Triple
T10200328
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Belqasim Haftar |
E238865
|
entity |
| Predicate | relative |
P37
|
FINISHED |
| Object |
Ayman Haftar
Ayman Haftar is a member of the influential Haftar family in Libya, known primarily as a son of Libyan military commander Khalifa Haftar and involved in his father’s political-military network.
|
E854794
|
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: Ayman Haftar | Statement: [Belqasim Haftar, relative, Ayman Haftar]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ayman Haftar Context triple: [Belqasim Haftar, relative, Ayman Haftar]
-
A.
Khalid Haftar
Khalid Haftar is a son of Libyan military commander Khalifa Haftar and a member of the influential Haftar family involved in Libya’s political and security landscape.
-
B.
Saddam Haftar
Saddam Haftar is a Libyan military commander and son of General Khalifa Haftar, known for leading forces aligned with his father's Libyan National Army.
-
C.
Khalifa Haftar
Khalifa Haftar is a Libyan military officer and warlord who leads the eastern-based Libyan National Army and has been a central figure in Libya’s post-2011 conflicts.
-
D.
Marwan al-Himar
Marwan al-Himar, better known as Marwan II, was the last Umayyad caliph who ruled from 744 to 750 CE before the dynasty was overthrown by the Abbasid Revolution.
-
E.
Mohammed al-Halbousi
Mohammed al-Halbousi is an Iraqi politician who has served as the speaker of Iraq’s Council of Representatives and is a prominent Sunni political figure in the country.
- 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: Ayman Haftar Triple: [Belqasim Haftar, relative, Ayman Haftar]
Generated description
Ayman Haftar is a member of the influential Haftar family in Libya, known primarily as a son of Libyan military commander Khalifa Haftar and involved in his father’s political-military network.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ayman Haftar Target entity description: Ayman Haftar is a member of the influential Haftar family in Libya, known primarily as a son of Libyan military commander Khalifa Haftar and involved in his father’s political-military network.
-
A.
Khalid Haftar
Khalid Haftar is a son of Libyan military commander Khalifa Haftar and a member of the influential Haftar family involved in Libya’s political and security landscape.
-
B.
Saddam Haftar
Saddam Haftar is a Libyan military commander and son of General Khalifa Haftar, known for leading forces aligned with his father's Libyan National Army.
-
C.
Khalifa Haftar
Khalifa Haftar is a Libyan military officer and warlord who leads the eastern-based Libyan National Army and has been a central figure in Libya’s post-2011 conflicts.
-
D.
Marwan al-Himar
Marwan al-Himar, better known as Marwan II, was the last Umayyad caliph who ruled from 744 to 750 CE before the dynasty was overthrown by the Abbasid Revolution.
-
E.
Mohammed al-Halbousi
Mohammed al-Halbousi is an Iraqi politician who has served as the speaker of Iraq’s Council of Representatives and is a prominent Sunni political figure in the country.
- 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_69d71c68d0cc8190994c4b0aaaf7829a |
completed | April 9, 2026, 3:26 a.m. |
| NEDg | Description generation | batch_69d73180d90481908f1b4768230edd36 |
completed | April 9, 2026, 4:56 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d7326b14988190bff33dc01e690707 |
completed | April 9, 2026, 5 a.m. |
Created at: March 30, 2026, 9:14 p.m.