Triple
T19608064
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Talal Abu-Ghazaleh |
E470656
|
entity |
| Predicate | founderOf |
P104
|
FINISHED |
| Object | Talal Abu-Ghazaleh Digital 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 Digital University | Statement: [Talal Abu-Ghazaleh, founderOf, Talal Abu-Ghazaleh Digital University]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Talal Abu-Ghazaleh Digital University Context triple: [Talal Abu-Ghazaleh, founderOf, Talal Abu-Ghazaleh Digital University]
-
A.
Hariri Institute for Computing
The Hariri Institute for Computing is a research center at Boston University that advances computational science, data science, and interdisciplinary computing innovation.
-
B.
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.
-
C.
Holon Institute of Technology
Holon Institute of Technology is an Israeli public academic institution specializing in science, engineering, design, and technology education and research.
-
D.
Hamdan bin Mohammed Smart University
Hamdan bin Mohammed Smart University is a Dubai-based higher education institution specializing in smart and e-learning, named after and established under the patronage of Crown Prince Hamdan bin Mohammed Al Maktoum.
-
E.
Polytech Network
Polytech Network is a French consortium of university-based engineering schools that share common standards, programs, and resources for engineering education.
- 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 Digital University Target entity description: 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.
-
A.
Hariri Institute for Computing
The Hariri Institute for Computing is a research center at Boston University that advances computational science, data science, and interdisciplinary computing innovation.
-
B.
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.
-
C.
Holon Institute of Technology
Holon Institute of Technology is an Israeli public academic institution specializing in science, engineering, design, and technology education and research.
-
D.
Hamdan bin Mohammed Smart University
Hamdan bin Mohammed Smart University is a Dubai-based higher education institution specializing in smart and e-learning, named after and established under the patronage of Crown Prince Hamdan bin Mohammed Al Maktoum.
-
E.
Polytech Network
Polytech Network is a French consortium of university-based engineering schools that share common standards, programs, and resources for engineering education.
- 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.