% | 69.6% | 75.0% | 95.4% | 76.0% | 71.8% | reviewed/approved | 12754 | gpt-4o-2024-08-06 |
| 7251 | Κύρτος | 66 | 59 | -4.104 | 24.4% | 49.8% | 74.1% | 70.4% | 91.7% | 68.6% | 55.8% | reviewed/approved | 12784 | gpt-4o-2024-08-06 |
| 2331 | Κάλυδνα | 43 | 46 | 4.100 | 37.5% | 66.0% | 80.5% | 83.1% | 95.2% | 78.7% | 73.6% | reviewed/approved | 12643 | gpt-4o-2024-08-06 |
| 2119 | Κάλλατις | 65 | 66 | 3.818 | 34.8% | 61.1% | 70.3% | 64.1% | 93.9% | 70.8% | 68.1% | reviewed/approved | 12622 | gpt-4o-2024-08-06 |
| 7267 | Κωνώπη | 64 | 65 | 3.740 | 44.8% | 68.7% | 68.5% | 72.9% | 96.1% | 77.1% | 73.1% | reviewed/approved | 12832 | gpt-4o-2024-08-06 |
| 7261 | Κύψελα | 34 | 30 | -3.603 | 51.9% | 71.4% | 78.9% | 78.1% | 97.6% | 80.6% | 75.0% | reviewed/approved | 12814 | gpt-4o-2024-08-06 |
| 2597 | Καρπασία | 112 | 102 | -3.512 | 30.5% | 61.7% | 53.5% | 65.4% | 94.9% | 76.1% | 58.4% | reviewed/approved | 12685 | gpt-4o-2024-08-06 |
| 2057 | Καβελλιών | 34 | 37 | 3.397 | 33.7% | 66.8% | 68.9% | 70.4% | 96.3% | 77.5% | 67.9% | reviewed/approved | 12544 | gpt-4o-2024-08-06 |
| 2325 | Καλλίαι | 24 | 21 | -3.383 | 37.0% | 65.6% | 75.9% | 80.0% | 96.8% | 79.7% | 74.9% | reviewed/approved | 12625 | gpt-4o-2024-08-06 |
| 2330 | Καλύβη | 24 | 21 | -3.383 | 41.4% | 62.9% | 64.1% | 80.0% | 96.4% | 79.8% | 77.2% | reviewed/approved | 12640 | gpt-4o-2024-08-06 |
| 2625 | Κατακεκαυμένη | 46 | 48 | 3.334 | 44.4% | 67.3% | 72.8% | 70.2% | 95.9% | 75.2% | 72.8% | reviewed/approved | 12724 | gpt-4o-2024-08-06 |
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: -0.063.
| Positive term | Coefficient | Docs | Mean present | Mean absent |
|---|---|---|---|---|
| πολις | 1.6084 | 68 | 0.438 | -0.932 |
| απο | 1.5751 | 27 | 2.162 | -0.800 |
| πολιτης | 1.4622 | 18 | 3.628 | -0.796 |
| δε και | 1.3892 | 8 | 3.863 | -0.336 |
| εν τη | 1.3860 | 7 | 4.502 | -0.339 |
| εστι δε και | 1.3377 | 3 | 10.437 | -0.323 |
| και | 1.2731 | 66 | 0.258 | -0.500 |
| δευτερα | 1.1446 | 3 | 9.068 | -0.280 |
| τριτη | 1.0545 | 3 | 8.740 | -0.270 |
| παιδος | 1.0496 | 4 | 5.026 | -0.209 |
| πολις προς | 0.9609 | 3 | 6.573 | -0.203 |
| ος | 0.9568 | 6 | 4.091 | -0.261 |
| και το | 0.9555 | 9 | 2.670 | -0.264 |
| πολιχνιον | 0.9290 | 3 | 6.224 | -0.193 |
| εστι δε | 0.9220 | 5 | 3.908 | -0.206 |
| τη | 0.8931 | 15 | 1.575 | -0.278 |
| στραβων | 0.8516 | 15 | 2.528 | -0.446 |
| κατα | 0.8511 | 10 | 2.188 | -0.243 |
| εις | 0.8317 | 7 | 2.758 | -0.208 |
| εκαλειτο δε | 0.7738 | 3 | 4.037 | -0.125 |
| Negative term | Coefficient | Docs | Mean present | Mean absent |
|---|---|---|---|---|
| το | -1.4595 | 70 | -0.257 | 0.599 |
| καππαδοκιας | -1.4306 | 3 | -6.114 | 0.189 |
| ως το | -1.2492 | 3 | -11.121 | 0.344 |
| τοπικα | -0.9570 | 3 | -6.156 | 0.190 |
| τα τοπικα | -0.9570 | 3 | -6.156 | 0.190 |
| εθνος | -0.9316 | 8 | -4.141 | 0.360 |
| γαρ | -0.9242 | 9 | -2.472 | 0.245 |
| παυσανιας | -0.9206 | 4 | -5.150 | 0.215 |
| οικητωρ | -0.8801 | 6 | -3.789 | 0.242 |
| λυκιας | -0.8759 | 3 | -5.994 | 0.185 |
| και του | -0.8416 | 4 | -4.759 | 0.198 |
| τε | -0.7573 | 5 | -0.510 | 0.027 |
| οτι | -0.7497 | 5 | -1.432 | 0.075 |
| ης | -0.6997 | 3 | -3.650 | 0.113 |
| ειναι | -0.6939 | 8 | -1.090 | 0.095 |
| φησιν | -0.6672 | 10 | -1.427 | 0.159 |
| θρακης | -0.6589 | 5 | -2.312 | 0.122 |
| πλησιον | -0.6347 | 8 | -0.663 | 0.058 |
| ελλανικος | -0.6259 | 4 | -6.505 | 0.271 |
| το θηλυκον | -0.6238 | 6 | -3.282 | 0.210 |
Features: 176; ridge alpha: 2.894; cross-validated R^2: 0.034.
| Positive term | Coefficient | Docs | Mean present | Mean absent |
|---|---|---|---|---|
| την | 2.2597 | 13 | 7.143 | 2.584 |
| και | 1.9154 | 66 | 3.800 | 1.965 |
| δε | 1.8012 | 46 | 4.483 | 2.064 |
| δυναται | 1.4208 | 3 | 12.513 | 2.888 |
| εκαλειτο | 1.4155 | 7 | 8.088 | 2.807 |
| παρα | 1.3562 | 7 | 7.716 | 2.835 |
| εν | 1.2660 | 37 | 4.511 | 2.392 |
| απο | 1.1965 | 27 | 5.416 | 2.348 |
| κατα | 1.1625 | 10 | 6.478 | 2.810 |
| βοιωτιας | 1.1500 | 3 | 10.664 | 2.945 |
| εκαλειτο δε | 1.1384 | 3 | 12.153 | 2.899 |
| εστι δε | 1.1365 | 5 | 9.713 | 2.832 |
| τριτη | 1.0364 | 3 | 10.215 | 2.959 |
| ως το | 1.0230 | 3 | 11.121 | 2.931 |
| εστι δε και | 0.9824 | 3 | 10.437 | 2.952 |
| πολις εν | 0.9821 | 5 | 7.608 | 2.943 |
| δευτερα | 0.9668 | 3 | 9.886 | 2.969 |
| δε και | 0.9662 | 8 | 7.460 | 2.804 |
| εστι | 0.9568 | 24 | 4.877 | 2.639 |
| της | 0.9335 | 35 | 4.593 | 2.414 |
| Negative term | Coefficient | Docs | Mean present | Mean absent |
|---|---|---|---|---|
| το εθνικον | -1.3854 | 56 | 2.820 | 3.630 |
| εθνικον | -1.3854 | 56 | 2.820 | 3.630 |
| δευτερω | -0.9747 | 3 | 0.435 | 3.261 |
| προς τη | -0.7795 | 4 | 1.691 | 3.238 |
| αυτην | -0.7533 | 9 | 2.573 | 3.236 |
| στραβων | -0.7316 | 15 | 3.371 | 3.142 |
| πλησιον | -0.6774 | 8 | 1.931 | 3.285 |
| των | -0.6265 | 17 | 4.085 | 2.990 |
| αυτην φησιν | -0.6034 | 3 | 1.348 | 3.233 |
| του | -0.5978 | 37 | 4.259 | 2.541 |
| ηροδοτος | -0.5916 | 9 | 3.296 | 3.165 |
| ην | -0.5703 | 13 | 3.199 | 3.173 |
| εξ | -0.5657 | 3 | 1.375 | 3.232 |
| τεταρτω | -0.5287 | 3 | 1.898 | 3.216 |
| κωμη | -0.5179 | 3 | 1.976 | 3.214 |
| μια | -0.4858 | 3 | 1.273 | 3.235 |
| ορος | -0.4823 | 6 | 3.323 | 3.167 |
| ως στραβων | -0.4587 | 4 | 2.061 | 3.223 |
| πορρω | -0.4399 | 3 | 0.836 | 3.249 |
| ου πορρω | -0.4399 | 3 | 0.836 | 3.249 |
Features: 335; ridge alpha: 2.894; cross-validated R^2: 0.027.
| Positive term | Coefficient | Docs | Mean present | Mean absent |
|---|---|---|---|---|
| and | 2.1526 | 55 | 4.160 | 1.975 |
| is a city | 2.0901 | 3 | 13.023 | 2.872 |
| of | 1.3254 | 85 | 3.365 | 2.108 |
| the | 1.0588 | 94 | 3.240 | 2.185 |
| according | 1.0319 | 7 | 7.276 | 2.868 |
| according to | 1.0319 | 7 | 7.276 | 2.868 |
| is | 0.9863 | 90 | 3.330 | 1.791 |
| is also a | 0.9637 | 16 | 6.103 | 2.619 |
| but | 0.9572 | 10 | 6.586 | 2.798 |
| also a | 0.9393 | 17 | 5.985 | 2.601 |
| is a | 0.9289 | 30 | 4.308 | 2.692 |
| from | 0.8774 | 37 | 4.481 | 2.410 |
| whom | 0.8770 | 5 | 7.272 | 2.961 |
| claims | 0.8652 | 3 | 6.420 | 3.076 |
| written | 0.8394 | 3 | 9.724 | 2.974 |
| written with | 0.8394 | 3 | 9.724 | 2.974 |
| was called | 0.8271 | 4 | 9.316 | 2.921 |
| places | 0.8105 | 5 | 8.235 | 2.910 |
| he | 0.7840 | 3 | 9.853 | 2.970 |
| also | 0.7790 | 43 | 4.451 | 2.215 |
| Negative term | Coefficient | Docs | Mean present | Mean absent |
|---|---|---|---|---|
| the ethnonym is | -1.2467 | 53 | 2.501 | 3.938 |
| the ethnonym | -1.1440 | 56 | 2.634 | 3.867 |
| ethnonym is | -1.0735 | 54 | 2.723 | 3.708 |
| as in | -1.0219 | 37 | 2.632 | 3.496 |
| near | -0.7802 | 18 | 2.280 | 3.373 |
| ethnonym | -0.7774 | 58 | 3.047 | 3.355 |
| there was | -0.6061 | 4 | 1.012 | 3.267 |
| because the | -0.5980 | 3 | 0.789 | 3.250 |
| it is | -0.5659 | 27 | 3.766 | 2.958 |
| with an | -0.4727 | 4 | 1.725 | 3.237 |
| strabo book | -0.4478 | 4 | 1.371 | 3.252 |
| the second book | -0.4430 | 3 | 0.435 | 3.261 |
| the second | -0.4430 | 3 | 0.435 | 3.261 |
| second book | -0.4430 | 3 | 0.435 | 3.261 |
| in the second | -0.4430 | 3 | 0.435 | 3.261 |
| another in | -0.4401 | 3 | 1.485 | 3.229 |
| from which | -0.4118 | 8 | 3.443 | 3.153 |
| strabo | -0.4024 | 15 | 3.371 | 3.142 |
| of his | -0.3989 | 15 | 2.743 | 3.253 |
| city and | -0.3987 | 3 | 1.335 | 3.233 |
Features: 335; ridge alpha: 4.125; cross-validated R^2: 0.031.
| Positive term | Coefficient | Docs | Mean present | Mean absent |
|---|---|---|---|---|
| the | 1.5494 | 90 | 3.380 | 1.344 |
| and | 1.4044 | 52 | 4.267 | 1.995 |
| of | 1.3702 | 66 | 3.894 | 1.784 |
| for | 1.1902 | 11 | 7.887 | 2.594 |
| also | 1.0140 | 43 | 4.511 | 2.170 |
| this | 0.8599 | 15 | 7.701 | 2.378 |
| all | 0.8076 | 3 | 12.049 | 2.902 |
| form | 0.7912 | 11 | 5.474 | 2.892 |
| there | 0.7855 | 34 | 4.787 | 2.347 |
| boiotia | 0.7467 | 3 | 10.664 | 2.945 |
| who | 0.7398 | 13 | 6.168 | 2.729 |
| from | 0.6997 | 37 | 4.241 | 2.551 |
| used to be | 0.6854 | 6 | 9.422 | 2.778 |
| is from | 0.6726 | 12 | 5.293 | 2.888 |
| used | 0.6687 | 8 | 8.891 | 2.680 |
| used to | 0.6687 | 8 | 8.891 | 2.680 |
| is a city | 0.6662 | 3 | 9.054 | 2.995 |
| kappadokia | 0.6225 | 4 | 5.849 | 3.065 |
| a | 0.6146 | 91 | 3.277 | 2.159 |
| is also | 0.6123 | 31 | 5.086 | 2.318 |
| Negative term | Coefficient | Docs | Mean present | Mean absent |
|---|---|---|---|---|
| the ethnonym is | -1.0078 | 52 | 2.453 | 3.961 |
| ethnonym is | -1.0078 | 52 | 2.453 | 3.961 |
| the ethnonym | -0.7666 | 56 | 2.881 | 3.553 |
| ethnonym | -0.6580 | 57 | 3.089 | 3.293 |
| as in | -0.6328 | 29 | 2.931 | 3.277 |
| name | -0.5667 | 7 | 1.322 | 3.316 |
| one of | -0.5159 | 5 | 0.882 | 3.297 |
| herodotos | -0.4446 | 9 | 3.296 | 3.165 |
| which | -0.4187 | 20 | 3.241 | 3.160 |
| one of the | -0.4168 | 4 | 0.995 | 3.267 |
| near | -0.4149 | 16 | 2.640 | 3.279 |
| herodotos book | -0.3884 | 5 | 2.190 | 3.228 |
| book | -0.3782 | 39 | 3.254 | 3.127 |
| city and | -0.3772 | 4 | 0.877 | 3.272 |
| a city and | -0.3772 | 4 | 0.877 | 3.272 |
| says that it | -0.3288 | 8 | 3.491 | 3.149 |
| an | -0.3195 | 22 | 3.590 | 3.060 |
| either | -0.3132 | 6 | 4.153 | 3.114 |
| with a | -0.3026 | 4 | 1.801 | 3.234 |
| was from | -0.2963 | 4 | 1.655 | 3.240 |
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.