Triple

T8370443
Position Surface form Disambiguated ID Type / Status
Subject Algiers peace negotiations E197438 entity
Predicate participant P858 FINISHED
Object Coordination of Azawad Movements
The Coordination of Azawad Movements is an alliance of Tuareg and allied armed groups from northern Mali that has played a central role in the region’s separatist and autonomy conflicts.
E727105 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: Coordination of Azawad Movements | Statement: [Algiers peace negotiations, participant, Coordination of Azawad Movements]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Coordination of Azawad Movements
Context triple: [Algiers peace negotiations, participant, Coordination of Azawad Movements]
  • A. National Movement for the Liberation of Azawad
    The National Movement for the Liberation of Azawad is a Tuareg-led separatist group in northern Mali that has sought independence or autonomy for the Azawad region through armed rebellion and political advocacy.
  • B. 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.
  • C. 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.
  • D. 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.
  • E. 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.
  • 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: Coordination of Azawad Movements
Triple: [Algiers peace negotiations, participant, Coordination of Azawad Movements]
Generated description
The Coordination of Azawad Movements is an alliance of Tuareg and allied armed groups from northern Mali that has played a central role in the region’s separatist and autonomy conflicts.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Coordination of Azawad Movements
Target entity description: The Coordination of Azawad Movements is an alliance of Tuareg and allied armed groups from northern Mali that has played a central role in the region’s separatist and autonomy conflicts.
  • A. National Movement for the Liberation of Azawad
    The National Movement for the Liberation of Azawad is a Tuareg-led separatist group in northern Mali that has sought independence or autonomy for the Azawad region through armed rebellion and political advocacy.
  • B. 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.
  • C. 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.
  • D. 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.
  • E. 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.
  • 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_69ca82f56730819080cec5d991c76f4c completed March 30, 2026, 2:04 p.m.
NER Named-entity recognition batch_69cb80a400888190bef114052f3c4f76 completed March 31, 2026, 8:07 a.m.
NED1 Entity disambiguation (via context triple) batch_69cdc79752b48190933ea644a59f2305 completed April 2, 2026, 1:34 a.m.
NEDg Description generation batch_69cdcc88ee7881909c81d55a5354cbae completed April 2, 2026, 1:55 a.m.
NED2 Entity disambiguation (via description) batch_69cdcd366df88190aefa4fe9d5d470e6 completed April 2, 2026, 1:58 a.m.
Created at: March 30, 2026, 6:01 p.m.