Triple
T4498557
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Melinda French Gates |
E100758
|
entity |
| Predicate | educatedAt |
P5
|
FINISHED |
| Object | Duke University’s Fuqua School of Business |
E44611
|
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: Duke University’s Fuqua School of Business | Statement: [Melinda French Gates, educatedAt, Duke University’s Fuqua School of Business]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Duke University’s Fuqua School of Business Context triple: [Melinda French Gates, educatedAt, Duke University’s Fuqua School of Business]
-
A.
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.
-
B.
Fuqua School of Business
chosen
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.
-
C.
Darden School of Business
The Darden School of Business is the University of Virginia’s graduate business school, renowned for its MBA programs and case-method teaching approach.
-
D.
Tuck School of Business
The Tuck School of Business is the graduate business school of Dartmouth College, renowned for its MBA program and close-knit residential community.
-
E.
Kenan-Flagler Business School
Kenan-Flagler Business School is the University of North Carolina at Chapel Hill’s renowned business school, offering undergraduate, MBA, and executive education programs with a strong emphasis on leadership and global business.
- 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_69bd43cdf15081909a4fa2585ff63b3e |
completed | March 20, 2026, 12:55 p.m. |
| NER | Named-entity recognition | batch_69bd56c29868819097633c7cd398e865 |
completed | March 20, 2026, 2:16 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bd6f850824819092e518e1bd950f80 |
completed | March 20, 2026, 4:02 p.m. |
Created at: March 20, 2026, 1 p.m.