Triple
T21516662
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Saad Hariri |
E530859
|
entity |
| Predicate | sibling |
P363
|
FINISHED |
| Object |
Fahd Hariri
Fahd Hariri is a Lebanese businessman and real estate developer, known as a member of the prominent Hariri family involved in politics and commerce in Lebanon.
|
E1513553
|
NE FINISHED |
How this triple was built (4 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: Fahd Hariri | Statement: [Saad Hariri, sibling, Fahd Hariri]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Fahd Hariri Context triple: [Saad Hariri, sibling, Fahd Hariri]
-
A.
Bahaa Hariri
Bahaa Hariri is a Lebanese billionaire businessman and the eldest son of former Prime Minister Rafic Hariri, known for his major real estate and investment ventures.
-
B.
Saad Hariri
Saad Hariri is a Lebanese politician and businessman who has served multiple terms as Prime Minister and is a leading Sunni figure in Lebanon’s post-civil war political landscape.
-
C.
al-Hariri
al-Hariri is the family name of Al-Hariri of Basra, a renowned medieval Arab poet and author celebrated for his maqamat (rhymed prose narratives).
-
D.
Rafiq al-Natsheh
Rafiq al-Natsheh is a Palestinian politician who has held senior leadership roles in Palestinian governance and within the Fatah movement.
-
E.
Suleiman Frangieh
Suleiman Frangieh was a prominent Lebanese Maronite politician who served as President of Lebanon from 1970 to 1976 and played a key role during the early years of the Lebanese Civil War.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Fahd Hariri Triple: [Saad Hariri, sibling, Fahd Hariri]
Generated description
Fahd Hariri is a Lebanese businessman and real estate developer, known as a member of the prominent Hariri family involved in politics and commerce in Lebanon.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Fahd Hariri Target entity description: Fahd Hariri is a Lebanese businessman and real estate developer, known as a member of the prominent Hariri family involved in politics and commerce in Lebanon.
-
A.
Bahaa Hariri
Bahaa Hariri is a Lebanese billionaire businessman and the eldest son of former Prime Minister Rafic Hariri, known for his major real estate and investment ventures.
-
B.
Saad Hariri
Saad Hariri is a Lebanese politician and businessman who has served multiple terms as Prime Minister and is a leading Sunni figure in Lebanon’s post-civil war political landscape.
-
C.
al-Hariri
al-Hariri is the family name of Al-Hariri of Basra, a renowned medieval Arab poet and author celebrated for his maqamat (rhymed prose narratives).
-
D.
Rafiq al-Natsheh
Rafiq al-Natsheh is a Palestinian politician who has held senior leadership roles in Palestinian governance and within the Fatah movement.
-
E.
Suleiman Frangieh
Suleiman Frangieh was a prominent Lebanese Maronite politician who served as President of Lebanon from 1970 to 1976 and played a key role during the early years of the Lebanese Civil War.
- F. None of above. chosen
Provenance (5 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. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0a735d97808190a771cf85080dbb76 |
completed | May 18, 2026, 2:03 a.m. |
| NEDg | Description generation | batch_6a0a74fbaad081908c82af6989820455 |
completed | May 18, 2026, 2:10 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0a75da70b0819086ad27b3f422c1a9 |
completed | May 18, 2026, 2:13 a.m. |
Created at: April 16, 2026, 6:25 p.m.