Triple
T2397694
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Crossway |
E47687
|
entity |
| Predicate | publishesAuthors |
P22589
|
FINISHED |
| Object | John MacArthur |
E249502
|
NE FINISHED |
How this triple was built (2 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: [Crossway, publishesAuthors, John MacArthur]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: John MacArthur Context triple: [Crossway, publishesAuthors, 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.
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.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69af5cd2e9808190aa124c6051d1fc98 |
completed | March 9, 2026, 11:50 p.m. |
Created at: March 4, 2026, 7:57 p.m.