Triple

T2397689
Position Surface form Disambiguated ID Type / Status
Subject Crossway E47687 entity
Predicate publishesAuthors P22589 FINISHED
Object R. C. Sproul
R. C. Sproul was an American Reformed theologian, pastor, and author known for founding Ligonier Ministries and for his influential teaching on the holiness and sovereignty of God.
E273512 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: R. C. Sproul | Statement: [Crossway, publishesAuthors, R. C. Sproul]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: R. C. Sproul
Context triple: [Crossway, publishesAuthors, R. C. Sproul]
  • A. 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.
  • B. Wayne Grudem
    Wayne Grudem is an American evangelical theologian and author known for his influential works in systematic theology, ethics, and biblical studies.
  • C. 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.
  • 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. Paul David Tripp
    Paul David Tripp is a Christian pastor, counselor, and author known for his gospel-centered books on Christian living, parenting, and pastoral ministry.
  • 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: R. C. Sproul
Triple: [Crossway, publishesAuthors, R. C. Sproul]
Generated description
R. C. Sproul was an American Reformed theologian, pastor, and author known for founding Ligonier Ministries and for his influential teaching on the holiness and sovereignty of God.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: R. C. Sproul
Target entity description: R. C. Sproul was an American Reformed theologian, pastor, and author known for founding Ligonier Ministries and for his influential teaching on the holiness and sovereignty of God.
  • A. 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.
  • B. Wayne Grudem
    Wayne Grudem is an American evangelical theologian and author known for his influential works in systematic theology, ethics, and biblical studies.
  • C. 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.
  • 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. Paul David Tripp
    Paul David Tripp is a Christian pastor, counselor, and author known for his gospel-centered books on Christian living, parenting, and pastoral ministry.
  • 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_69a88a1c450c81909f61abb8b6863885 completed March 4, 2026, 7:38 p.m.
NER Named-entity recognition batch_69abd0d942048190bc5c715faa850632 completed March 7, 2026, 7:16 a.m.
NED1 Entity disambiguation (via context triple) batch_69af1f7d18f88190bc19aa6b7b687b8e completed March 9, 2026, 7:29 p.m.
NEDg Description generation batch_69af23f5f7908190a91931a62f61b3f8 completed March 9, 2026, 7:48 p.m.
NED2 Entity disambiguation (via description) batch_69af24468ad08190bfdacfa5a2499d93 completed March 9, 2026, 7:49 p.m.
Created at: March 4, 2026, 7:57 p.m.