Triple
T1256279
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Operation Barkhane |
E12399
|
entity |
| Predicate | partOf |
P40
|
FINISHED |
| Object |
Insurgency in the Maghreb
The Insurgency in the Maghreb is a prolonged, multifaceted conflict in North and West Africa involving jihadist groups, local insurgents, and state and international forces across the Sahel and surrounding regions.
|
E145416
|
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: Insurgency in the Maghreb | Statement: [Operation Barkhane, partOf, Insurgency in the Maghreb]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Insurgency in the Maghreb Context triple: [Operation Barkhane, partOf, Insurgency in the Maghreb]
-
A.
Tuareg rebellions in Mali
The Tuareg rebellions in Mali are a series of uprisings by Tuareg groups in northern Mali seeking greater autonomy or independence, which have repeatedly destabilized the region since the 1960s.
-
B.
Algerian War of Independence
The Algerian War of Independence was a major mid-20th-century anti-colonial conflict in which Algerian nationalists fought against French rule, ultimately leading to Algeria’s independence in 1962.
-
C.
Tuareg rebellions in Niger
The Tuareg rebellions in Niger were a series of armed uprisings by Tuareg groups, primarily in the 1990s and 2000s, seeking greater autonomy, political representation, and control over local resources in northern Niger.
-
D.
2011 Libyan Civil War
The 2011 Libyan Civil War was an armed conflict that led to the overthrow and death of longtime leader Muammar Gaddafi amid a broader wave of Arab Spring uprisings, involving both domestic rebel forces and international military intervention.
-
E.
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.
- 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: Insurgency in the Maghreb Triple: [Operation Barkhane, partOf, Insurgency in the Maghreb]
Generated description
The Insurgency in the Maghreb is a prolonged, multifaceted conflict in North and West Africa involving jihadist groups, local insurgents, and state and international forces across the Sahel and surrounding regions.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Insurgency in the Maghreb Target entity description: The Insurgency in the Maghreb is a prolonged, multifaceted conflict in North and West Africa involving jihadist groups, local insurgents, and state and international forces across the Sahel and surrounding regions.
-
A.
Tuareg rebellions in Mali
The Tuareg rebellions in Mali are a series of uprisings by Tuareg groups in northern Mali seeking greater autonomy or independence, which have repeatedly destabilized the region since the 1960s.
-
B.
Algerian War of Independence
The Algerian War of Independence was a major mid-20th-century anti-colonial conflict in which Algerian nationalists fought against French rule, ultimately leading to Algeria’s independence in 1962.
-
C.
Tuareg rebellions in Niger
The Tuareg rebellions in Niger were a series of armed uprisings by Tuareg groups, primarily in the 1990s and 2000s, seeking greater autonomy, political representation, and control over local resources in northern Niger.
-
D.
2011 Libyan Civil War
The 2011 Libyan Civil War was an armed conflict that led to the overthrow and death of longtime leader Muammar Gaddafi amid a broader wave of Arab Spring uprisings, involving both domestic rebel forces and international military intervention.
-
E.
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.
- 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_69a4933352e08190ac617291985e76c0 |
completed | March 1, 2026, 7:27 p.m. |
| NER | Named-entity recognition | batch_69a4bfa726548190911b4022dc1be3c3 |
completed | March 1, 2026, 10:37 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ac9980a2a4819094ab26ac390476be |
completed | March 7, 2026, 9:32 p.m. |
| NEDg | Description generation | batch_69ac9bb2c42c8190b447971dcd6f68ae |
completed | March 7, 2026, 9:42 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ac9c35aa708190932f5339d6565b20 |
completed | March 7, 2026, 9:44 p.m. |
Created at: March 1, 2026, 7:50 p.m.