Triple
T5018911
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Matt Duffer |
E112801
|
entity |
| Predicate | educatedAt |
P5
|
FINISHED |
| Object | Chapman University |
E269320
|
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: Chapman University | Statement: [Matt Duffer, educatedAt, Chapman University]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Chapman University Context triple: [Matt Duffer, educatedAt, Chapman University]
-
A.
Chapman University
chosen
Chapman University is a private university in Orange, California, known for its strong programs in film, business, and the arts.
-
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.
Loma Linda University
Loma Linda University is a Seventh-day Adventist health sciences university in Loma Linda, California, known for its medical, dental, and allied health programs and its emphasis on lifestyle medicine and preventive care.
-
E.
Claremont Graduate University
Claremont Graduate University is a private, graduate-only research university in Claremont, California, known for its interdisciplinary programs in fields such as the social sciences, humanities, business, and information systems.
- 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_69bd4435c2f48190be593158cbfcf8a3 |
completed | March 20, 2026, 12:57 p.m. |
| NER | Named-entity recognition | batch_69bd73415e088190802f9bb283262386 |
completed | March 20, 2026, 4:18 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69be927bdfa481908a5face7b4fd7058 |
completed | March 21, 2026, 12:43 p.m. |
Created at: March 20, 2026, 1:35 p.m.