Triple
T10200315
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Belqasim Haftar |
E238865
|
entity |
| Predicate | memberOf |
P10
|
FINISHED |
| Object |
Haftar family
The Haftar family is a prominent Libyan clan best known for its association with military commander Khalifa Haftar and his relatives’ influential roles in the country’s political and security landscape.
|
E847324
|
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: Haftar family | Statement: [Belqasim Haftar, memberOf, Haftar family]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Haftar family Context triple: [Belqasim Haftar, memberOf, Haftar family]
-
A.
Gaddafi family
The Gaddafi family is the ruling clan of former Libyan leader Muammar Gaddafi, long dominant in Libya’s political and economic life until the regime’s collapse in 2011.
-
B.
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.
-
C.
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.
-
D.
Talfah family
The Talfah family is an influential Iraqi clan closely associated with Saddam Hussein’s inner circle and Ba'athist political elite.
-
E.
Tamer family
The Tamer family is a philanthropic family known for its significant support of social enterprise and impact-focused education initiatives.
- 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: Haftar family Triple: [Belqasim Haftar, memberOf, Haftar family]
Generated description
The Haftar family is a prominent Libyan clan best known for its association with military commander Khalifa Haftar and his relatives’ influential roles in the country’s political and security landscape.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Haftar family Target entity description: The Haftar family is a prominent Libyan clan best known for its association with military commander Khalifa Haftar and his relatives’ influential roles in the country’s political and security landscape.
-
A.
Gaddafi family
The Gaddafi family is the ruling clan of former Libyan leader Muammar Gaddafi, long dominant in Libya’s political and economic life until the regime’s collapse in 2011.
-
B.
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.
-
C.
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.
-
D.
Talfah family
The Talfah family is an influential Iraqi clan closely associated with Saddam Hussein’s inner circle and Ba'athist political elite.
-
E.
Tamer family
The Tamer family is a philanthropic family known for its significant support of social enterprise and impact-focused education initiatives.
- 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_69ca84e1ea088190b38162e43d4cfa8f |
completed | March 30, 2026, 2:12 p.m. |
| NER | Named-entity recognition | batch_69cdee3f3bac8190a63a81edffe7cda7 |
completed | April 2, 2026, 4:19 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d317f40f0c8190a3d966c934cc20f7 |
completed | April 6, 2026, 2:18 a.m. |
| NEDg | Description generation | batch_69d3188886908190ba0a5539ce942980 |
completed | April 6, 2026, 2:20 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d31c4fb8288190bbc6b3d4a79dafb1 |
completed | April 6, 2026, 2:37 a.m. |
Created at: March 30, 2026, 9:14 p.m.