Triple
T2397690
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Crossway |
E47687
|
entity |
| Predicate | publishesAuthors |
P22589
|
FINISHED |
| Object |
Sam Storms
Sam Storms is an American pastor, theologian, and author known for his writings on Reformed theology, Christian spirituality, and the gifts of the Holy Spirit.
|
E275580
|
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: Sam Storms | Statement: [Crossway, publishesAuthors, Sam Storms]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Sam Storms Context triple: [Crossway, publishesAuthors, Sam Storms]
-
A.
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.
-
B.
Timothy Keller
Timothy Keller was an American pastor, theologian, and author best known as the founding pastor of Redeemer Presbyterian Church in New York City and a leading voice in contemporary Reformed evangelicalism.
-
C.
Kevin DeYoung
Kevin DeYoung is an American Reformed pastor, author, and theologian known for his conservative evangelical writings on church life, doctrine, and Christian living.
-
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.
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.
- 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: Sam Storms Triple: [Crossway, publishesAuthors, Sam Storms]
Generated description
Sam Storms is an American pastor, theologian, and author known for his writings on Reformed theology, Christian spirituality, and the gifts of the Holy Spirit.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Sam Storms Target entity description: Sam Storms is an American pastor, theologian, and author known for his writings on Reformed theology, Christian spirituality, and the gifts of the Holy Spirit.
-
A.
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.
-
B.
Timothy Keller
Timothy Keller was an American pastor, theologian, and author best known as the founding pastor of Redeemer Presbyterian Church in New York City and a leading voice in contemporary Reformed evangelicalism.
-
C.
Kevin DeYoung
Kevin DeYoung is an American Reformed pastor, author, and theologian known for his conservative evangelical writings on church life, doctrine, and Christian living.
-
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.
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.
- 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_69af2b6e2cb8819086a9714bd4720ed0 |
completed | March 9, 2026, 8:19 p.m. |
| NEDg | Description generation | batch_69af5124c9088190b735279767d58d5c |
completed | March 9, 2026, 11 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69af528a612081908255fec130b5e9ed |
completed | March 9, 2026, 11:06 p.m. |
Created at: March 4, 2026, 7:57 p.m.