Triple
T16964035
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | John Stankey |
E411498
|
entity |
| Predicate | educatedAt |
P5
|
FINISHED |
| Object | Loyola Marymount University |
E104408
|
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: Loyola Marymount University | Statement: [John Stankey, educatedAt, Loyola Marymount University]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Loyola Marymount University Context triple: [John Stankey, educatedAt, Loyola Marymount University]
-
A.
Loyola University of Los Angeles
chosen
Loyola University of Los Angeles is a private Jesuit university in Los Angeles, California, known today as Loyola Marymount University and recognized for its strong liberal arts and professional programs.
-
B.
University of La Verne
The University of La Verne is a private university in La Verne, California, known for its liberal arts and professional programs and participation in NCAA Division III athletics.
-
C.
Pepperdine University
Pepperdine University is a private Christian research university in Malibu, California, known for its scenic coastal campus and strong programs in business, law, and the liberal arts.
-
D.
Los Angeles Pacific College
Los Angeles Pacific College was a small Christian higher education institution in Southern California known for its religiously oriented academic programs before eventually closing and influencing later Christian colleges in the region.
-
E.
Chapman University
Chapman University is a private university in Orange, California, known for its strong programs in film, business, and the arts.
- 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_69d886c9c9d481909afe222093641cae |
completed | April 10, 2026, 5:12 a.m. |
| NER | Named-entity recognition | batch_69e3d0a2cda88190bd574a869f0e43e9 |
completed | April 18, 2026, 6:42 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a00d46cb56481908c2bc6648a12fbcf |
completed | May 10, 2026, 6:54 p.m. |
Created at: April 10, 2026, 5:31 a.m.