Triple
T10571952
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | John MacArthur |
E249502
|
entity |
| Predicate | educatedAt |
P5
|
FINISHED |
| Object | Talbot Theological Seminary |
E726739
|
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: Talbot Theological Seminary | Statement: [John MacArthur, educatedAt, Talbot Theological Seminary]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Talbot Theological Seminary Context triple: [John MacArthur, educatedAt, Talbot Theological Seminary]
-
A.
Westminster Theological Seminary
Westminster Theological Seminary is a Reformed Christian graduate institution in Pennsylvania known for its rigorous theological education and strong emphasis on biblical scholarship and Presbyterian doctrine.
-
B.
Talbot School of Theology
chosen
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.
-
C.
Fuller Theological Seminary
Fuller Theological Seminary is a prominent evangelical Christian graduate institution in Pasadena, California, known for its influential programs in theology, psychology, and intercultural studies.
-
D.
Lane Theological Seminary
Lane Theological Seminary was a prominent 19th-century Presbyterian theological school in Cincinnati, Ohio, known for its influential role in the American abolitionist and evangelical reform movements.
-
E.
Garrett–Evangelical Theological Seminary
Garrett–Evangelical Theological Seminary is a United Methodist graduate school of theology located on the campus of Northwestern University in Evanston, Illinois, known for training clergy and religious leaders.
- 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_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_69d95e7396a4819082cc73c736636fb9 |
completed | April 10, 2026, 8:32 p.m. |
Created at: April 6, 2026, 12:37 p.m.