Triple

T23401126
Position Surface form Disambiguated ID Type / Status
Subject Islamic State in the Greater Sahara E559506 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.
E1583753 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. Jihadist insurgency in Burkina Faso
    The Jihadist insurgency in Burkina Faso is an ongoing armed conflict marked by attacks from Islamist militant groups, widespread violence against civilians, and significant displacement and instability across the country and the wider Sahel region.
  • B. 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.
  • C. 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.
  • D. Fulani jihadists
    Fulani jihadists are militant Islamist groups rooted in segments of the Fulani ethnic community in West Africa, known for violent insurgencies, communal attacks, and conflicts with local states and communities across the Sahel and surrounding regions.
  • E. 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.
  • 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. Jihadist insurgency in Burkina Faso
    The Jihadist insurgency in Burkina Faso is an ongoing armed conflict marked by attacks from Islamist militant groups, widespread violence against civilians, and significant displacement and instability across the country and the wider Sahel region.
  • B. 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.
  • C. 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.
  • D. Fulani jihadists
    Fulani jihadists are militant Islamist groups rooted in segments of the Fulani ethnic community in West Africa, known for violent insurgencies, communal attacks, and conflicts with local states and communities across the Sahel and surrounding regions.
  • E. 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.
  • 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_69e24549610c8190a069d6411ce5f661 completed April 17, 2026, 2:35 p.m.
NER Named-entity recognition batch_69f1a4dfa4c881908df0eced4855c0d9 completed April 29, 2026, 6:27 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0c5df194bc819084aa4de85966c68f completed May 19, 2026, 12:56 p.m.
NEDg Description generation batch_6a0c5f52fe308190b87c53f9a9d915e0 completed May 19, 2026, 1:02 p.m.
NED2 Entity disambiguation (via description) batch_6a0c5ffbea40819088a5a01a3763c718 completed May 19, 2026, 1:05 p.m.
Created at: April 17, 2026, 5:37 p.m.