Triple
T1534576
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hezbollah |
E32521
|
entity |
| Predicate | foundedBy |
P104
|
FINISHED |
| Object |
Subhi al-Tufayli
Subhi al-Tufayli is a Lebanese Shia cleric and political figure best known as a founding leader and former secretary-general of Hezbollah who later became a vocal critic of the organization.
|
E214158
|
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: Subhi al-Tufayli | Statement: [Hezbollah, foundedBy, Subhi al-Tufayli]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Subhi al-Tufayli Context triple: [Hezbollah, foundedBy, Subhi al-Tufayli]
-
A.
Oussama Khatib
Oussama Khatib is a prominent roboticist known for his pioneering work in robot motion planning, control, and human-robot interaction.
-
B.
Hassan Aref
Hassan Aref was a prominent physicist and engineer known for his pioneering contributions to fluid dynamics, particularly in vortex dynamics and chaotic advection.
-
C.
Anas al-Abdah
Anas al-Abdah is a Syrian opposition politician who has held senior leadership roles in exile-based bodies opposing Bashar al-Assad’s government during the Syrian Civil War.
-
D.
Radwan Hussainy
Radwan Hussainy is a devout, respected religious scholar and spiritual guide in Naguib Mahfouz’s novel "Midaq Alley," known for his piety and moral authority within the community.
-
E.
Abir Muhaisen
Abir Muhaisen is one of the adopted daughters of Queen Alia al-Hussein of Jordan, raised within the Jordanian royal family.
- 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: Subhi al-Tufayli Triple: [Hezbollah, foundedBy, Subhi al-Tufayli]
Generated description
Subhi al-Tufayli is a Lebanese Shia cleric and political figure best known as a founding leader and former secretary-general of Hezbollah who later became a vocal critic of the organization.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Subhi al-Tufayli Target entity description: Subhi al-Tufayli is a Lebanese Shia cleric and political figure best known as a founding leader and former secretary-general of Hezbollah who later became a vocal critic of the organization.
-
A.
Oussama Khatib
Oussama Khatib is a prominent roboticist known for his pioneering work in robot motion planning, control, and human-robot interaction.
-
B.
Hassan Aref
Hassan Aref was a prominent physicist and engineer known for his pioneering contributions to fluid dynamics, particularly in vortex dynamics and chaotic advection.
-
C.
Anas al-Abdah
Anas al-Abdah is a Syrian opposition politician who has held senior leadership roles in exile-based bodies opposing Bashar al-Assad’s government during the Syrian Civil War.
-
D.
Radwan Hussainy
Radwan Hussainy is a devout, respected religious scholar and spiritual guide in Naguib Mahfouz’s novel "Midaq Alley," known for his piety and moral authority within the community.
-
E.
Abir Muhaisen
Abir Muhaisen is one of the adopted daughters of Queen Alia al-Hussein of Jordan, raised within the Jordanian royal family.
- 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_69a885ea86308190998f6bc14bb91f8e |
completed | March 4, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69a90828cdf08190aa404a0c11335c7b |
completed | March 5, 2026, 4:35 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69adeabea0d88190b0bd83aece8c7b55 |
completed | March 8, 2026, 9:31 p.m. |
| NEDg | Description generation | batch_69adeea29fd4819099e1ac22b9ce123f |
completed | March 8, 2026, 9:48 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69adef4913608190824764bd79821a7e |
completed | March 8, 2026, 9:51 p.m. |
Created at: March 4, 2026, 7:26 p.m.