Triple
T6372887
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Islamic State in the Greater Sahara |
E143392
|
entity |
| Predicate | areaOfOperations |
P710
|
FINISHED |
| Object |
Liptako-Gourma region
The Liptako-Gourma region is a tri-border Sahelian area spanning parts of Mali, Niger, and Burkina Faso, known for its security crises, jihadist insurgencies, and significant but underdeveloped natural resources.
|
E590491
|
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: Liptako-Gourma region | Statement: [Islamic State in the Greater Sahara, areaOfOperations, Liptako-Gourma region]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Liptako-Gourma region Context triple: [Islamic State in the Greater Sahara, areaOfOperations, Liptako-Gourma region]
-
A.
Kidal Region
Kidal Region is a sparsely populated, desert area in northeastern Mali that has been a focal point of Tuareg rebellions, Islamist insurgency, and French military intervention.
-
B.
Sahel–Central African forest transition zone
The Sahel–Central African forest transition zone is an ecological belt in central Africa where the dry Sahelian savannas gradually give way to the dense tropical rainforests of the Congo Basin.
-
C.
Fouta Djallon
Fouta Djallon is a mountainous region in central Guinea known as a major watershed of West Africa and the source of several important rivers, including the Niger and Senegal.
-
D.
Borkou-Ennedi-Tibesti
Borkou-Ennedi-Tibesti was a former administrative region in northern Chad, known for its vast Sahara desert landscapes, including the Ennedi Plateau and Tibesti Mountains, and its predominantly Toubou (Tebu) population.
-
E.
Ubangi-Shari territory
Ubangi-Shari territory was a French colonial territory in central Africa that later became the modern nation of the Central African Republic.
- 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: Liptako-Gourma region Triple: [Islamic State in the Greater Sahara, areaOfOperations, Liptako-Gourma region]
Generated description
The Liptako-Gourma region is a tri-border Sahelian area spanning parts of Mali, Niger, and Burkina Faso, known for its security crises, jihadist insurgencies, and significant but underdeveloped natural resources.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Liptako-Gourma region Target entity description: The Liptako-Gourma region is a tri-border Sahelian area spanning parts of Mali, Niger, and Burkina Faso, known for its security crises, jihadist insurgencies, and significant but underdeveloped natural resources.
-
A.
Kidal Region
Kidal Region is a sparsely populated, desert area in northeastern Mali that has been a focal point of Tuareg rebellions, Islamist insurgency, and French military intervention.
-
B.
Sahel–Central African forest transition zone
The Sahel–Central African forest transition zone is an ecological belt in central Africa where the dry Sahelian savannas gradually give way to the dense tropical rainforests of the Congo Basin.
-
C.
Fouta Djallon
Fouta Djallon is a mountainous region in central Guinea known as a major watershed of West Africa and the source of several important rivers, including the Niger and Senegal.
-
D.
Borkou-Ennedi-Tibesti
Borkou-Ennedi-Tibesti was a former administrative region in northern Chad, known for its vast Sahara desert landscapes, including the Ennedi Plateau and Tibesti Mountains, and its predominantly Toubou (Tebu) population.
-
E.
Ubangi-Shari territory
Ubangi-Shari territory was a French colonial territory in central Africa that later became the modern nation of the Central African Republic.
- 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_69c008d9f4348190ab598a2913259a1c |
completed | March 22, 2026, 3:20 p.m. |
| NER | Named-entity recognition | batch_69c06829d76c819092b476631459233a |
completed | March 22, 2026, 10:07 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c638724d448190a7f13a7c449341db |
completed | March 27, 2026, 7:57 a.m. |
| NEDg | Description generation | batch_69c63aaff5f4819084161055c04c8b74 |
completed | March 27, 2026, 8:07 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c63b334e608190b811b30e93199ac0 |
completed | March 27, 2026, 8:09 a.m. |
Created at: March 22, 2026, 4:33 p.m.