Triple

T9726547
Position Surface form Disambiguated ID Type / Status
Subject Trans-Saharan Africa E235626 entity
Predicate associatedWith P37 FINISHED
Object Sahel conflicts
Sahel conflicts are a series of overlapping armed struggles in the Sahel region of Africa involving jihadist insurgencies, communal violence, and state fragility that have created one of the world’s most severe humanitarian and security crises.
E816294 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: Sahel conflicts | Statement: [Trans-Saharan Africa, associatedWith, Sahel conflicts]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Sahel conflicts
Context triple: [Trans-Saharan Africa, associatedWith, Sahel conflicts]
  • A. Horn of Africa conflicts
    Horn of Africa conflicts refers to the overlapping civil wars, insurgencies, and interstate tensions in countries like Somalia, Ethiopia, and Eritrea that have made the region one of the most unstable and militarized in the world.
  • B. Darfur conflict
    The Darfur conflict is a protracted armed struggle in western Sudan marked by mass atrocities, displacement, and accusations of genocide against government-backed militias targeting non-Arab populations.
  • C. Casamance conflict
    The Casamance conflict is a long-running low-intensity separatist insurgency in southern Senegal, where rebels have sought independence from the central government since the early 1980s.
  • D. Chadian–Libyan conflict
    The Chadian–Libyan conflict was a series of armed confrontations from the 1970s to the late 1980s in which Libya, under Muammar Gaddafi, intervened militarily in Chad over territorial disputes and regional influence, culminating in Libya’s defeat and withdrawal.
  • E. South Sudanese Civil War
    The South Sudanese Civil War was a brutal internal conflict that erupted in 2013 between forces loyal to President Salva Kiir and those aligned with former Vice President Riek Machar, causing massive displacement, ethnic violence, and humanitarian crisis in the world’s newest country.
  • 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: Sahel conflicts
Triple: [Trans-Saharan Africa, associatedWith, Sahel conflicts]
Generated description
Sahel conflicts are a series of overlapping armed struggles in the Sahel region of Africa involving jihadist insurgencies, communal violence, and state fragility that have created one of the world’s most severe humanitarian and security crises.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Sahel conflicts
Target entity description: Sahel conflicts are a series of overlapping armed struggles in the Sahel region of Africa involving jihadist insurgencies, communal violence, and state fragility that have created one of the world’s most severe humanitarian and security crises.
  • A. Horn of Africa conflicts
    Horn of Africa conflicts refers to the overlapping civil wars, insurgencies, and interstate tensions in countries like Somalia, Ethiopia, and Eritrea that have made the region one of the most unstable and militarized in the world.
  • B. Darfur conflict
    The Darfur conflict is a protracted armed struggle in western Sudan marked by mass atrocities, displacement, and accusations of genocide against government-backed militias targeting non-Arab populations.
  • C. Casamance conflict
    The Casamance conflict is a long-running low-intensity separatist insurgency in southern Senegal, where rebels have sought independence from the central government since the early 1980s.
  • D. Chadian–Libyan conflict
    The Chadian–Libyan conflict was a series of armed confrontations from the 1970s to the late 1980s in which Libya, under Muammar Gaddafi, intervened militarily in Chad over territorial disputes and regional influence, culminating in Libya’s defeat and withdrawal.
  • E. South Sudanese Civil War
    The South Sudanese Civil War was a brutal internal conflict that erupted in 2013 between forces loyal to President Salva Kiir and those aligned with former Vice President Riek Machar, causing massive displacement, ethnic violence, and humanitarian crisis in the world’s newest country.
  • 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_69ca84d0fad481909cdd45aa77416c48 completed March 30, 2026, 2:12 p.m.
NER Named-entity recognition batch_69cd9e798c348190885b79d7dffc9d8d completed April 1, 2026, 10:38 p.m.
NED1 Entity disambiguation (via context triple) batch_69d19fadc2948190b405fb7f249b82aa completed April 4, 2026, 11:33 p.m.
NEDg Description generation batch_69d1a0988f00819094b5fe6e4d328688 completed April 4, 2026, 11:36 p.m.
NED2 Entity disambiguation (via description) batch_69d1a0f811fc8190b6a46a0441159089 completed April 4, 2026, 11:38 p.m.
Created at: March 30, 2026, 8:21 p.m.