Triple

T6372888
Position Surface form Disambiguated ID Type / Status
Subject Islamic State in the Greater Sahara E143392 entity
Predicate areaOfOperations P710 FINISHED
Object Mali–Niger border region
The Mali–Niger border region is a sparsely governed Sahelian frontier zone marked by desert and semi-arid terrain, porous borders, and frequent armed conflict involving jihadist groups, militias, and state forces.
E247318 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–Niger border region | Statement: [Islamic State in the Greater Sahara, areaOfOperations, Mali–Niger border region]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Mali–Niger border region
Context triple: [Islamic State in the Greater Sahara, areaOfOperations, Mali–Niger 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. 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.
  • C. Southern Niger
    Southern Niger is a predominantly Hausa-inhabited region of Niger known for its dense population, agricultural activity, and role as a cultural and economic heartland of the country.
  • D. Northern Niger
    Northern Niger is a sparsely populated Saharan region characterized by desert landscapes, nomadic communities, and a history of Tuareg insurgencies.
  • 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–Niger border region
Triple: [Islamic State in the Greater Sahara, areaOfOperations, Mali–Niger border region]
Generated description
The Mali–Niger border region is a sparsely governed Sahelian frontier zone marked by desert and semi-arid terrain, porous borders, and frequent armed conflict involving jihadist groups, militias, and state forces.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Mali–Niger border region
Target entity description: The Mali–Niger border region is a sparsely governed Sahelian frontier zone marked by desert and semi-arid terrain, porous borders, and frequent armed conflict involving jihadist groups, militias, and state forces.
  • 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. 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.
  • C. Southern Niger
    Southern Niger is a predominantly Hausa-inhabited region of Niger known for its dense population, agricultural activity, and role as a cultural and economic heartland of the country.
  • D. Northern Niger chosen
    Northern Niger is a sparsely populated Saharan region characterized by desert landscapes, nomadic communities, and a history of Tuareg insurgencies.
  • 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.

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_69c62d9203988190a535b4f06f478292 completed March 27, 2026, 7:11 a.m.
NEDg Description generation batch_69c6306eca2c81909ee4930c0dc62072 completed March 27, 2026, 7:23 a.m.
NED2 Entity disambiguation (via description) batch_69c630eb15cc8190b55c6cf60c5690d2 completed March 27, 2026, 7:25 a.m.
Created at: March 22, 2026, 4:33 p.m.