Triple

T301636
Position Surface form Disambiguated ID Type / Status
Subject Tuareg E6207 entity
Predicate conflictInvolvement P1406 FINISHED
Object 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.
E38753 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: Tuareg rebellions in Mali | Statement: [Tuareg, conflictInvolvement, Tuareg rebellions in Mali]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Tuareg rebellions in Mali
Context triple: [Tuareg, conflictInvolvement, Tuareg rebellions in Mali]
  • A. Algerian War of Independence
    The Algerian War of Independence was a major mid-20th-century anti-colonial conflict in which Algerian nationalists fought against French rule, ultimately leading to Algeria’s independence in 1962.
  • B. Operation Serval
    Operation Serval was a 2013 French-led military intervention in Mali aimed at halting Islamist militant advances and stabilizing the country.
  • C. 2011 Libyan Civil War
    The 2011 Libyan Civil War was an armed conflict that led to the overthrow and death of longtime leader Muammar Gaddafi amid a broader wave of Arab Spring uprisings, involving both domestic rebel forces and international military intervention.
  • D. Second Libyan Civil War
    The Second Libyan Civil War was a multi-sided conflict that erupted after the fall of Muammar Gaddafi, pitting rival governments, militias, and foreign-backed factions against each other and plunging Libya into prolonged instability and violence.
  • E. French conquest of Algeria
    The French conquest of Algeria was a 19th-century military campaign and colonization process through which France invaded, subdued, and incorporated Algerian territory into its colonial empire, sparking long-lasting resistance and reshaping North African history.
  • 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: Tuareg rebellions in Mali
Triple: [Tuareg, conflictInvolvement, Tuareg rebellions in Mali]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Tuareg rebellions in Mali
Target entity description: 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.
  • A. Algerian War of Independence
    The Algerian War of Independence was a major mid-20th-century anti-colonial conflict in which Algerian nationalists fought against French rule, ultimately leading to Algeria’s independence in 1962.
  • B. Operation Serval
    Operation Serval was a 2013 French-led military intervention in Mali aimed at halting Islamist militant advances and stabilizing the country.
  • C. 2011 Libyan Civil War
    The 2011 Libyan Civil War was an armed conflict that led to the overthrow and death of longtime leader Muammar Gaddafi amid a broader wave of Arab Spring uprisings, involving both domestic rebel forces and international military intervention.
  • D. Second Libyan Civil War
    The Second Libyan Civil War was a multi-sided conflict that erupted after the fall of Muammar Gaddafi, pitting rival governments, militias, and foreign-backed factions against each other and plunging Libya into prolonged instability and violence.
  • E. French conquest of Algeria
    The French conquest of Algeria was a 19th-century military campaign and colonization process through which France invaded, subdued, and incorporated Algerian territory into its colonial empire, sparking long-lasting resistance and reshaping North African history.
  • 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_69a2e79230508190b912ecb555aae17e completed Feb. 28, 2026, 1:03 p.m.
NER Named-entity recognition batch_69a2ea0dd1dc8190aecd5afdeb2fd74b completed Feb. 28, 2026, 1:13 p.m.
NED1 Entity disambiguation (via context triple) batch_69a3aba2b38c8190b841014b24e14822 completed March 1, 2026, 2:59 a.m.
NEDg Description generation batch_69a3ac0b64308190956008df6d428a09 completed March 1, 2026, 3:01 a.m.
NED2 Entity disambiguation (via description) batch_69a3ac5db93c81908b34faab2b1263c6 completed March 1, 2026, 3:02 a.m.
Created at: Feb. 28, 2026, 1:06 p.m.