Bible Vocab Extractor

To extract Bible vocabulary, this tool tokenizes verse text, strips punctuation, and applies stemming rules to normalize derivations. It then performs dictionary lookups to build a structured lexicon complete with usage examples and per-chapter coverage statistics.

Stemming normalizes Bible vocabulary by stripping common suffixes like -na, -te, -ah, -in, and -un to map derived words to their root forms. This ensures consistent vocabulary extraction across different grammatical variations found in the text.

Yes, you can generate per-chapter vocabulary JSONL files by running the extractor on any Bible book or chapter. The output includes normalized tokens, root mappings, parallel corpus examples, and coverage statistics serialized into structured JSONL format.

Dictionary lookups query a SQLite-backed database to map stemmed tokens to their semantic roots. This enriches the extracted vocabulary by attaching parallel corpus examples and providing deeper lexical context for each token found in the chapter.

No external dependencies or APIs are required to run the Bible vocabulary extractor. It operates independently using built-in scripts to handle tokenization, stemming, and SQLite database lookups for vocabulary extraction.

The best way to get coverage statistics is to process Bible text through the extractor, which reports per-chapter coverage data alongside the vocabulary output. It calculates these statistics by tracking stemmed tokens and their dictionary lookup success rates.