Triple
T19608061
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Talal Abu-Ghazaleh |
E470656
|
entity |
| Predicate | founderOf |
P104
|
FINISHED |
| Object | Talal Abu-Ghazaleh International University |
—
|
NE NERFINISHED |
How this triple was built (3 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 International University | Statement: [Talal Abu-Ghazaleh, founderOf, Talal Abu-Ghazaleh International University]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Talal Abu-Ghazaleh International University Context triple: [Talal Abu-Ghazaleh, founderOf, Talal Abu-Ghazaleh International University]
-
A.
Ahlia University
Ahlia University is a private university in Manama, Bahrain, offering a range of undergraduate and postgraduate programs across disciplines such as business, engineering, and information technology.
-
B.
Al Ain University
Al Ain University is a higher education institution in the United Arab Emirates offering a range of undergraduate and postgraduate programs across multiple disciplines.
-
C.
Arish University
Arish University is a public higher education institution located in Arish in Egypt’s North Sinai Governorate, offering a range of academic programs and contributing to regional development and research.
-
D.
Al Faisal University
Al Faisal University is a private research-focused university in Riyadh, Saudi Arabia, known for its strong programs in engineering, medicine, business, and science.
-
E.
Palestine Polytechnic University
Palestine Polytechnic University is a higher education institution in Hebron, Palestine, known for its focus on engineering, applied sciences, and technological research.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Talal Abu-Ghazaleh International University Target entity description: 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.
-
A.
Ahlia University
Ahlia University is a private university in Manama, Bahrain, offering a range of undergraduate and postgraduate programs across disciplines such as business, engineering, and information technology.
-
B.
Al Ain University
Al Ain University is a higher education institution in the United Arab Emirates offering a range of undergraduate and postgraduate programs across multiple disciplines.
-
C.
Arish University
Arish University is a public higher education institution located in Arish in Egypt’s North Sinai Governorate, offering a range of academic programs and contributing to regional development and research.
-
D.
Al Faisal University
Al Faisal University is a private research-focused university in Riyadh, Saudi Arabia, known for its strong programs in engineering, medicine, business, and science.
-
E.
Palestine Polytechnic University
Palestine Polytechnic University is a higher education institution in Hebron, Palestine, known for its focus on engineering, applied sciences, and technological research.
- F. None of above. chosen
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.