Triple

T6372879
Position Surface form Disambiguated ID Type / Status
Subject Islamic State in the Greater Sahara E143392 entity
Predicate conflict P12 FINISHED
Object Jihadist insurgency in Niger
The Jihadist insurgency in Niger is an ongoing armed conflict marked by attacks from Islamist militant groups, including affiliates of the Islamic State and al-Qaeda, primarily in the country’s western border regions.
E143392 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: Jihadist insurgency in Niger | Statement: [Islamic State in the Greater Sahara, conflict, Jihadist insurgency in Niger]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Jihadist insurgency in Niger
Context triple: [Islamic State in the Greater Sahara, conflict, Jihadist insurgency in Niger]
  • A. 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.
  • B. Boko Haram insurgency
    The Boko Haram insurgency is a prolonged Islamist militant campaign in and around northeastern Nigeria marked by mass violence, abductions, and displacement of civilians.
  • C. Islamic State in the Greater Sahara
    Islamic State in the Greater Sahara is a jihadist militant group affiliated with the Islamic State, active primarily in the Sahel region of West Africa and responsible for numerous attacks across Mali, Niger, and Burkina Faso.
  • D. 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.
  • E. 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.
  • 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: Jihadist insurgency in Niger
Triple: [Islamic State in the Greater Sahara, conflict, Jihadist insurgency in Niger]
Generated description
The Jihadist insurgency in Niger is an ongoing armed conflict marked by attacks from Islamist militant groups, including affiliates of the Islamic State and al-Qaeda, primarily in the country’s western border regions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Jihadist insurgency in Niger
Target entity description: The Jihadist insurgency in Niger is an ongoing armed conflict marked by attacks from Islamist militant groups, including affiliates of the Islamic State and al-Qaeda, primarily in the country’s western border regions.
  • A. 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.
  • B. Boko Haram insurgency
    The Boko Haram insurgency is a prolonged Islamist militant campaign in and around northeastern Nigeria marked by mass violence, abductions, and displacement of civilians.
  • C. Islamic State in the Greater Sahara chosen
    Islamic State in the Greater Sahara is a jihadist militant group affiliated with the Islamic State, active primarily in the Sahel region of West Africa and responsible for numerous attacks across Mali, Niger, and Burkina Faso.
  • D. 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.
  • E. 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.
  • 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.