Triple
T19608072
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Talal Abu-Ghazaleh |
E470656
|
entity |
| Predicate | positionHeld |
P8
|
FINISHED |
| Object | Chairman of Talal Abu-Ghazaleh Digital 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: Chairman of Talal Abu-Ghazaleh Digital University | Statement: [Talal Abu-Ghazaleh, positionHeld, Chairman of Talal Abu-Ghazaleh Digital University]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Chairman of Talal Abu-Ghazaleh Digital University Context triple: [Talal Abu-Ghazaleh, positionHeld, Chairman of Talal Abu-Ghazaleh Digital University]
-
A.
President of Ahlia University
The President of Ahlia University is the chief executive officer responsible for the institution’s strategic leadership, academic direction, and overall administration.
-
B.
Talal Abu-Ghazaleh
chosen
Talal Abu-Ghazaleh is a prominent Jordanian businessman and founder of the Talal Abu-Ghazaleh Organization, known for his influential role in accounting, intellectual property, and education in the Arab world.
-
C.
Mohamed Alabbar
Mohamed Alabbar is an Emirati businessman best known as the founder and chairman of Emaar Properties, the Dubai-based real estate giant behind landmark developments such as the Burj Khalifa and The Dubai Mall.
-
D.
Hussain Sajwani
Hussain Sajwani is an Emirati billionaire businessman best known as the founder and chairman of the luxury real estate development company DAMAC Properties.
-
E.
Fariborz Maseeh
Fariborz Maseeh is an Iranian-American engineer, entrepreneur, and philanthropist known for his significant contributions to micro-electro-mechanical systems (MEMS) technology and major philanthropic support of engineering education.
- 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.