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NuBerea OT Textual Analysis

Old Testament textual analysis bundle: reader apparatus, full critical apparatus, witness manuscript catalog, verse-level witness texts and alignments, syntax graph index, and Vulgate Vorlage apparatus. Based on the Westminster Leningrad Codex and Biblia Hebraica apparatus.

Configs

Config Rows Columns Description
reader_apparatus 2,817 5 OT reader apparatus, SBLGNT-style: one note per variation unit with WLC word-span anchors (inline_anchor.wlc_span); SP (von Gall) units, DSS variants, LXX/known watches, SP transposition watches (⸉)
apparatus_full 2,817 22 Complete critical apparatus for OT witnesses: all variant note types, mirror categories, and full witness attestation details
witness_catalog 122 14 Registry of OT manuscript witnesses: source family, type, textual tradition, and geographic provenance
witness_verse_texts 7,217 22 Per-verse reconstructed text for each OT manuscript witness with attestation kind and textual confidence
witness_verse_alignment 7,217 8 Per-verse alignment records: attestation presence flags and deviation type from WLC base text
witness_apparatus_links 2,817 11 Cross-reference table linking OT witness readings to their apparatus entries by verse
witnesses_public 122 9 Public-facing OT witness registry: sigla, formal names, and source family assignments
syntax_graph_index 1,904 8 Index of MACULA Hebrew syntax trees by sentence: dot and render file paths for visualization
vulgate_vorlage_apparatus 27 5 Simplified Vulgate Vorlage apparatus: cases where Jerome's Hebrew source differed from WLC, in reader-note format
vulgate_vorlage_apparatus_full 27 22 Full Vulgate Vorlage apparatus with categorized divergence types, confidence ratings, and all mirror-category fields
vulgate_vorlage_registry 1 7 Summary registry of Vulgate Vorlage analysis: hotspot count, divergence type distribution, and confidence tier breakdown

Staged verse-level LXX configs (computed locally, NOT YET PUBLISHED)

The LXX analyzers already compute four per-verse findings from HF upstream, but the published apparatus only retains them as coarser span/point watch rollups inside apparatus_full / reader_apparatus. Per the granularity rule these verse-grain rows are emitted alongside the rollups (never replacing them); every row carries match_grain='verse' + an osisRef anchor. They are staged to current_HF/out/<config>_factual/ and are not uploaded (the YAML configs: block above intentionally omits them until upload).

Build/refresh: python scripts/build.py --factual-only

Config (staged) Rows Columns Source fn Description
lxx_mismatch_verses 4,753 9 compute_lxx_mismatches (full rows) One row per LXX↔MT content-word Strong's mismatch pair (incl. legitimate-LXX-difference slice); back-linked to the published watch that consumed it. Cols: osisRef, match_grain, greek_strong, hebrew_strong, hebrew_uStrong, mismatch_class, crosswire_target_uStrong, in_published_watch, watch_apparatus_id
lxx_divergence_verses 21,015 8 _compute_verse_substitutions Per-verse content-word substitution count (DNA alignment) with book-conditioned threshold (9 for Ps else 5) and flag. Cols: osisRef, match_grain, book, subs, threshold, flagged, in_published_watch, watch_apparatus_id
lxx_addition_verses 997 7 build_lxx_addition_watches (flagged set) Per-verse LXX content-word excess vs MT (excess≥6), before cluster/singleton filtering. Cols: osisRef, match_grain, greek_content, hebrew_content, excess, in_published_watch, watch_apparatus_id
lxx_omission_verses 23,213 6 build_lxx_omission_watches (per-verse view) One row per WLC verse: LXX presence + versification-gap flag + omission-cluster membership. Cols: osisRef, match_grain, lxx_present, is_versification_gap, in_omission_cluster, cluster_apparatus_id

Note: is_versification_gap is uniformly False in the current lxx-wlc-bridge snapshot because verse_bridge covers the full WLC grid (no WLC ref is absent from the bridge); the true LXX-omission signal is lxx_present=False (2,109 verses, 2,000 in contiguous ≥3-verse clusters). The flag is retained per the plan schema and would surface gaps if a future bridge dropped offset verses outright.

Reproducibility

This dataset is fully reproducible from HF T0 sources:

python scripts/build.py              # Build all 11 configs from HF
python scripts/build.py --verify     # Compare against published HF data
python scripts/build.py -v           # Verbose output

HF Dependencies

HF Dataset Role
NuBerea/macula-hebrew WLC verse grid (23,213 verses)
NuBerea/samaritan-pentateuch-gall SP witness verse text (von Gall 1918, PD; config text) + MS-context apparatus
NuBerea/aleppo-codex Aleppo witness verse text
NuBerea/vulgate-clementina Vulgate verse text
NuBerea/lxx-wlc-bridge LXX witness text + lexical bridge
NuBerea/ot-apparatus-primitives DSS material witness (non-derivable)
NuBerea/macula-hebrew-syntax Syntax graph index
NuBerea/crosswire-greekhebrew Greek↔Hebrew Strong's reference
NuBerea/stepbible-tbesg Greek lexicon metadata
NuBerea/stepbible-tbesh Hebrew lexicon metadata

Usage

from datasets import load_dataset

# Load a specific config
ds = load_dataset("NuBerea/ot-apparatus", "reader_apparatus")

Attribution

Upstream Data Sources

Source License
Westminster Leningrad Codex 4.20, J. Alan Groves Center Public Domain
IAA Leon Levy Digital Library imagery (read by us; no images redistributed) our transcriptions, PDDL
Dead Sea Scrolls in Text-Fabric, ETCBC cited facts-only (edition-disagreement register); no ETCBC text shipped
Samaritan Pentateuch, ed. A. von Gall 1918 (NuBerea/samaritan-pentateuch-gall) Public Domain — SP witness text + MS context; the NC DT-UCPH set is fully retired from this pipeline
MACULA Hebrew Linguistic Datasets CC BY 4.0
Clementine Vulgate, NOCR Public Domain

NuBerea project. Licensed CC BY 4.0.

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