Triple
T10571945
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | John MacArthur |
E249502
|
entity |
| Predicate | employer |
P7
|
FINISHED |
| Object |
The Master’s University
The Master’s University is a private Christian liberal arts institution in Santa Clarita, California, known for its conservative evangelical theology and leadership under pastor John MacArthur.
|
E873342
|
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: The Master’s University | Statement: [John MacArthur, employer, The Master’s University]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: The Master’s University Context triple: [John MacArthur, employer, The Master’s University]
-
A.
The Master’s Seminary
The Master’s Seminary is a conservative evangelical graduate institution in California dedicated to training men for pastoral ministry and biblical scholarship, closely connected with John MacArthur and Grace Community Church.
-
B.
Biola University
Biola University is a private Christian university recognized for its strong emphasis on biblical integration across academic disciplines and its location in Southern California.
-
C.
Talbot School of Theology
Talbot School of Theology is an evangelical Christian seminary affiliated with Biola University, known for its emphasis on biblical inerrancy, conservative theology, and influential faculty in philosophy and apologetics.
-
D.
Andrews University
Andrews University is a private Seventh-day Adventist institution of higher education in Berrien Springs, Michigan, known for its global student body and comprehensive undergraduate and graduate programs.
-
E.
Southwestern Assemblies of God University
Southwestern Assemblies of God University is a private Christian university affiliated with the Assemblies of God, offering faith-based higher education in Waxahachie, Texas.
- 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: The Master’s University Triple: [John MacArthur, employer, The Master’s University]
Generated description
The Master’s University is a private Christian liberal arts institution in Santa Clarita, California, known for its conservative evangelical theology and leadership under pastor John MacArthur.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: The Master’s University Target entity description: The Master’s University is a private Christian liberal arts institution in Santa Clarita, California, known for its conservative evangelical theology and leadership under pastor John MacArthur.
-
A.
The Master’s Seminary
The Master’s Seminary is a conservative evangelical graduate institution in California dedicated to training men for pastoral ministry and biblical scholarship, closely connected with John MacArthur and Grace Community Church.
-
B.
Biola University
Biola University is a private Christian university recognized for its strong emphasis on biblical integration across academic disciplines and its location in Southern California.
-
C.
Talbot School of Theology
Talbot School of Theology is an evangelical Christian seminary affiliated with Biola University, known for its emphasis on biblical inerrancy, conservative theology, and influential faculty in philosophy and apologetics.
-
D.
Andrews University
Andrews University is a private Seventh-day Adventist institution of higher education in Berrien Springs, Michigan, known for its global student body and comprehensive undergraduate and graduate programs.
-
E.
Southwestern Assemblies of God University
Southwestern Assemblies of God University is a private Christian university affiliated with the Assemblies of God, offering faith-based higher education in Waxahachie, Texas.
- 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_69d381c8bd708190acf3d275c908251e |
completed | April 6, 2026, 9:50 a.m. |
| NER | Named-entity recognition | batch_69d52747a8d88190ab59333937180edc |
completed | April 7, 2026, 3:48 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d94b55d0f88190bd6853603f67e88d |
completed | April 10, 2026, 7:11 p.m. |
| NEDg | Description generation | batch_69d94f759e7c8190a9e2fd030977584d |
completed | April 10, 2026, 7:28 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d952c334448190b1c21964b55a3a68 |
completed | April 10, 2026, 7:42 p.m. |
Created at: April 6, 2026, 12:37 p.m.