Triple
T19608060
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Talal Abu-Ghazaleh |
E470656
|
entity |
| Predicate | founderOf |
P104
|
FINISHED |
| Object | Talal Abu-Ghazaleh Graduate School of Business |
—
|
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: Talal Abu-Ghazaleh Graduate School of Business | Statement: [Talal Abu-Ghazaleh, founderOf, Talal Abu-Ghazaleh Graduate School of Business]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Talal Abu-Ghazaleh Graduate School of Business Context triple: [Talal Abu-Ghazaleh, founderOf, Talal Abu-Ghazaleh Graduate School of Business]
-
A.
Talal Abu-Ghazaleh University College of Business
chosen
Talal Abu-Ghazaleh University College of Business is a private business education institution named after and established by Arab business leader Talal Abu-Ghazaleh, focusing on developing professional and entrepreneurial skills.
-
B.
Talal Abu-Ghazaleh International University
Talal Abu-Ghazaleh International University is a private, business- and technology-focused higher education institution based in the Arab world, emphasizing e-learning and professional qualification programs.
-
C.
Suliman S. Olayan School of Business
The Suliman S. Olayan School of Business is the business school of the American University of Beirut, offering undergraduate and graduate programs in business and management with a regional and international focus.
-
D.
Adnan Kassar School of Business
The Adnan Kassar School of Business is a leading business school in Lebanon offering undergraduate and graduate programs in areas such as management, finance, and marketing within an international and professionally oriented framework.
-
E.
Talal Abu-Ghazaleh Digital University
Talal Abu-Ghazaleh Digital University is an online higher education institution offering accessible, technology-focused programs, particularly in business, IT, and professional skills, to learners across the Arab world and beyond.
- 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_69d8e510fa248190b7afb274a1d4cf73 |
completed | April 10, 2026, 11:54 a.m. |
| NER | Named-entity recognition | batch_69e640c964fc8190bd1cb60f4b233eaa |
completed | April 20, 2026, 3:05 p.m. |
Created at: April 10, 2026, 1:43 p.m.