Triple
T21516678
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Saad Hariri |
E530859
|
entity |
| Predicate | memberOf |
P10
|
FINISHED |
| Object | Hariri family |
—
|
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: Hariri family | Statement: [Saad Hariri, memberOf, Hariri family]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hariri family Context triple: [Saad Hariri, memberOf, Hariri family]
-
A.
Hariri family
chosen
The Hariri family is a prominent Lebanese Sunni political dynasty and business empire, best known for producing former prime ministers Rafic and Saad Hariri and wielding major influence in Lebanon’s post-civil war politics.
-
B.
Makhlouf family
The Makhlouf family is a powerful Syrian clan closely tied to the Assad regime, known for its significant political influence and extensive business interests.
-
C.
Boulos family
The Boulos family is a prominent Nigerian business family of Lebanese descent known for its extensive interests in commerce, construction, and industry.
-
D.
Boutros-Ghali family
The Boutros-Ghali family is a prominent Egyptian Coptic Christian political dynasty known for producing influential statesmen and diplomats, including former UN Secretary-General Boutros Boutros-Ghali.
-
E.
Gemayel family
The Gemayel family is a prominent Lebanese Maronite Christian political dynasty that has played a central role in the country’s modern history, including leadership of the Kataeb (Phalange) Party and the presidency.
- 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_69e0c45d95a081908e7962ad215da746 |
completed | April 16, 2026, 11:13 a.m. |
| NER | Named-entity recognition | batch_69ee814278e08190a66d516bed0726b5 |
completed | April 26, 2026, 9:18 p.m. |
Created at: April 16, 2026, 6:25 p.m.