Triple
T6372889
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Islamic State in the Greater Sahara |
E143392
|
entity |
| Predicate | areaOfOperations |
P710
|
FINISHED |
| Object |
Mali–Burkina Faso border region
The Mali–Burkina Faso border region is a sparsely governed Sahelian frontier zone marked by desert and semi-arid landscapes, where state presence is weak and jihadist insurgencies, communal violence, and illicit trafficking are widespread.
|
E590492
|
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: Mali–Burkina Faso border region | Statement: [Islamic State in the Greater Sahara, areaOfOperations, Mali–Burkina Faso border region]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Mali–Burkina Faso border region Context triple: [Islamic State in the Greater Sahara, areaOfOperations, Mali–Burkina Faso border region]
-
A.
eastern Mali
Eastern Mali is a sparsely populated Sahelian region of Mali that includes the historic trading city of Gao along the Niger River and is known for its desert landscapes and security challenges.
-
B.
Tenkodogo, Burkina Faso
Tenkodogo is a historic town in eastern Burkina Faso, considered one of the country’s oldest settlements and an important regional center for the Gurma people.
-
C.
Chad–Sudan border
The Chad–Sudan border is a long, sparsely populated frontier in central Africa that separates eastern Chad from western Sudan and is home to diverse ethnic groups and languages.
-
D.
Maghreb-Sahel interface
The Maghreb-Sahel interface is a transitional zone in North and West Africa where the cultures, economies, and ecologies of the North African Maghreb and the sub-Saharan Sahel intersect and blend.
-
E.
Casamance
Casamance is a culturally distinct, lush coastal region in southern Senegal known for its mangrove-lined rivers, rice fields, and strong Diola and Portuguese-influenced heritage.
- 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: Mali–Burkina Faso border region Triple: [Islamic State in the Greater Sahara, areaOfOperations, Mali–Burkina Faso border region]
Generated description
The Mali–Burkina Faso border region is a sparsely governed Sahelian frontier zone marked by desert and semi-arid landscapes, where state presence is weak and jihadist insurgencies, communal violence, and illicit trafficking are widespread.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Mali–Burkina Faso border region Target entity description: The Mali–Burkina Faso border region is a sparsely governed Sahelian frontier zone marked by desert and semi-arid landscapes, where state presence is weak and jihadist insurgencies, communal violence, and illicit trafficking are widespread.
-
A.
eastern Mali
Eastern Mali is a sparsely populated Sahelian region of Mali that includes the historic trading city of Gao along the Niger River and is known for its desert landscapes and security challenges.
-
B.
Tenkodogo, Burkina Faso
Tenkodogo is a historic town in eastern Burkina Faso, considered one of the country’s oldest settlements and an important regional center for the Gurma people.
-
C.
Chad–Sudan border
The Chad–Sudan border is a long, sparsely populated frontier in central Africa that separates eastern Chad from western Sudan and is home to diverse ethnic groups and languages.
-
D.
Maghreb-Sahel interface
The Maghreb-Sahel interface is a transitional zone in North and West Africa where the cultures, economies, and ecologies of the North African Maghreb and the sub-Saharan Sahel intersect and blend.
-
E.
Casamance
Casamance is a culturally distinct, lush coastal region in southern Senegal known for its mangrove-lined rivers, rice fields, and strong Diola and Portuguese-influenced heritage.
- 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.