Triple
T2397682
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Crossway |
E47687
|
entity |
| Predicate | publishesAuthors |
P22589
|
FINISHED |
| Object | John Piper |
E157482
|
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 Piper | Statement: [Crossway, publishesAuthors, John Piper]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: John Piper Context triple: [Crossway, publishesAuthors, John Piper]
-
A.
John Piper
chosen
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.
-
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.
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.
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.
-
E.
John Stott
John Stott was a highly influential British Anglican priest, theologian, and author who became a leading figure in shaping modern evangelical thought and global evangelicalism.
- 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: publishesAuthors Context triple: [Crossway, publishesAuthors, John Piper]
-
A.
publishedAuthor
Indicates that a person is the author of one or more works that have been formally published.
-
B.
publishesFor
chosen
Indicates that one entity issues, releases, or makes content publicly available on behalf of, or in service of, another entity.
-
C.
publisherOfWorkAppearingIn
Indicates that an entity is the publisher responsible for issuing a work in which another specified work appears (e.g., as part of a collection, volume, or compilation).
-
D.
publishedAs
Indicates that an entity is released, issued, or made publicly available under a particular name, format, or identity.
-
E.
notableAuthorPublished
Indicates that a work was published by an author who is recognized as notable or distinguished.
- 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_69a88a1c450c81909f61abb8b6863885 |
completed | March 4, 2026, 7:38 p.m. |
| NER | Named-entity recognition | batch_69abc8c5f0948190b4ea729693d8c306 |
completed | March 7, 2026, 6:42 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69aeb3de3d548190b3eda939fa5f72b3 |
completed | March 9, 2026, 11:49 a.m. |
| PD | Predicate disambiguation | batch_69abc5a3825c81909ec6111dfc165453 |
completed | March 7, 2026, 6:28 a.m. |
Created at: March 4, 2026, 7:57 p.m.