Triple
T9473570
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | J. Robert Spencer |
E228453
|
entity |
| Predicate | educatedAt |
P5
|
FINISHED |
| Object | Shenandoah University |
E14160
|
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: Shenandoah University | Statement: [J. Robert Spencer, educatedAt, Shenandoah University]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Shenandoah University Context triple: [J. Robert Spencer, educatedAt, Shenandoah University]
-
A.
Shenandoah University
chosen
Shenandoah University is a private liberal arts university based in Winchester, Virginia, known for its programs in the arts, health professions, and business, and for serving the broader Northern Virginia region.
-
B.
Radford University
Radford University is a public university in Radford, Virginia, known for its comprehensive undergraduate and graduate programs and participation in NCAA Division I athletics.
-
C.
Winthrop University
Winthrop University is a public university in Rock Hill, South Carolina, known for its strong liberal arts and professional programs and competitive NCAA Division I athletics.
-
D.
Old Dominion University
Old Dominion University is a public research university known for its diverse academic programs and coastal campus in Norfolk, Virginia.
-
E.
Longwood University
Longwood University is a public liberal arts university located in Farmville, Virginia, known for its historic campus and strong focus on undergraduate education.
- 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_69ca847162c48190b079076c9595513c |
completed | March 30, 2026, 2:10 p.m. |
| NER | Named-entity recognition | batch_69cd7ff0afd08190871b68a88fdbff2b |
completed | April 1, 2026, 8:28 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d122d625fc8190b8222930449ad3da |
completed | April 4, 2026, 2:40 p.m. |
Created at: March 30, 2026, 7:54 p.m.