Triple
T19608063
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Talal Abu-Ghazaleh |
E470656
|
entity |
| Predicate | founderOf |
P104
|
FINISHED |
| Object | Talal Abu-Ghazaleh Knowledge Society |
—
|
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 Knowledge Society | Statement: [Talal Abu-Ghazaleh, founderOf, Talal Abu-Ghazaleh Knowledge Society]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Talal Abu-Ghazaleh Knowledge Society Context triple: [Talal Abu-Ghazaleh, founderOf, Talal Abu-Ghazaleh Knowledge Society]
-
A.
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.
-
B.
King Faisal Foundation
King Faisal Foundation is a major Saudi philanthropic organization that supports education, scientific research, and cultural initiatives worldwide through grants, institutions, and international awards.
-
C.
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.
-
D.
Abdul Latif Jameel
Abdul Latif Jameel is a Saudi Arabia–based diversified business group and philanthropic organization known for its major investments in automotive, real estate, energy, and its support for global poverty alleviation and development initiatives.
-
E.
Khalid Ben-Hassin
Khalid Ben-Hassin is a DC Comics character who serves as one of the modern incarnations of the mystical superhero Doctor Fate, wielding powerful magic through the Helmet of Nabu.
- 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.