Triple
T368247
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Second Libyan Civil War |
E8210
|
entity |
| Predicate | commander |
P1061
|
FINISHED |
| Object |
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.
|
E47030
|
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: Khalifa Haftar | Statement: [Second Libyan Civil War, commander, Khalifa Haftar]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Khalifa Haftar Context triple: [Second Libyan Civil War, commander, Khalifa Haftar]
-
A.
Saadi Gaddafi
Saadi Gaddafi is a Libyan former professional footballer and military figure, best known as one of Muammar Gaddafi’s sons who held influential roles during his father’s regime.
-
B.
Saif al-Islam Gaddafi
Saif al-Islam Gaddafi is a Libyan political figure and the second son of former Libyan leader Muammar Gaddafi, known for his prominent role in his father's regime and later attempts to re-enter Libyan politics.
-
C.
Mutassim Gaddafi
Mutassim Gaddafi was a Libyan military officer and national security adviser, known as one of Muammar Gaddafi’s sons and close confidants during his rule.
-
D.
Hannibal Gaddafi
Hannibal Gaddafi is a son of former Libyan leader Muammar Gaddafi, known for his controversial lifestyle, legal troubles, and role as a businessman and maritime official during his father's rule.
-
E.
Khamis Gaddafi
Khamis Gaddafi was a Libyan military commander and the youngest son of longtime Libyan leader Muammar Gaddafi, known for leading an elite brigade during the 2011 Libyan 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: Khalifa Haftar Triple: [Second Libyan Civil War, commander, Khalifa Haftar]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Khalifa Haftar Target entity description: 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.
-
A.
Saadi Gaddafi
Saadi Gaddafi is a Libyan former professional footballer and military figure, best known as one of Muammar Gaddafi’s sons who held influential roles during his father’s regime.
-
B.
Saif al-Islam Gaddafi
Saif al-Islam Gaddafi is a Libyan political figure and the second son of former Libyan leader Muammar Gaddafi, known for his prominent role in his father's regime and later attempts to re-enter Libyan politics.
-
C.
Mutassim Gaddafi
Mutassim Gaddafi was a Libyan military officer and national security adviser, known as one of Muammar Gaddafi’s sons and close confidants during his rule.
-
D.
Hannibal Gaddafi
Hannibal Gaddafi is a son of former Libyan leader Muammar Gaddafi, known for his controversial lifestyle, legal troubles, and role as a businessman and maritime official during his father's rule.
-
E.
Khamis Gaddafi
Khamis Gaddafi was a Libyan military commander and the youngest son of longtime Libyan leader Muammar Gaddafi, known for leading an elite brigade during the 2011 Libyan 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_69a2e7f2ec648190b42bc7db424f8109 |
completed | Feb. 28, 2026, 1:04 p.m. |
| NER | Named-entity recognition | batch_69a2ebeab13c8190b15c2f10310ec6a8 |
completed | Feb. 28, 2026, 1:21 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a3f0a5e5dc81909363a31e9b713368 |
completed | March 1, 2026, 7:54 a.m. |
| NEDg | Description generation | batch_69a3f128b6008190afacdb055a84a9c4 |
completed | March 1, 2026, 7:56 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a3f181e55c8190a3995775ff6ceeb9 |
completed | March 1, 2026, 7:57 a.m. |
Created at: Feb. 28, 2026, 1:08 p.m.