Vocabulary Signatures

DB-backed vocabulary profiles over current public Greek source text. The current run uses the Meineke word-lemma index; printed-edition segment tests are exploratory controls and are not the hypothesized textual reduction units.

Current Run

3682indexed entries
100943tokens
42segments
13335feature rows
3687stored tests
42cluster rows

Run key: vocabulary-signatures-v1:meineke:lemma:w100. Completed: 2026-08-23 20:19:07.539996+10:00. Notes: run_daily_pipeline.sh word-lemma vocabulary signatures

Printed-Edition Control Profiles

Segment Letters Entries Tokens Types Hapax Entropy Top 10 Mass Zipf Slope
Printed volume 1 alpha-gamma 904 31176 6816 4582 6.309 35.3% -1.101
Printed volume 2 delta-iota 628 19450 4431 2713 6.213 34.1% -1.040
Printed volume 3 kappa-omicron 887 19761 4836 3373 6.176 35.4% -1.046
Printed volume 4 pi-upsilon 1000 21113 5317 3754 6.173 36.4% -1.086
Printed volume 5 phi-omega 242 8944 2294 1439 5.877 35.2% -1.040

Core Feature Rates

Segment Feature Count Per 1k Tokens Entry Count
Printed volume 1 γάρ 192 6.159 141
Printed volume 1 δέ 905 29.029 382
Printed volume 1 ἔθνος 137 4.394 123
Printed volume 1 εἰς 183 5.870 143
Printed volume 1 ἐκ 134 4.298 104
Printed volume 1 ἐν 577 18.508 347
Printed volume 1 καί 1923 61.682 524
Printed volume 1 πλησίον 40 1.283 38
Printed volume 1 πόλις 763 24.474 561
Printed volume 1 πρός 116 3.721 98
Printed volume 1 χώρα 108 3.464 95
Printed volume 2 γάρ 78 4.010 63
Printed volume 2 δέ 565 29.049 212
Printed volume 2 ἔθνος 86 4.422 83
Printed volume 2 εἰς 136 6.992 74
Printed volume 2 ἐκ 82 4.216 61
Printed volume 2 ἐν 397 20.411 198
Printed volume 2 καί 1214 62.416 336
Printed volume 2 πλησίον 30 1.542 28
Printed volume 2 πόλις 464 23.856 359
Printed volume 2 πρός 74 3.805 56
Printed volume 2 χώρα 63 3.239 50
Printed volume 3 γάρ 73 3.694 60
Printed volume 3 δέ 431 21.811 250
Printed volume 3 ἔθνος 80 4.048 78
Printed volume 3 εἰς 81 4.099 65
Printed volume 3 ἐκ 52 2.631 47
Printed volume 3 ἐν 363 18.370 270
Printed volume 3 καί 1291 65.331 480
Printed volume 3 πλησίον 39 1.974 39
Printed volume 3 πόλις 653 33.045 545
Printed volume 3 πρός 65 3.289 63
Printed volume 3 χώρα 86 4.352 79
Printed volume 4 γάρ 60 2.842 55
Printed volume 4 δέ 571 27.045 295
Printed volume 4 ἔθνος 111 5.257 105
Printed volume 4 εἰς 131 6.205 95
Printed volume 4 ἐκ 61 2.889 54
Printed volume 4 ἐν 373 17.667 274
Printed volume 4 καί 1337 63.326 513
Printed volume 4 πλησίον 39 1.847 38
Printed volume 4 πόλις 721 34.150 630
Printed volume 4 πρός 66 3.126 60
Printed volume 4 χώρα 80 3.789 74
Printed volume 5 γάρ 38 4.249 34
Printed volume 5 δέ 261 29.182 115
Printed volume 5 ἔθνος 29 3.242 25
Printed volume 5 εἰς 46 5.143 40
Printed volume 5 ἐκ 44 4.919 32
Printed volume 5 ἐν 238 26.610 128
Printed volume 5 καί 571 63.842 162
Printed volume 5 πλησίον 10 1.118 10
Printed volume 5 πόλις 228 25.492 147
Printed volume 5 πρός 41 4.584 35
Printed volume 5 χώρα 40 4.472 29

Stored Statistical Tests

For feature tests, positive log2 effects mean the named feature is more frequent in the focal segment. Adjusted p-values are Benjamini-Hochberg corrections within each test family.

Comparison Feature Method log2 Effect Statistic p BH p Notes
Printed-volume heterogeneity δωδωνη chi2_contingency_feature_vs_other_tokens - 146.686 0.0000 0.0000 Tests whether the feature rate differs across printed-edition volume groups.
Printed-volume heterogeneity δωροσ chi2_contingency_feature_vs_other_tokens - 142.537 0.0000 0.0000 Tests whether the feature rate differs across printed-edition volume groups.
Printed-volume heterogeneity εκαταιοσ chi2_contingency_feature_vs_other_tokens - 136.474 0.0000 0.0000 Tests whether the feature rate differs across printed-edition volume groups.
Printed volume 2 vs other printed-volume groups δωδωνη fisher_exact_feature_vs_other_tokens 6.003 79.273 0.0000 0.0000 Positive effect means the feature is more frequent in this printed-volume group than in the other indexed groups.
Printed volume 2 vs other printed-volume groups δωροσ fisher_exact_feature_vs_other_tokens 5.965 77.183 0.0000 0.0000 Positive effect means the feature is more frequent in this printed-volume group than in the other indexed groups.
Printed volume 3 vs other printed-volume groups εκαταιοσ fisher_exact_feature_vs_other_tokens 1.679 3.215 0.0000 0.0000 Positive effect means the feature is more frequent in this printed-volume group than in the other indexed groups.
Printed-volume heterogeneity χαλκισ chi2_contingency_feature_vs_other_tokens - 98.820 0.0000 0.0000 Tests whether the feature rate differs across printed-edition volume groups.
Printed-volume heterogeneity εθνικοσ chi2_contingency_feature_vs_other_tokens - 90.532 0.0000 0.0000 Tests whether the feature rate differs across printed-edition volume groups.
Printed-volume heterogeneity δωδωναιοσ chi2_contingency_feature_vs_other_tokens - 90.048 0.0000 0.0000 Tests whether the feature rate differs across printed-edition volume groups.
Printed volume 1 vs other printed-volume groups εκαταιοσ fisher_exact_feature_vs_other_tokens -1.872 0.269 0.0000 0.0000 Positive effect means the feature is more frequent in this printed-volume group than in the other indexed groups.
Printed-volume heterogeneity πόλις chi2_contingency_feature_vs_other_tokens - 75.864 0.0000 0.0000 Tests whether the feature rate differs across printed-edition volume groups.
Printed volume 2 vs other printed-volume groups δωδωναιοσ fisher_exact_feature_vs_other_tokens 6.028 95.889 0.0000 0.0000 Positive effect means the feature is more frequent in this printed-volume group than in the other indexed groups.
Printed-volume heterogeneity δωτιον chi2_contingency_feature_vs_other_tokens - 69.246 0.0000 0.0000 Tests whether the feature rate differs across printed-edition volume groups.
Printed-volume heterogeneity δωριευσ chi2_contingency_feature_vs_other_tokens - 68.168 0.0000 0.0000 Tests whether the feature rate differs across printed-edition volume groups.
Printed-volume heterogeneity δυμαιοσ chi2_contingency_feature_vs_other_tokens - 64.072 0.0000 0.0000 Tests whether the feature rate differs across printed-edition volume groups.
Printed-volume heterogeneity πολιτησ chi2_contingency_feature_vs_other_tokens - 62.978 0.0000 0.0000 Tests whether the feature rate differs across printed-edition volume groups.
Printed-volume heterogeneity ευρωπη chi2_contingency_feature_vs_other_tokens - 59.368 0.0000 0.0000 Tests whether the feature rate differs across printed-edition volume groups.
Printed-volume heterogeneity ωσ chi2_contingency_feature_vs_other_tokens - 55.892 0.0000 0.0000 Tests whether the feature rate differs across printed-edition volume groups.
Printed volume 2 vs other printed-volume groups δωτιον fisher_exact_feature_vs_other_tokens 5.682 75.024 0.0000 0.0000 Positive effect means the feature is more frequent in this printed-volume group than in the other indexed groups.
Printed volume 2 vs other printed-volume groups δωριευσ fisher_exact_feature_vs_other_tokens 3.766 14.294 0.0000 0.0000 Positive effect means the feature is more frequent in this printed-volume group than in the other indexed groups.
Printed-volume heterogeneity ουτε chi2_contingency_feature_vs_other_tokens - 52.535 0.0000 0.0000 Tests whether the feature rate differs across printed-edition volume groups.
Printed volume 5 vs other printed-volume groups χαλκισ fisher_exact_feature_vs_other_tokens 4.753 28.688 0.0000 0.0000 Positive effect means the feature is more frequent in this printed-volume group than in the other indexed groups.
Printed volume 2 vs other printed-volume groups δυμαιοσ fisher_exact_feature_vs_other_tokens 4.946 37.512 0.0000 0.0000 Positive effect means the feature is more frequent in this printed-volume group than in the other indexed groups.
Printed volume 4 vs other printed-volume groups πολιτησ fisher_exact_feature_vs_other_tokens 0.779 1.721 0.0000 0.0000 Positive effect means the feature is more frequent in this printed-volume group than in the other indexed groups.
Printed volume 4 vs other printed-volume groups εθνικοσ fisher_exact_feature_vs_other_tokens 0.453 1.378 0.0000 0.0000 Positive effect means the feature is more frequent in this printed-volume group than in the other indexed groups.
Printed-volume heterogeneity ασια chi2_contingency_feature_vs_other_tokens - 46.159 0.0000 0.0000 Tests whether the feature rate differs across printed-edition volume groups.
Printed volume 3 vs other printed-volume groups μέν fisher_exact_feature_vs_other_tokens -1.860 0.267 0.0000 0.0000 Positive effect means the feature is more frequent in this printed-volume group than in the other indexed groups.
Printed volume 1 vs other printed-volume groups ευρωπη fisher_exact_feature_vs_other_tokens -1.938 0.254 0.0000 0.0000 Positive effect means the feature is more frequent in this printed-volume group than in the other indexed groups.
Printed volume 2 vs other printed-volume groups ωσ fisher_exact_feature_vs_other_tokens -0.501 0.701 0.0000 0.0000 Positive effect means the feature is more frequent in this printed-volume group than in the other indexed groups.
Printed volume 2 vs other printed-volume groups ουτε fisher_exact_feature_vs_other_tokens 4.017 17.713 0.0000 0.0000 Positive effect means the feature is more frequent in this printed-volume group than in the other indexed groups.
Printed volume 4 vs other printed-volume groups πόλις fisher_exact_feature_vs_other_tokens 0.363 1.295 0.0000 0.0000 Positive effect means the feature is more frequent in this printed-volume group than in the other indexed groups.
Printed volume 3 vs other printed-volume groups ευρωπη fisher_exact_feature_vs_other_tokens 1.433 2.698 0.0000 0.0000 Positive effect means the feature is more frequent in this printed-volume group than in the other indexed groups.
Printed volume 1 vs other printed-volume groups ωσ fisher_exact_feature_vs_other_tokens 0.369 1.299 0.0000 0.0000 Positive effect means the feature is more frequent in this printed-volume group than in the other indexed groups.
Printed volume 3 vs other printed-volume groups ασια fisher_exact_feature_vs_other_tokens 1.544 2.913 0.0000 0.0000 Positive effect means the feature is more frequent in this printed-volume group than in the other indexed groups.
Printed volume 1 vs other printed-volume groups γάρ fisher_exact_feature_vs_other_tokens 0.778 1.718 0.0000 0.0000 Positive effect means the feature is more frequent in this printed-volume group than in the other indexed groups.
Printed-volume heterogeneity γάρ chi2_contingency_feature_vs_other_tokens - 36.756 0.0000 0.0000 Tests whether the feature rate differs across printed-edition volume groups.
Printed volume 3 vs other printed-volume groups δέ fisher_exact_feature_vs_other_tokens -0.386 0.759 0.0000 0.0000 Positive effect means the feature is more frequent in this printed-volume group than in the other indexed groups.
Printed volume 1 vs other printed-volume groups πολιτησ fisher_exact_feature_vs_other_tokens -0.672 0.624 0.0000 0.0000 Positive effect means the feature is more frequent in this printed-volume group than in the other indexed groups.
Printed-volume heterogeneity χαλκιδευσ chi2_contingency_feature_vs_other_tokens - 34.609 0.0000 0.0000 Tests whether the feature rate differs across printed-edition volume groups.
Printed-volume heterogeneity στραβων chi2_contingency_feature_vs_other_tokens - 34.504 0.0000 0.0000 Tests whether the feature rate differs across printed-edition volume groups.

Unsupervised Distance Checks

Jensen-Shannon distances compare selected vocabulary distributions; higher values indicate greater profile separation.

Comparison JSD
Printed volume 3 vs Printed volume 5 0.2251
Printed volume 2 vs Printed volume 5 0.2177
Printed volume 4 vs Printed volume 5 0.2098
Printed volume 1 vs Printed volume 5 0.1989
Printed volume 2 vs Printed volume 3 0.1987
Printed volume 2 vs Printed volume 4 0.1902
Printed volume 1 vs Printed volume 3 0.1767
Printed volume 3 vs Printed volume 4 0.1704
Printed volume 1 vs Printed volume 2 0.1644
Printed volume 1 vs Printed volume 4 0.1584

Sliding-Window Clustering

KMeans selected 2 clusters for sliding windows, silhouette 0.047. Treat this as a worklist generator, not proof of epitomiser identity.