Generated: 2026-07-25 12:53:33 UTC
Profile version id: 2335
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-5.3 Chat 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 | 0.889 |
| Intercept | 3.029 |
| R^2 | 0.984 |
| P-value | 5.01e-90 |
| Pearson r | 0.992 |
| Mean source words | 30.400 |
| Length fallback rows | 0 |
| Mean human words | 44.160 |
| Mean AI words | 42.280 |
| Mean absolute length residual | 3.182 |
| Mean absolute percent error | 7.1% |
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 | -0.391 | 0.152 | 5.90e-05 | -0.00247 | ok |
| chrF++ | 100 | significant negative | -0.431 | 0.186 | 7.63e-06 | -0.00171 | ok |
| METEOR | 100 | significant negative | -0.453 | 0.205 | 2.18e-06 | -0.00206 | ok |
| ROUGE-L | 100 | significant negative | -0.403 | 0.162 | 3.29e-05 | -0.00164 | 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 | -0.316 | 0.100 | 0.0014 | -0.00220 | ok |
| Trigram recall | 100 | significant negative | -0.346 | 0.120 | 0.0004 | -0.00238 | ok |
| Trigram F1 | 100 | significant negative | -0.332 | 0.110 | 0.0007 | -0.00229 | ok |
| Trigram Jaccard | 100 | significant negative | -0.336 | 0.113 | 0.0006 | -0.00219 | ok |
| Mean BLEU-4 | 48.1% |
|---|---|
| Mean chrF++ | 69.8% |
| Mean METEOR | 75.2% |
| Mean ROUGE-L | 76.2% |
| Mean BERTScore | N/A |
| Mean COMET | N/A |
| Mean BLEURT | N/A |
| Legacy smoothed corpus BLEU | 46.4% |
| Unigram F1 | 77.1% |
| Bigram F1 | 53.4% |
| Trigram precision | 40.8% |
| Trigram recall | 39.0% |
| Trigram F1 | 39.9% |
| Trigram Jaccard | 24.9% |
| 4-gram F1 | 30.7% |
| Lemma ID | Headword | Human words | AI words | Residual | BLEU-4 | chrF++ | METEOR | ROUGE-L | BERTScore | COMET | BLEURT | Human | Run | Model |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2484 | Καρία | 270 | 225 | -18.015 | 29.8% | 56.4% | 53.0% | 63.4% | N/A | N/A | N/A | reviewed/approved | 11184 | gpt-5.3-chat-latest |
| 2604 | Καρχηδών | 117 | 121 | 13.977 | 36.7% | 66.7% | 66.4% | 65.0% | N/A | N/A | N/A | reviewed/approved | 11199 | gpt-5.3-chat-latest |
| 2603 | Κάρυστος | 175 | 172 | 13.425 | 47.1% | 68.3% | 69.1% | 70.3% | N/A | N/A | N/A | reviewed/approved | 11195 | gpt-5.3-chat-latest |
| 2468 | Καπετώλιον | 138 | 115 | -10.688 | 11.6% | 41.9% | 50.3% | 53.8% | N/A | N/A | N/A | reviewed/approved | 11175 | gpt-5.3-chat-latest |
| 7267 | Κωνώπη | 64 | 70 | 10.086 | 53.5% | 70.3% | 69.7% | 68.7% | N/A | N/A | N/A | reviewed/approved | 11332 | gpt-5.3-chat-latest |
| 2342 | Κάμιρος | 54 | 61 | 9.974 | 43.4% | 72.0% | 77.0% | 76.5% | N/A | N/A | N/A | reviewed/approved | 11155 | gpt-5.3-chat-latest |
| 2056 | Καβειρία | 112 | 93 | -9.579 | 23.3% | 56.2% | 55.5% | 68.3% | N/A | N/A | N/A | reviewed/approved | 11040 | gpt-5.3-chat-latest |
| 2328 | Καλλίπολις | 43 | 49 | 7.751 | 45.0% | 66.3% | 68.8% | 69.6% | N/A | N/A | N/A | reviewed/approved | 11132 | gpt-5.3-chat-latest |
| 2470 | Καππαδοκία | 68 | 71 | 7.530 | 17.1% | 56.2% | 84.9% | 79.1% | N/A | N/A | N/A | reviewed/approved | 11178 | gpt-5.3-chat-latest |
| 7254 | Κύτα | 84 | 85 | 7.309 | 41.9% | 66.0% | 63.1% | 68.6% | N/A | N/A | N/A | reviewed/approved | 11295 | gpt-5.3-chat-latest |
| 2465 | Κάνωπος | 83 | 84 | 7.198 | 53.5% | 70.9% | 83.4% | 83.8% | N/A | N/A | N/A | reviewed/approved | 11169 | gpt-5.3-chat-latest |
| 7255 | Κυτέριον | 22 | 29 | 6.417 | 29.5% | 65.8% | 58.1% | 62.7% | N/A | N/A | N/A | reviewed/approved | 11297 | gpt-5.3-chat-latest |
| 2609 | Κάσπειρος | 135 | 129 | 5.978 | 48.3% | 69.7% | 63.6% | 74.2% | N/A | N/A | N/A | reviewed/approved | 11206 | gpt-5.3-chat-latest |
| 7260 | Κυχρεῖος πάγος | 61 | 63 | 5.752 | 46.7% | 67.2% | 77.2% | 69.4% | N/A | N/A | N/A | reviewed/approved | 11315 | gpt-5.3-chat-latest |
| 2331 | Κάλυδνα | 43 | 47 | 5.751 | 59.9% | 82.1% | 88.0% | 86.7% | N/A | N/A | N/A | reviewed/approved | 11142 | gpt-5.3-chat-latest |
| 2116 | Κάληρος | 40 | 33 | -5.582 | 20.7% | 51.6% | 55.0% | 54.8% | N/A | N/A | N/A | reviewed/approved | 11112 | gpt-5.3-chat-latest |
| 2083 | Καλαμένθη | 24 | 19 | -5.361 | 46.8% | 64.0% | 59.6% | 74.4% | N/A | N/A | N/A | reviewed/approved | 11089 | gpt-5.3-chat-latest |
| 2455 | Κάναστρον | 60 | 51 | -5.359 | 29.6% | 61.2% | 57.1% | 66.7% | N/A | N/A | N/A | reviewed/approved | 11166 | gpt-5.3-chat-latest |
| 7264 | Κωλιάς | 61 | 53 | -4.248 | 33.4% | 58.9% | 61.3% | 70.2% | N/A | N/A | N/A | reviewed/approved | 11326 | gpt-5.3-chat-latest |
| 2115 | Καλὴ ἀκτή | 64 | 64 | 4.086 | 34.6% | 54.1% | 64.9% | 65.6% | N/A | N/A | N/A | reviewed/approved | 11109 | gpt-5.3-chat-latest |
| 7244 | Κυρήνη | 54 | 55 | 3.974 | 29.0% | 60.1% | 57.9% | 56.9% | N/A | N/A | N/A | reviewed/approved | 11262 | gpt-5.3-chat-latest |
| 2599 | Καρπήσιοι | 11 | 9 | -3.806 | 28.2% | 52.6% | 58.8% | 60.0% | N/A | N/A | N/A | reviewed/approved | 11191 | gpt-5.3-chat-latest |
| 7246 | Κύρις | 20 | 17 | -3.806 | 69.5% | 80.1% | 83.3% | 86.5% | N/A | N/A | N/A | reviewed/approved | 11268 | gpt-5.3-chat-latest |
| 7266 | Κώμη | 79 | 77 | 3.753 | 19.1% | 44.0% | 37.9% | 42.3% | N/A | N/A | N/A | reviewed/approved | 11330 | gpt-5.3-chat-latest |
| 2079 | Καισάρεια | 39 | 34 | -3.694 | 47.9% | 70.2% | 79.8% | 84.9% | N/A | N/A | N/A | reviewed/approved | 11078 | gpt-5.3-chat-latest |
| 2622 | Καστωλοῦ πεδίον | 42 | 44 | 3.640 | 54.9% | 73.6% | 84.8% | 83.7% | N/A | N/A | N/A | reviewed/approved | 11215 | gpt-5.3-chat-latest |
| 2346 | Κάναι | 77 | 75 | 3.531 | 60.7% | 73.3% | 82.7% | 85.5% | N/A | N/A | N/A | reviewed/approved | 11161 | gpt-5.3-chat-latest |
| 7247 | Κύρνος | 50 | 44 | -3.471 | 34.1% | 62.4% | 73.3% | 68.1% | N/A | N/A | N/A | reviewed/approved | 11272 | gpt-5.3-chat-latest |
| 2330 | Καλύβη | 24 | 21 | -3.361 | 44.3% | 63.1% | 58.1% | 75.6% | N/A | N/A | N/A | reviewed/approved | 11138 | gpt-5.3-chat-latest |
| 2628 | Καταονία | 24 | 21 | -3.361 | 34.8% | 64.6% | 75.8% | 75.6% | N/A | N/A | N/A | reviewed/approved | 11235 | gpt-5.3-chat-latest |
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: 5.878; cross-validated R^2: -0.169.
| Positive term | Coefficient | Docs | Mean present | Mean absent |
|---|---|---|---|---|
| και | 1.6563 | 66 | 0.378 | -0.734 |
| απο | 1.0263 | 27 | 1.704 | -0.630 |
| δε και | 0.9976 | 8 | 2.407 | -0.209 |
| οι | 0.9793 | 11 | 3.641 | -0.450 |
| λεγεται | 0.8560 | 9 | 3.408 | -0.337 |
| τε | 0.8282 | 5 | 4.153 | -0.219 |
| λεγεται και | 0.8098 | 8 | 3.490 | -0.304 |
| τους | 0.8065 | 4 | 2.751 | -0.115 |
| ος | 0.7840 | 6 | 3.624 | -0.231 |
| τη | 0.7576 | 15 | 1.590 | -0.281 |
| πολις | 0.7340 | 68 | 0.665 | -1.413 |
| εστι δε και | 0.6926 | 3 | 6.309 | -0.195 |
| εκληθη | 0.6714 | 4 | 6.503 | -0.271 |
| εν τη | 0.6192 | 7 | 2.751 | -0.207 |
| ου | 0.5959 | 14 | 1.793 | -0.292 |
| πολιτης | 0.5903 | 18 | 2.381 | -0.523 |
| εστι δε | 0.5851 | 5 | 2.687 | -0.141 |
| εκαλειτο δε | 0.5574 | 3 | 3.129 | -0.097 |
| παιδος | 0.5554 | 4 | 4.251 | -0.177 |
| των | 0.5406 | 17 | 1.518 | -0.311 |
| Negative term | Coefficient | Docs | Mean present | Mean absent |
|---|---|---|---|---|
| το | -0.9008 | 70 | 0.098 | -0.228 |
| του | -0.8235 | 37 | 0.497 | -0.292 |
| γαρ | -0.8038 | 9 | -0.035 | 0.003 |
| εθνος | -0.7220 | 8 | -3.803 | 0.331 |
| θρακης | -0.6568 | 5 | -2.805 | 0.148 |
| τινες | -0.6035 | 6 | -2.582 | 0.165 |
| φησιν | -0.5631 | 10 | -1.924 | 0.214 |
| καππαδοκιας | -0.5370 | 3 | -2.989 | 0.092 |
| μεν | -0.5128 | 4 | -7.078 | 0.295 |
| το εθνικον | -0.4568 | 56 | -0.388 | 0.493 |
| εθνικον | -0.4568 | 56 | -0.388 | 0.493 |
| δια | -0.4513 | 16 | 0.955 | -0.182 |
| ποταμου | -0.4385 | 3 | -1.175 | 0.036 |
| πολις θρακης | -0.4360 | 4 | -2.167 | 0.090 |
| μεταξυ | -0.4329 | 5 | -1.448 | 0.076 |
| θεοπομπος | -0.4116 | 5 | -1.960 | 0.103 |
| τις | -0.4060 | 3 | -1.767 | 0.055 |
| δεκατω | -0.4050 | 3 | -2.433 | 0.075 |
| ζευς | -0.4047 | 3 | -8.391 | 0.260 |
| οικητωρ | -0.3861 | 6 | -3.007 | 0.192 |
Features: 176; ridge alpha: 4.125; cross-validated R^2: -0.277.
| Positive term | Coefficient | Docs | Mean present | Mean absent |
|---|---|---|---|---|
| και | 2.2114 | 66 | 3.823 | 1.938 |
| δε | 1.3878 | 46 | 4.359 | 2.180 |
| γαρ | 1.3749 | 9 | 7.713 | 2.734 |
| δια | 1.3267 | 16 | 6.222 | 2.603 |
| την | 1.2734 | 13 | 7.844 | 2.486 |
| τη | 1.0000 | 15 | 5.550 | 2.764 |
| εκαλειτο δε | 0.9927 | 3 | 15.139 | 2.813 |
| εκαλειτο | 0.9802 | 7 | 8.043 | 2.817 |
| δια του | 0.9309 | 10 | 6.894 | 2.770 |
| εστι | 0.8797 | 24 | 5.123 | 2.570 |
| δε και | 0.8687 | 8 | 7.834 | 2.778 |
| εις | 0.8531 | 7 | 8.821 | 2.758 |
| λεγεται και | 0.8507 | 8 | 8.445 | 2.725 |
| ος | 0.8328 | 6 | 7.899 | 2.881 |
| απο | 0.8268 | 27 | 5.213 | 2.431 |
| λεγεται | 0.7773 | 9 | 7.812 | 2.724 |
| εκαλειτο δε και | 0.7231 | 3 | 15.139 | 2.813 |
| τα | 0.6904 | 12 | 6.647 | 2.710 |
| τω | 0.6698 | 16 | 5.086 | 2.820 |
| το θηλυκον | 0.6421 | 6 | 7.618 | 2.899 |
| Negative term | Coefficient | Docs | Mean present | Mean absent |
|---|---|---|---|---|
| πολιτης | -0.5090 | 18 | 3.414 | 3.131 |
| πολις | -0.5027 | 68 | 3.360 | 2.804 |
| δευτερω | -0.5008 | 3 | 0.935 | 3.252 |
| προς | -0.5006 | 15 | 3.036 | 3.208 |
| ως | -0.4989 | 52 | 3.379 | 2.969 |
| εκ | -0.4850 | 6 | 2.241 | 3.242 |
| αιγυπτου | -0.4745 | 3 | 1.307 | 3.240 |
| μια | -0.4703 | 3 | 1.268 | 3.242 |
| πολις και | -0.4608 | 6 | 3.575 | 3.157 |
| τον | -0.4285 | 10 | 3.394 | 3.159 |
| στραβων | -0.4173 | 15 | 3.499 | 3.126 |
| ουδετερως | -0.3957 | 3 | 1.193 | 3.244 |
| το εθνικον | -0.3892 | 56 | 3.474 | 2.811 |
| εθνικον | -0.3892 | 56 | 3.474 | 2.811 |
| τοπικα | -0.3693 | 3 | 2.340 | 3.208 |
| τα τοπικα | -0.3693 | 3 | 2.340 | 3.208 |
| του δε | -0.3669 | 3 | 1.324 | 3.240 |
| πλησιον | -0.3565 | 8 | 2.466 | 3.245 |
| προς τη | -0.3110 | 4 | 2.514 | 3.210 |
| οικητωρ | -0.2810 | 6 | 4.878 | 3.074 |
Features: 321; ridge alpha: 2.894; cross-validated R^2: -0.237.
| Positive term | Coefficient | Docs | Mean present | Mean absent |
|---|---|---|---|---|
| and | 2.0576 | 56 | 3.986 | 2.159 |
| the | 1.8853 | 91 | 3.282 | 2.170 |
| also | 1.5771 | 47 | 4.480 | 2.031 |
| was | 1.4442 | 19 | 5.347 | 2.675 |
| with | 1.3060 | 17 | 5.338 | 2.741 |
| for | 1.3054 | 13 | 6.246 | 2.725 |
| there | 1.1227 | 32 | 5.033 | 2.312 |
| is also | 1.1175 | 29 | 4.860 | 2.497 |
| diphthong | 0.9118 | 3 | 10.427 | 2.958 |
| on | 0.9116 | 14 | 5.150 | 2.862 |
| by | 0.8809 | 13 | 5.951 | 2.769 |
| there is | 0.8587 | 25 | 5.063 | 2.555 |
| it is also | 0.8522 | 8 | 8.334 | 2.734 |
| also said | 0.8448 | 4 | 12.181 | 2.807 |
| is also said | 0.8448 | 4 | 12.181 | 2.807 |
| was called | 0.8043 | 5 | 8.130 | 2.922 |
| after | 0.7745 | 15 | 5.890 | 2.704 |
| said | 0.7457 | 5 | 10.495 | 2.797 |
| there is also | 0.7404 | 22 | 4.821 | 2.720 |
| he | 0.7387 | 4 | 9.707 | 2.910 |
| Negative term | Coefficient | Docs | Mean present | Mean absent |
|---|---|---|---|---|
| is a | -0.7631 | 28 | 3.474 | 3.069 |
| a | -0.6456 | 90 | 3.301 | 2.111 |
| a city | -0.6360 | 66 | 3.361 | 2.835 |
| which the | -0.5926 | 5 | 1.427 | 3.275 |
| one of | -0.5708 | 4 | 1.207 | 3.265 |
| the ethnonym is | -0.5285 | 52 | 3.184 | 3.181 |
| ethnonym is | -0.5285 | 52 | 3.184 | 3.181 |
| of egypt | -0.5158 | 3 | 1.307 | 3.240 |
| egypt | -0.5158 | 3 | 1.307 | 3.240 |
| city | -0.4913 | 68 | 3.360 | 2.804 |
| strabo book | -0.4666 | 10 | 2.545 | 3.253 |
| one of the | -0.4582 | 3 | 1.268 | 3.242 |
| island | -0.4535 | 14 | 2.924 | 3.224 |
| as in | -0.4441 | 38 | 3.274 | 3.126 |
| the ethnonym | -0.4326 | 58 | 3.392 | 2.892 |
| ethnonym | -0.4326 | 58 | 3.392 | 2.892 |
| one | -0.4158 | 10 | 2.706 | 3.235 |
| an | -0.4090 | 26 | 2.926 | 3.273 |
| book | -0.4087 | 41 | 3.268 | 3.123 |
| city and | -0.3806 | 4 | 1.944 | 3.234 |
Features: 336; ridge alpha: 2.031; cross-validated R^2: -0.152.
| Positive term | Coefficient | Docs | Mean present | Mean absent |
|---|---|---|---|---|
| the | 2.4037 | 90 | 3.316 | 1.984 |
| with | 2.0590 | 16 | 5.309 | 2.777 |
| and | 1.8280 | 52 | 4.097 | 2.191 |
| on | 1.8255 | 16 | 5.288 | 2.781 |
| also | 1.5119 | 43 | 4.382 | 2.277 |
| is with | 1.3715 | 4 | 11.177 | 2.849 |
| to | 1.3199 | 31 | 4.766 | 2.471 |
| too | 1.1793 | 3 | 9.901 | 2.975 |
| there | 1.1537 | 34 | 4.671 | 2.415 |
| when | 1.1376 | 7 | 8.423 | 2.788 |
| also said | 1.1161 | 6 | 10.001 | 2.747 |
| said | 1.1161 | 6 | 10.001 | 2.747 |
| is also | 1.0743 | 31 | 4.746 | 2.480 |
| usage | 1.0619 | 4 | 7.496 | 3.003 |
| their | 0.9904 | 3 | 15.139 | 2.813 |
| forms | 0.9761 | 4 | 11.453 | 2.838 |
| who | 0.9105 | 13 | 5.525 | 2.832 |
| used to be | 0.9032 | 6 | 9.101 | 2.805 |
| he | 0.8942 | 3 | 10.358 | 2.960 |
| into | 0.8926 | 3 | 7.718 | 3.042 |
| Negative term | Coefficient | Docs | Mean present | Mean absent |
|---|---|---|---|---|
| as in | -1.3724 | 29 | 2.671 | 3.391 |
| one | -0.8050 | 12 | 3.110 | 3.192 |
| the ethnonym is | -0.7099 | 52 | 3.132 | 3.237 |
| ethnonym is | -0.7099 | 52 | 3.132 | 3.237 |
| egypt | -0.7039 | 3 | 1.307 | 3.240 |
| is a | -0.6960 | 31 | 3.675 | 2.961 |
| territory | -0.6804 | 5 | 1.373 | 3.278 |
| one of | -0.6321 | 5 | 1.571 | 3.267 |
| a city | -0.6265 | 64 | 3.405 | 2.787 |
| city in | -0.6173 | 41 | 3.381 | 3.044 |
| a city in | -0.6055 | 40 | 3.386 | 3.047 |
| in the | -0.5849 | 25 | 3.738 | 2.997 |
| city | -0.5799 | 70 | 3.363 | 2.761 |
| one of the | -0.5635 | 4 | 1.568 | 3.250 |
| a | -0.5455 | 91 | 3.224 | 2.756 |
| herodotos book | -0.5435 | 5 | 2.118 | 3.238 |
| strabo | -0.5395 | 15 | 3.499 | 3.126 |
| was from | -0.5293 | 4 | 2.125 | 3.226 |
| name | -0.5245 | 7 | 3.288 | 3.174 |
| an | -0.5038 | 22 | 3.050 | 3.220 |
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.