Triple

T2257685
Position Surface form Disambiguated ID Type / Status
Subject ESV MacArthur Study Bible E49764 entity
Predicate hasAuthorOfNotes P29721 FINISHED
Object John MacArthur E249502 NE FINISHED

How this triple was built (3 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: John MacArthur | Statement: [ESV MacArthur Study Bible, hasAuthorOfNotes, John MacArthur]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: John MacArthur
Context triple: [ESV MacArthur Study Bible, hasAuthorOfNotes, John MacArthur]
  • A. John MacArthur chosen
    John MacArthur is an American Reformed evangelical pastor, author, and Bible teacher known for his expository preaching and extensive theological writings.
  • B. John D. MacArthur
    John D. MacArthur was an American insurance magnate and philanthropist whose fortune funded the creation of the influential John D. and Catherine T. MacArthur Foundation.
  • C. Robert Gordon Sproul
    Robert Gordon Sproul was a prominent American educator who served as the long-time president of the University of California system in the mid-20th century.
  • D. John Piper
    John Piper is an American Reformed Baptist pastor and theologian known for his emphasis on Christian hedonism and the supremacy of God in all things.
  • E. John Collee
    John Collee is a Scottish screenwriter and former physician best known for co-writing major films such as "Master and Commander: The Far Side of the World," "Happy Feet," and "Hotel Mumbai."
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
PD Predicate disambiguation gpt-5-mini-2025-08-07 
Target predicate: hasAuthorOfNotes
Context triple: [ESV MacArthur Study Bible, hasAuthorOfNotes, John MacArthur]
  • A. hasAuthor
    Indicates that an entity is written or created by a specific author.
  • B. isNotedOn
    Indicates that information about one entity is recorded, mentioned, or annotated on another entity (such as a document, record, or medium).
  • C. hasAuthorRelationship chosen
    Indicates a relationship where one entity serves as the author or creator of another entity (such as a work, document, or resource).
  • D. hasCoauthor
    Indicates that two or more entities have jointly authored the same work or publication.
  • E. hasNotableWriter
    Indicates that an entity is associated with a writer who is recognized as significant or distinguished in some notable way.
  • F. None of above.

Provenance (4 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69a88aaa9250819095e127d0d77e8a32 completed March 4, 2026, 7:40 p.m.
NER Named-entity recognition batch_69abc15839fc8190b17e040c4c765a8c completed March 7, 2026, 6:10 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae7f067f208190a399e2b1a83badd1 completed March 9, 2026, 8:04 a.m.
PD Predicate disambiguation batch_69abbdb34c148190b51e99f540f97204 completed March 7, 2026, 5:54 a.m.
Created at: March 4, 2026, 7:48 p.m.