Generated: 2026-07-25 12:53:25 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 | 0.922 |
| Intercept | 1.802 |
| R^2 | 0.988 |
| P-value | 1.29e-95 |
| Pearson r | 0.994 |
| Mean source words | 30.400 |
| Length fallback rows | 0 |
| Mean human words | 44.160 |
| Mean AI words | 42.500 |
| Mean absolute length residual | 2.701 |
| 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 | -0.394 | 0.155 | 4.94e-05 | -0.00270 | ok |
| chrF++ | 100 | significant negative | -0.462 | 0.213 | 1.31e-06 | -0.00197 | ok |
| METEOR | 100 | significant negative | -0.465 | 0.216 | 1.08e-06 | -0.00217 | ok |
| ROUGE-L | 100 | significant negative | -0.432 | 0.187 | 7.10e-06 | -0.00170 | 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 | -0.302 | 0.091 | 0.0023 | -0.00228 | ok |
| Trigram recall | 100 | significant negative | -0.322 | 0.104 | 0.0011 | -0.00242 | ok |
| Trigram F1 | 100 | significant negative | -0.312 | 0.098 | 0.0015 | -0.00234 | ok |
| Trigram Jaccard | 100 | significant negative | -0.321 | 0.103 | 0.0011 | -0.00233 | ok |
| Mean BLEU-4 | 48.1% |
|---|---|
| Mean chrF++ | 70.4% |
| Mean METEOR | 75.6% |
| Mean ROUGE-L | 76.0% |
| Mean BERTScore | N/A |
| Mean COMET | N/A |
| Mean BLEURT | N/A |
| Legacy smoothed corpus BLEU | 45.9% |
| Unigram F1 | 77.4% |
| Bigram F1 | 52.7% |
| Trigram precision | 40.0% |
| Trigram recall | 38.4% |
| 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 | 16.371 | 30.2% | 62.4% | 72.8% | 66.9% | N/A | N/A | N/A | reviewed/approved | 11498 | gpt-5.2-2025-12-11 |
| 2056 | Καβειρία | 112 | 91 | -14.021 | 33.2% | 60.7% | 60.3% | 68.0% | N/A | N/A | N/A | reviewed/approved | 11343 | gpt-5.2-2025-12-11 |
| 2484 | Καρία | 270 | 237 | -13.633 | 32.8% | 58.5% | 52.5% | 63.5% | N/A | N/A | N/A | reviewed/approved | 11483 | gpt-5.2-2025-12-11 |
| 2603 | Κάρυστος | 175 | 174 | 10.919 | 34.7% | 61.9% | 61.8% | 65.9% | N/A | N/A | N/A | reviewed/approved | 11495 | gpt-5.2-2025-12-11 |
| 3288 | Κορώνεια | 110 | 114 | 10.822 | 33.3% | 63.0% | 67.1% | 66.7% | N/A | N/A | N/A | reviewed/approved | 11546 | gpt-5.2-2025-12-11 |
| 2328 | Καλλίπολις | 43 | 50 | 8.569 | 40.8% | 63.1% | 68.6% | 66.7% | N/A | N/A | N/A | reviewed/approved | 11435 | gpt-5.2-2025-12-11 |
| 2342 | Κάμιρος | 54 | 59 | 7.432 | 41.5% | 68.3% | 76.8% | 70.8% | N/A | N/A | N/A | reviewed/approved | 11459 | gpt-5.2-2025-12-11 |
| 7251 | Κύρτος | 66 | 56 | -6.628 | 22.7% | 52.3% | 60.7% | 66.7% | N/A | N/A | N/A | reviewed/approved | 11583 | gpt-5.2-2025-12-11 |
| 2346 | Κάναι | 77 | 79 | 6.235 | 49.6% | 66.8% | 74.0% | 79.5% | N/A | N/A | N/A | reviewed/approved | 11465 | gpt-5.2-2025-12-11 |
| 7255 | Κυτέριον | 22 | 28 | 5.923 | 29.0% | 63.6% | 65.0% | 56.0% | N/A | N/A | N/A | reviewed/approved | 11595 | gpt-5.2-2025-12-11 |
| 2609 | Κάσπειρος | 135 | 132 | 5.782 | 53.0% | 70.5% | 70.9% | 71.2% | N/A | N/A | N/A | reviewed/approved | 11507 | gpt-5.2-2025-12-11 |
| 7254 | Κύτα | 84 | 74 | -5.216 | 43.9% | 64.2% | 63.1% | 72.2% | N/A | N/A | N/A | reviewed/approved | 11592 | gpt-5.2-2025-12-11 |
| 7264 | Κωλιάς | 61 | 53 | -5.020 | 33.9% | 59.0% | 56.1% | 66.1% | N/A | N/A | N/A | reviewed/approved | 11622 | gpt-5.2-2025-12-11 |
| 2332 | Καλυδών | 20 | 25 | 4.766 | 26.9% | 67.9% | 68.3% | 71.1% | N/A | N/A | N/A | reviewed/approved | 11447 | gpt-5.2-2025-12-11 |
| 2116 | Κάληρος | 40 | 34 | -4.666 | 32.7% | 63.0% | 71.0% | 67.6% | N/A | N/A | N/A | reviewed/approved | 11414 | gpt-5.2-2025-12-11 |
| 2605 | Κάσιον | 56 | 58 | 4.588 | 51.5% | 72.7% | 70.4% | 73.7% | N/A | N/A | N/A | reviewed/approved | 11501 | gpt-5.2-2025-12-11 |
| 7249 | Κύρρος | 45 | 39 | -4.274 | 30.5% | 55.3% | 61.8% | 69.0% | N/A | N/A | N/A | reviewed/approved | 11578 | gpt-5.2-2025-12-11 |
| 7260 | Κυχρεῖος πάγος | 61 | 62 | 3.980 | 44.8% | 70.3% | 73.6% | 66.7% | N/A | N/A | N/A | reviewed/approved | 11610 | gpt-5.2-2025-12-11 |
| 2083 | Καλαμένθη | 24 | 20 | -3.921 | 12.8% | 46.4% | 48.5% | 54.5% | N/A | N/A | N/A | reviewed/approved | 11393 | gpt-5.2-2025-12-11 |
| 2326 | Καλλίαρος | 47 | 49 | 3.883 | 53.5% | 73.3% | 86.5% | 83.3% | N/A | N/A | N/A | reviewed/approved | 11429 | gpt-5.2-2025-12-11 |
| 7247 | Κύρνος | 50 | 44 | -3.882 | 34.6% | 62.4% | 68.3% | 72.3% | N/A | N/A | N/A | reviewed/approved | 11572 | gpt-5.2-2025-12-11 |
| 2059 | Καδμεία | 20 | 24 | 3.766 | 36.3% | 73.2% | 82.7% | 81.8% | N/A | N/A | N/A | reviewed/approved | 11352 | gpt-5.2-2025-12-11 |
| 2079 | Καισάρεια | 39 | 34 | -3.745 | 47.9% | 70.2% | 79.8% | 84.9% | N/A | N/A | N/A | reviewed/approved | 11381 | gpt-5.2-2025-12-11 |
| 7253 | Κυρτώνιος | 18 | 22 | 3.609 | 41.4% | 71.4% | 77.4% | 70.0% | N/A | N/A | N/A | reviewed/approved | 11589 | gpt-5.2-2025-12-11 |
| 2345 | Κάναθα | 17 | 21 | 3.531 | 58.3% | 80.9% | 89.5% | 78.9% | N/A | N/A | N/A | reviewed/approved | 11462 | gpt-5.2-2025-12-11 |
| 2470 | Καππαδοκία | 68 | 68 | 3.529 | 16.3% | 53.5% | 82.3% | 76.5% | N/A | N/A | N/A | reviewed/approved | 11477 | gpt-5.2-2025-12-11 |
| 2054 | Καβαλίς | 65 | 65 | 3.294 | 55.0% | 70.7% | 73.1% | 75.4% | N/A | N/A | N/A | reviewed/approved | 11337 | gpt-5.2-2025-12-11 |
| 3496 | Κοτιάειον | 71 | 64 | -3.236 | 28.9% | 48.1% | 49.9% | 54.8% | N/A | N/A | N/A | reviewed/approved | 11549 | gpt-5.2-2025-12-11 |
| 2455 | Κάναστρον | 60 | 54 | -3.098 | 19.6% | 52.5% | 54.1% | 63.2% | N/A | N/A | N/A | reviewed/approved | 11468 | gpt-5.2-2025-12-11 |
| 2599 | Καρπήσιοι | 11 | 9 | -2.940 | 31.7% | 61.6% | 62.3% | 70.0% | N/A | N/A | N/A | reviewed/approved | 11489 | 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: -0.088.
| Positive term | Coefficient | Docs | Mean present | Mean absent |
|---|---|---|---|---|
| δε και | 0.0008 | 8 | 3.727 | -0.324 |
| πολις | 0.0008 | 68 | 0.527 | -1.119 |
| εστι δε και | 0.0007 | 3 | 9.587 | -0.297 |
| εν | 0.0006 | 37 | 0.954 | -0.560 |
| απο | 0.0006 | 27 | 0.938 | -0.347 |
| τη | 0.0006 | 15 | 1.587 | -0.280 |
| οι | 0.0005 | 11 | 3.217 | -0.398 |
| εν τη | 0.0005 | 7 | 2.829 | -0.213 |
| εκαλειτο δε | 0.0005 | 3 | 4.552 | -0.141 |
| πολιτης | 0.0005 | 18 | 2.268 | -0.498 |
| ου | 0.0004 | 14 | 1.134 | -0.185 |
| εστι δε | 0.0004 | 5 | 3.191 | -0.168 |
| τε | 0.0004 | 5 | 2.168 | -0.114 |
| παιδος | 0.0004 | 4 | 3.495 | -0.146 |
| πολις προς | 0.0004 | 3 | 5.719 | -0.177 |
| δευτερα | 0.0004 | 3 | 6.209 | -0.192 |
| εκληθη | 0.0004 | 4 | 5.494 | -0.229 |
| πολιχνιον | 0.0004 | 3 | 5.366 | -0.166 |
| ος | 0.0004 | 6 | 2.408 | -0.154 |
| δυναται | 0.0004 | 3 | 5.163 | -0.160 |
| Negative term | Coefficient | Docs | Mean present | Mean absent |
|---|---|---|---|---|
| εθνος | -0.0007 | 8 | -5.030 | 0.437 |
| το | -0.0006 | 70 | -0.100 | 0.232 |
| θρακης | -0.0004 | 5 | -2.046 | 0.108 |
| ης | -0.0004 | 3 | -4.843 | 0.150 |
| τινες | -0.0004 | 6 | -2.264 | 0.145 |
| μεν | -0.0004 | 4 | -8.213 | 0.342 |
| εστι και | -0.0004 | 20 | -0.446 | 0.111 |
| ως το | -0.0004 | 3 | -7.302 | 0.226 |
| οικητωρ | -0.0004 | 6 | -3.477 | 0.222 |
| πολις θρακης | -0.0004 | 4 | -1.783 | 0.074 |
| το θηλυκον | -0.0003 | 6 | -4.629 | 0.295 |
| γαρ | -0.0003 | 9 | -1.089 | 0.108 |
| χωρα | -0.0003 | 6 | -3.134 | 0.200 |
| καππαδοκιας | -0.0003 | 3 | -2.640 | 0.082 |
| τοπικα | -0.0003 | 3 | -3.013 | 0.093 |
| τα τοπικα | -0.0003 | 3 | -3.013 | 0.093 |
| οτι | -0.0003 | 5 | -1.553 | 0.082 |
| δια | -0.0003 | 16 | 0.717 | -0.137 |
| περι | -0.0003 | 11 | -1.523 | 0.188 |
| δια του | -0.0003 | 10 | -0.599 | 0.067 |
Features: 176; ridge alpha: 1.425; cross-validated R^2: 0.121.
| Positive term | Coefficient | Docs | Mean present | Mean absent |
|---|---|---|---|---|
| την | 2.5423 | 13 | 6.588 | 2.120 |
| δε και | 2.5105 | 8 | 8.071 | 2.234 |
| εκαλειτο δε | 2.3783 | 3 | 13.641 | 2.362 |
| εκαλειτο | 2.2653 | 7 | 7.233 | 2.360 |
| δε | 2.2152 | 46 | 3.806 | 1.759 |
| και | 2.0227 | 66 | 3.308 | 1.521 |
| απο | 1.9787 | 27 | 5.087 | 1.818 |
| εστι δε | 1.8372 | 5 | 8.800 | 2.380 |
| εστι δε και | 1.7493 | 3 | 9.587 | 2.488 |
| ης | 1.5668 | 3 | 7.354 | 2.557 |
| εκαλειτο δε και | 1.5531 | 3 | 13.641 | 2.362 |
| τω | 1.5160 | 16 | 4.423 | 2.373 |
| τη | 1.4971 | 15 | 4.737 | 2.341 |
| της | 1.4367 | 35 | 4.072 | 1.962 |
| παρα | 1.3310 | 7 | 6.480 | 2.416 |
| αφ | 1.3205 | 6 | 5.928 | 2.495 |
| εν τω | 1.2814 | 6 | 7.034 | 2.424 |
| βοιωτιας | 1.2721 | 3 | 9.053 | 2.504 |
| παρα το | 1.2404 | 3 | 6.373 | 2.587 |
| οι | 1.1979 | 11 | 5.121 | 2.401 |
| Negative term | Coefficient | Docs | Mean present | Mean absent |
|---|---|---|---|---|
| το εθνικον | -1.1770 | 56 | 2.650 | 2.766 |
| εθνικον | -1.1770 | 56 | 2.650 | 2.766 |
| κωμη | -1.1015 | 3 | 1.464 | 2.739 |
| τους | -1.0525 | 4 | 1.687 | 2.743 |
| νησος | -0.9918 | 9 | 1.464 | 2.823 |
| ειρηται | -0.9372 | 3 | 1.889 | 2.726 |
| πλησιον | -0.9329 | 8 | 2.081 | 2.755 |
| τον | -0.9085 | 10 | 2.706 | 2.700 |
| ειναι | -0.8748 | 8 | 2.042 | 2.758 |
| μια | -0.8645 | 3 | 1.040 | 2.752 |
| τεταρτω | -0.8634 | 3 | 1.084 | 2.751 |
| ποσειδωνος | -0.8315 | 3 | 2.242 | 2.715 |
| αυτην φησιν | -0.8238 | 3 | 0.863 | 2.757 |
| θεοπομπος | -0.8201 | 5 | 1.078 | 2.786 |
| του ποντου | -0.7888 | 3 | 0.679 | 2.763 |
| ποντου | -0.7888 | 3 | 0.679 | 2.763 |
| πορρω | -0.7825 | 3 | 0.039 | 2.783 |
| ου πορρω | -0.7825 | 3 | 0.039 | 2.783 |
| και το | -0.7247 | 9 | 3.573 | 2.614 |
| και νησος | -0.6814 | 3 | 1.156 | 2.748 |
Features: 305; ridge alpha: 4.125; cross-validated R^2: 0.012.
| Positive term | Coefficient | Docs | Mean present | Mean absent |
|---|---|---|---|---|
| also | 1.4521 | 43 | 3.608 | 2.016 |
| and | 1.2512 | 55 | 3.501 | 1.723 |
| the | 1.1233 | 91 | 2.825 | 1.441 |
| of | 1.0264 | 84 | 2.832 | 2.009 |
| was | 1.0063 | 18 | 4.891 | 2.220 |
| called | 0.8009 | 25 | 4.233 | 2.190 |
| was called | 0.7977 | 6 | 7.040 | 2.424 |
| are | 0.7889 | 20 | 4.985 | 2.130 |
| from | 0.7430 | 37 | 3.837 | 2.033 |
| by | 0.7239 | 15 | 4.782 | 2.333 |
| whom | 0.6820 | 5 | 6.360 | 2.508 |
| with | 0.6659 | 18 | 4.415 | 2.324 |
| boiotia | 0.6563 | 3 | 9.053 | 2.504 |
| who | 0.6012 | 9 | 5.825 | 2.392 |
| is | 0.5958 | 88 | 2.788 | 2.056 |
| after | 0.5954 | 15 | 4.934 | 2.307 |
| usage | 0.5636 | 4 | 6.713 | 2.533 |
| son | 0.5508 | 17 | 5.577 | 2.112 |
| son of | 0.5508 | 17 | 5.577 | 2.112 |
| this | 0.5362 | 7 | 6.514 | 2.414 |
| Negative term | Coefficient | Docs | Mean present | Mean absent |
|---|---|---|---|---|
| the ethnonym is | -0.6402 | 53 | 2.525 | 2.898 |
| the ethnonym | -0.6185 | 57 | 2.495 | 2.973 |
| as in | -0.5929 | 35 | 2.271 | 2.932 |
| ethnonym is | -0.5011 | 54 | 2.738 | 2.657 |
| ethnonym | -0.4856 | 58 | 2.694 | 2.710 |
| one | -0.4335 | 14 | 3.199 | 2.619 |
| island | -0.4092 | 14 | 1.949 | 2.823 |
| one of | -0.4050 | 4 | 1.138 | 2.766 |
| an island | -0.3688 | 10 | 1.494 | 2.835 |
| book of his | -0.3536 | 14 | 1.701 | 2.863 |
| been | -0.3522 | 4 | 1.231 | 2.762 |
| of his | -0.3332 | 15 | 1.853 | 2.850 |
| one of the | -0.3317 | 3 | 1.040 | 2.752 |
| an | -0.3232 | 26 | 2.324 | 2.833 |
| not far from | -0.3171 | 3 | 0.039 | 2.783 |
| not far | -0.3171 | 3 | 0.039 | 2.783 |
| far from | -0.3171 | 3 | 0.039 | 2.783 |
| far | -0.3171 | 3 | 0.039 | 2.783 |
| herodotus book | -0.3158 | 5 | 1.650 | 2.756 |
| book | -0.3038 | 39 | 2.598 | 2.767 |
Features: 336; ridge alpha: 2.894; cross-validated R^2: 0.042.
| Positive term | Coefficient | Docs | Mean present | Mean absent |
|---|---|---|---|---|
| the | 1.5347 | 90 | 2.855 | 1.313 |
| also | 1.2680 | 43 | 3.653 | 1.982 |
| and | 1.2224 | 52 | 3.583 | 1.745 |
| of | 0.9625 | 66 | 3.234 | 1.665 |
| are | 0.9269 | 25 | 4.272 | 2.177 |
| after | 0.9097 | 22 | 4.886 | 2.084 |
| this | 0.8840 | 15 | 6.334 | 2.059 |
| from the form | 0.8800 | 5 | 5.922 | 2.531 |
| used | 0.8224 | 8 | 8.081 | 2.233 |
| used to | 0.8224 | 8 | 8.081 | 2.233 |
| is with | 0.8213 | 4 | 8.094 | 2.476 |
| son | 0.8172 | 17 | 6.264 | 1.971 |
| son of | 0.8172 | 17 | 6.264 | 1.971 |
| his on | 0.7941 | 3 | 9.610 | 2.487 |
| boiotia | 0.7891 | 3 | 9.053 | 2.504 |
| usage | 0.7775 | 4 | 6.458 | 2.544 |
| their | 0.7741 | 3 | 13.641 | 2.362 |
| are also | 0.7512 | 4 | 6.937 | 2.524 |
| called | 0.7417 | 21 | 4.337 | 2.266 |
| to | 0.7359 | 31 | 3.698 | 2.252 |
| Negative term | Coefficient | Docs | Mean present | Mean absent |
|---|---|---|---|---|
| the ethnonym is | -0.9473 | 52 | 2.279 | 3.157 |
| ethnonym is | -0.9473 | 52 | 2.279 | 3.157 |
| as in | -0.8443 | 29 | 2.244 | 2.887 |
| an | -0.7780 | 22 | 1.898 | 2.927 |
| ethnonym | -0.7076 | 57 | 2.658 | 2.757 |
| the ethnonym | -0.6770 | 56 | 2.683 | 2.723 |
| and the | -0.5855 | 15 | 2.788 | 2.685 |
| one of | -0.5831 | 5 | 0.903 | 2.795 |
| it is | -0.5798 | 24 | 2.615 | 2.728 |
| one | -0.5476 | 12 | 2.134 | 2.778 |
| book | -0.5358 | 39 | 2.598 | 2.767 |
| is a | -0.4908 | 31 | 3.380 | 2.396 |
| one of the | -0.4779 | 4 | 1.118 | 2.767 |
| they | -0.4762 | 12 | 3.536 | 2.587 |
| herodotos book | -0.4524 | 5 | 1.650 | 2.756 |
| island | -0.4519 | 14 | 1.949 | 2.823 |
| in his asia | -0.3924 | 5 | 1.591 | 2.759 |
| his asia | -0.3924 | 5 | 1.591 | 2.759 |
| an island | -0.3742 | 9 | 1.551 | 2.814 |
| not far from | -0.3729 | 3 | 0.039 | 2.783 |
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.