Triple

T2257675
Position Surface form Disambiguated ID Type / Status
Subject ESV MacArthur Study Bible E49764 entity
Predicate editor P1954 FINISHED
Object John MacArthur
John MacArthur is an American Reformed evangelical pastor, author, and Bible teacher known for his expository preaching and extensive theological writings.
 E249502 NE FINISHED

How this triple was built (4 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, editor, John MacArthur]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: John MacArthur
Context triple: [ESV MacArthur Study Bible, editor, John MacArthur]
  • A. 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.
  • B. 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.
  • C. 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.
  • D. 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."
  • E. J. I. Packer
    J. I. Packer was a prominent 20th-century evangelical theologian and author, best known for his influential book "Knowing God" and his role in shaping modern Reformed evangelical thought.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: John MacArthur
Triple: [ESV MacArthur Study Bible, editor, John MacArthur]
Generated description
John MacArthur is an American Reformed evangelical pastor, author, and Bible teacher known for his expository preaching and extensive theological writings.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: John MacArthur
Target entity description: John MacArthur is an American Reformed evangelical pastor, author, and Bible teacher known for his expository preaching and extensive theological writings.
  • A. 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.
  • B. 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.
  • C. 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.
  • D. 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."
  • E. J. I. Packer
    J. I. Packer was a prominent 20th-century evangelical theologian and author, best known for his influential book "Knowing God" and his role in shaping modern Reformed evangelical thought.
  • F. None of above. chosen

Provenance (5 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_69ae71c69f088190a38254a8a3670124 completed March 9, 2026, 7:07 a.m.
NEDg Description generation batch_69ae72353e7c8190bb0ba06362734d81 completed March 9, 2026, 7:09 a.m.
NED2 Entity disambiguation (via description) batch_69ae72a694a8819080ec462c0a9c38ac completed March 9, 2026, 7:11 a.m.
Created at: March 4, 2026, 7:48 p.m.