Triple
T5207000
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Graduate School of Arts and Sciences (Wake Forest University) |
E117535
|
entity |
| Predicate | collaboratesWith |
P37
|
FINISHED |
| Object | Wake Forest University School of Business |
E21515
|
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: Wake Forest University School of Business | Statement: [Graduate School of Arts and Sciences (Wake Forest University), collaboratesWith, Wake Forest University School of Business]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Wake Forest University School of Business Context triple: [Graduate School of Arts and Sciences (Wake Forest University), collaboratesWith, Wake Forest University School of Business]
-
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.
Duke University School of Business
Duke University School of Business, now known as the Fuqua School of Business, is Duke University's graduate business school renowned for its MBA and other management programs.
-
C.
Fuqua School of Business
Fuqua School of Business is Duke University's graduate business school, renowned for its MBA and business education programs and strong emphasis on global leadership and teamwork.
-
D.
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.
-
E.
VCU School of Business
VCU School of Business is the business school of Virginia Commonwealth University, offering undergraduate and graduate programs in areas such as accounting, finance, marketing, and management.
- 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_69bd4463dd3c81909966123f20b79d57 |
completed | March 20, 2026, 12:58 p.m. |
| NER | Named-entity recognition | batch_69bd7a4a7b7c8190af5a7149f8fe4f87 |
completed | March 20, 2026, 4:48 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bf21a819f08190a67a92d8afa82e22 |
completed | March 21, 2026, 10:54 p.m. |
Created at: March 20, 2026, 1:47 p.m.