Triple
T6860131
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Nido R. Qubein |
E158253
|
entity |
| Predicate | fullName |
P16
|
FINISHED |
| Object | Nido R. Qubein |
E158253
|
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: Nido R. Qubein | Statement: [Nido R. Qubein, fullName, Nido R. Qubein]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Nido R. Qubein Context triple: [Nido R. Qubein, fullName, Nido R. Qubein]
-
A.
Nido R. Qubein
chosen
Nido R. Qubein is a Lebanese-American businessman, motivational speaker, and author known for his transformative leadership in higher education and extensive work in corporate and nonprofit governance.
-
B.
Calvin E. Amaron
Calvin E. Amaron was an educational leader and founder who established American International College in Springfield, Massachusetts.
-
C.
Joel J. Richard
Joel J. Richard is a film composer best known for co-scoring high-octane action movies, including entries in the John Wick franchise.
-
D.
Karl C. Mamola
Karl C. Mamola is a distinguished physics educator recognized for his significant contributions to physics teaching and learning.
-
E.
Robert M. Brutinel
Robert M. Brutinel is an American jurist who serves as the Chief Justice of the Arizona Supreme Court.
- 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_69c68830cdbc8190a8301c7a9d9f651a |
completed | March 27, 2026, 1:37 p.m. |
| NER | Named-entity recognition | batch_69c6d8737fac81909fc546ca2bf6a278 |
completed | March 27, 2026, 7:20 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c74283a6e0819090366d8d677ed4fa |
completed | March 28, 2026, 2:52 a.m. |
Created at: March 27, 2026, 2:21 p.m.