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

3569indexed entries
98037tokens
41segments
12997feature rows
3651stored tests
41cluster rows

Run key: vocabulary-signatures-v1:meineke:lemma:w100. Completed: 2026-07-13 20:23:37.115495+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 900 31021 6798 4569 6.310 35.3% -1.101
Printed volume 2 delta-iota 575 18246 4203 2560 6.199 33.9% -1.042
Printed volume 3 kappa-omicron 874 19532 4784 3341 6.168 35.4% -1.046
Printed volume 4 pi-upsilon 965 20239 5148 3644 6.159 36.5% -1.089
Printed volume 5 phi-omega 234 8500 2217 1396 5.865 35.3% -1.031

Core Feature Rates

Segment Feature Count Per 1k Tokens Entry Count
Printed volume 1 γάρ 191 6.157 140
Printed volume 1 δέ 900 29.013 380
Printed volume 1 ἔθνος 135 4.352 122
Printed volume 1 εἰς 183 5.899 143
Printed volume 1 ἐκ 134 4.320 104
Printed volume 1 ἐν 573 18.471 345
Printed volume 1 καί 1912 61.636 521
Printed volume 1 πλησίον 40 1.289 38
Printed volume 1 πόλις 762 24.564 560
Printed volume 1 πρός 116 3.739 98
Printed volume 1 χώρα 107 3.449 94
Printed volume 2 γάρ 74 4.056 59
Printed volume 2 δέ 536 29.376 193
Printed volume 2 ἔθνος 79 4.330 77
Printed volume 2 εἰς 133 7.289 71
Printed volume 2 ἐκ 76 4.165 55
Printed volume 2 ἐν 379 20.772 182
Printed volume 2 καί 1148 62.918 306
Printed volume 2 πλησίον 28 1.535 26
Printed volume 2 πόλις 432 23.676 329
Printed volume 2 πρός 71 3.891 53
Printed volume 2 χώρα 63 3.453 50
Printed volume 3 γάρ 72 3.686 59
Printed volume 3 δέ 427 21.862 246
Printed volume 3 ἔθνος 78 3.993 76
Printed volume 3 εἰς 81 4.147 65
Printed volume 3 ἐκ 52 2.662 47
Printed volume 3 ἐν 357 18.278 266
Printed volume 3 καί 1279 65.482 474
Printed volume 3 πλησίον 39 1.997 39
Printed volume 3 πόλις 650 33.279 542
Printed volume 3 πρός 65 3.328 63
Printed volume 3 χώρα 84 4.301 77
Printed volume 4 γάρ 59 2.915 54
Printed volume 4 δέ 548 27.076 287
Printed volume 4 ἔθνος 107 5.287 102
Printed volume 4 εἰς 131 6.473 95
Printed volume 4 ἐκ 60 2.965 53
Printed volume 4 ἐν 346 17.096 261
Printed volume 4 καί 1285 63.491 492
Printed volume 4 πλησίον 38 1.878 37
Printed volume 4 πόλις 696 34.389 607
Printed volume 4 πρός 63 3.113 57
Printed volume 4 χώρα 73 3.607 68
Printed volume 5 γάρ 36 4.235 32
Printed volume 5 δέ 242 28.471 109
Printed volume 5 ἔθνος 24 2.824 21
Printed volume 5 εἰς 44 5.176 38
Printed volume 5 ἐκ 41 4.824 30
Printed volume 5 ἐν 227 26.706 123
Printed volume 5 καί 550 64.706 156
Printed volume 5 πλησίον 8 0.941 8
Printed volume 5 πόλις 220 25.882 143
Printed volume 5 πρός 41 4.824 35
Printed volume 5 χώρα 36 4.235 28

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 - 153.242 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 - 148.912 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 - 134.640 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 6.064 82.739 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 6.026 80.557 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 - 101.352 0.0000 0.0000 Tests whether the feature rate differs across printed-edition volume 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 δωδωναιοσ chi2_contingency_feature_vs_other_tokens - 94.053 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 - 91.889 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 -1.891 0.265 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 - 76.639 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 6.089 100.076 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 - 72.338 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 - 71.488 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 - 67.013 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 - 61.421 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 - 58.993 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 - 57.306 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 5.744 78.299 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 2 vs other printed-volume groups δωριευσ fisher_exact_feature_vs_other_tokens 3.827 14.918 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 - 54.975 0.0000 0.0000 Tests whether the feature rate differs across printed-edition volume groups.
Printed volume 2 vs other printed-volume groups δυμαιοσ fisher_exact_feature_vs_other_tokens 5.007 39.149 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 5 vs other printed-volume groups χαλκισ fisher_exact_feature_vs_other_tokens 4.787 29.377 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 -0.572 0.666 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 0.468 1.393 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 - 47.223 0.0000 0.0000 Tests whether the feature rate differs across printed-edition volume groups.
Printed volume 1 vs other printed-volume groups ευρωπη fisher_exact_feature_vs_other_tokens -1.948 0.252 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 4.079 18.486 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 μέν fisher_exact_feature_vs_other_tokens -1.850 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 4 vs other printed-volume groups πολιτησ fisher_exact_feature_vs_other_tokens 0.759 1.697 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 0.383 1.312 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 1.593 3.015 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 0.366 1.298 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 1.425 2.682 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 0.766 1.704 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 - 35.504 0.0000 0.0000 Tests whether the feature rate differs across printed-edition volume groups.
Printed volume 1 vs other printed-volume groups πολιτησ fisher_exact_feature_vs_other_tokens -0.675 0.623 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 τε chi2_contingency_feature_vs_other_tokens - 34.950 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 - 34.668 0.0000 0.0000 Tests whether the feature rate differs across printed-edition volume groups.
Printed-volume heterogeneity γάρ chi2_contingency_feature_vs_other_tokens - 34.621 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 0.2262
Printed volume 2 vs Printed volume 5 0.2212
Printed volume 4 vs Printed volume 5 0.2122
Printed volume 2 vs Printed volume 3 0.2039
Printed volume 1 vs Printed volume 5 0.2011
Printed volume 2 vs Printed volume 4 0.1973
Printed volume 1 vs Printed volume 3 0.1773
Printed volume 3 vs Printed volume 4 0.1743
Printed volume 1 vs Printed volume 2 0.1706
Printed volume 1 vs Printed volume 4 0.1595

Sliding-Window Clustering

KMeans selected 2 clusters for sliding windows, silhouette 0.037. Treat this as a worklist generator, not proof of epitomiser identity.