Triple
T368271
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Second Libyan Civil War |
E8210
|
entity |
| Predicate | involvedOrganization |
P4257
|
FINISHED |
| Object |
Zintan militias
The Zintan militias are powerful armed groups from the town of Zintan in western Libya, known for their significant military and political influence during and after the fall of Muammar Gaddafi.
|
E47825
|
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: Zintan militias | Statement: [Second Libyan Civil War, involvedOrganization, Zintan militias]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Zintan militias Context triple: [Second Libyan Civil War, involvedOrganization, Zintan militias]
-
A.
Misrata militias
Misrata militias are powerful, predominantly Islamist-leaning armed groups from the Libyan city of Misrata that played a major role in post-Gaddafi conflicts, including key battles in the Second Libyan Civil War.
-
B.
Ghadamès
Ghadamès is an ancient oasis town in western Libya, renowned for its well-preserved Saharan architecture and UNESCO-listed historic old quarter.
-
C.
Libyan National Army
The Libyan National Army is a faction led by General Khalifa Haftar that controls large parts of eastern Libya and has been a key military and political force in the country’s post-2011 conflict.
-
D.
Fedayeen
Fedayeen is a term used in the Middle East to describe guerrilla fighters or commandos who undertake high-risk or self-sacrificial missions, often for nationalist or ideological causes.
-
E.
Riyadh Front
Riyadh Front is a major mixed-use commercial and entertainment complex in Riyadh, Saudi Arabia, featuring shopping, dining, business facilities, and large-scale events.
- 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: Zintan militias Triple: [Second Libyan Civil War, involvedOrganization, Zintan militias]
Generated description
The Zintan militias are powerful armed groups from the town of Zintan in western Libya, known for their significant military and political influence during and after the fall of Muammar Gaddafi.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Zintan militias Target entity description: The Zintan militias are powerful armed groups from the town of Zintan in western Libya, known for their significant military and political influence during and after the fall of Muammar Gaddafi.
-
A.
Misrata militias
Misrata militias are powerful, predominantly Islamist-leaning armed groups from the Libyan city of Misrata that played a major role in post-Gaddafi conflicts, including key battles in the Second Libyan Civil War.
-
B.
Ghadamès
Ghadamès is an ancient oasis town in western Libya, renowned for its well-preserved Saharan architecture and UNESCO-listed historic old quarter.
-
C.
Libyan National Army
The Libyan National Army is a faction led by General Khalifa Haftar that controls large parts of eastern Libya and has been a key military and political force in the country’s post-2011 conflict.
-
D.
Fedayeen
Fedayeen is a term used in the Middle East to describe guerrilla fighters or commandos who undertake high-risk or self-sacrificial missions, often for nationalist or ideological causes.
-
E.
Riyadh Front
Riyadh Front is a major mixed-use commercial and entertainment complex in Riyadh, Saudi Arabia, featuring shopping, dining, business facilities, and large-scale events.
- 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_69a2ee29ede0819095279af95b53e350 |
completed | Feb. 28, 2026, 1:31 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a3f4d8e8688190a35d50b99b85bb7f |
completed | March 1, 2026, 8:12 a.m. |
| NEDg | Description generation | batch_69a3f73a9f588190a45d55f29cdbe65d |
completed | March 1, 2026, 8:22 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a3f7ece1a081908c899a2b4ff12e89 |
completed | March 1, 2026, 8:25 a.m. |
Created at: Feb. 28, 2026, 1:08 p.m.