Triple

T10489516
Position Surface form Disambiguated ID Type / Status
Subject Chad–Sudan border E247377 entity
Predicate nearbyConflict P39585 FINISHED
Object Chad–Sudan conflict
The Chad–Sudan conflict was a series of armed confrontations and proxy wars between Chad and Sudan, heavily influenced by cross-border rebel movements and the broader Darfur crisis in the 2000s.
E867083 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: Chad–Sudan conflict | Statement: [Chad–Sudan border, nearbyConflict, Chad–Sudan conflict]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Chad–Sudan conflict
Context triple: [Chad–Sudan border, nearbyConflict, Chad–Sudan conflict]
  • A. Second Chadian Civil War
    The Second Chadian Civil War was a major internal conflict in Chad from 2005 to 2010, involving rebel groups fighting to overthrow President Idriss Déby amid regional instability and foreign interference.
  • B. Chadian Civil War
    The Chadian Civil War was a prolonged internal conflict in Chad marked by power struggles among rival political and ethnic factions, foreign interventions, and repeated attempts at fragile national reconciliation.
  • C. 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.
  • D. First Chadian Civil War
    The First Chadian Civil War was a complex internal conflict in Chad from the mid-1960s to 1979, marked by ethnic and regional tensions, foreign intervention, and the eventual collapse of central authority.
  • 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: Chad–Sudan conflict
Triple: [Chad–Sudan border, nearbyConflict, Chad–Sudan conflict]
Generated description
The Chad–Sudan conflict was a series of armed confrontations and proxy wars between Chad and Sudan, heavily influenced by cross-border rebel movements and the broader Darfur crisis in the 2000s.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Chad–Sudan conflict
Target entity description: The Chad–Sudan conflict was a series of armed confrontations and proxy wars between Chad and Sudan, heavily influenced by cross-border rebel movements and the broader Darfur crisis in the 2000s.
  • A. Second Chadian Civil War
    The Second Chadian Civil War was a major internal conflict in Chad from 2005 to 2010, involving rebel groups fighting to overthrow President Idriss Déby amid regional instability and foreign interference.
  • B. Chadian Civil War
    The Chadian Civil War was a prolonged internal conflict in Chad marked by power struggles among rival political and ethnic factions, foreign interventions, and repeated attempts at fragile national reconciliation.
  • C. 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.
  • D. First Chadian Civil War
    The First Chadian Civil War was a complex internal conflict in Chad from the mid-1960s to 1979, marked by ethnic and regional tensions, foreign intervention, and the eventual collapse of central authority.
  • 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_69d381c309b88190af78aa681cf6a4c2 completed April 6, 2026, 9:49 a.m.
NER Named-entity recognition batch_69d5190da7f081908c38b5964a567e37 completed April 7, 2026, 2:47 p.m.
NED1 Entity disambiguation (via context triple) batch_69d8dc9792308190b09d6aaed63dd418 completed April 10, 2026, 11:18 a.m.
NEDg Description generation batch_69d8e8c81bdc8190b6b6dfe00025b514 completed April 10, 2026, 12:10 p.m.
NED2 Entity disambiguation (via description) batch_69d901e1ecf88190acd24a0e20462cb9 completed April 10, 2026, 1:57 p.m.
Created at: April 6, 2026, 12:23 p.m.