Triple
T18643288
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Zach Klein |
E455741
|
entity |
| Predicate | educatedAt |
P5
|
FINISHED |
| Object | Wake Forest University |
—
|
NE NERFINISHED |
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: Wake Forest University | Statement: [Zach Klein, educatedAt, Wake Forest University]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Wake Forest University Context triple: [Zach Klein, educatedAt, Wake Forest University]
-
A.
Wake Forest University
chosen
Wake Forest University is a private research university in Winston-Salem, North Carolina, known for its strong liberal arts curriculum, professional schools, and competitive NCAA Division I athletic programs.
-
B.
Wake Forest
Wake Forest is a town in North Carolina that forms part of the greater Research Triangle region anchored by Raleigh, Durham, and Chapel Hill.
-
C.
University of North Carolina at Chapel Hill
The University of North Carolina at Chapel Hill is a flagship public research university renowned for its strong academic programs, historic campus, and prominent role within the Research Triangle region of North Carolina.
-
D.
University of North Carolina at Greensboro
The University of North Carolina at Greensboro is a public research university known for its diverse academic programs and strong emphasis on liberal arts, education, and the performing arts.
-
E.
University of North Carolina at Asheville
The University of North Carolina at Asheville is a public liberal arts university in Asheville, North Carolina, known for its strong emphasis on undergraduate education and interdisciplinary studies.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (2 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_69d8d38ea1e88190997e9b231190ba6f |
completed | April 10, 2026, 10:40 a.m. |
| NER | Named-entity recognition | batch_69e5500b6d7c8190b807b772980d913c |
completed | April 19, 2026, 9:58 p.m. |
Created at: April 10, 2026, 11:47 a.m.