Triple
T19608045
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Talal Abu-Ghazaleh |
E470656
|
entity |
| Predicate | name |
P16
|
FINISHED |
| Object | Talal Abu-Ghazaleh |
—
|
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 | Statement: [Talal Abu-Ghazaleh, name, Talal Abu-Ghazaleh]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Talal Abu-Ghazaleh Context triple: [Talal Abu-Ghazaleh, name, Talal Abu-Ghazaleh]
-
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.
Salim Alwan
Salim Alwan is a wealthy, middle-aged businessman in Naguib Mahfouz’s novel "Midaq Alley," whose prosperity and romantic entanglements highlight the social and moral tensions of the alley’s community.
-
C.
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.
-
D.
Samir Kassis
Samir Kassis is a notable individual recognized as a prominent bearer of the surname Kassis.
-
E.
Fawaz Akhras
Fawaz Akhras is a London-based Syrian cardiologist best known as the father of Syria’s First Lady, Asma al-Assad.
- 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.