Triple

T17256637
Position Surface form Disambiguated ID Type / Status
Subject African Union Mission in Sudan E418897 entity
Predicate peaceProcessContext P6065 FINISHED
Object Darfur peace talks
The Darfur peace talks were a series of negotiations aimed at ending the conflict in Sudan’s Darfur region by brokering agreements between the Sudanese government and various rebel groups under international mediation.
E1260925 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: Darfur peace talks | Statement: [African Union Mission in Sudan, peaceProcessContext, Darfur peace talks]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Darfur peace talks
Context triple: [African Union Mission in Sudan, peaceProcessContext, Darfur peace talks]
  • A. Second Sudanese Civil War peace negotiations
    The Second Sudanese Civil War peace negotiations were a series of talks and agreements in the early 2000s that aimed to end decades of conflict between the Sudanese government and southern rebel groups, ultimately leading to the Comprehensive Peace Agreement and the eventual independence of South Sudan.
  • B. Juba Peace Agreement
    The Juba Peace Agreement is a landmark 2020 accord between Sudan’s transitional government and several rebel groups aimed at ending long-running conflicts and restructuring political and security arrangements in regions including Blue Nile State and Darfur.
  • C. 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.
  • D. Accra peace talks
    The Accra peace talks were negotiations held in Ghana in 2003 that led to a comprehensive peace agreement ending the Second Liberian Civil War and establishing a transitional government.
  • E. Algiers peace negotiations
    The Algiers peace negotiations were a series of internationally mediated talks held in Algeria aimed at resolving the conflict between the Malian government and Tuareg-led armed groups in northern Mali.
  • 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: Darfur peace talks
Triple: [African Union Mission in Sudan, peaceProcessContext, Darfur peace talks]
Generated description
The Darfur peace talks were a series of negotiations aimed at ending the conflict in Sudan’s Darfur region by brokering agreements between the Sudanese government and various rebel groups under international mediation.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Darfur peace talks
Target entity description: The Darfur peace talks were a series of negotiations aimed at ending the conflict in Sudan’s Darfur region by brokering agreements between the Sudanese government and various rebel groups under international mediation.
  • A. Second Sudanese Civil War peace negotiations
    The Second Sudanese Civil War peace negotiations were a series of talks and agreements in the early 2000s that aimed to end decades of conflict between the Sudanese government and southern rebel groups, ultimately leading to the Comprehensive Peace Agreement and the eventual independence of South Sudan.
  • B. Juba Peace Agreement
    The Juba Peace Agreement is a landmark 2020 accord between Sudan’s transitional government and several rebel groups aimed at ending long-running conflicts and restructuring political and security arrangements in regions including Blue Nile State and Darfur.
  • C. 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.
  • D. Accra peace talks
    The Accra peace talks were negotiations held in Ghana in 2003 that led to a comprehensive peace agreement ending the Second Liberian Civil War and establishing a transitional government.
  • E. Algiers peace negotiations
    The Algiers peace negotiations were a series of internationally mediated talks held in Algeria aimed at resolving the conflict between the Malian government and Tuareg-led armed groups in northern Mali.
  • 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_69d886d9ab108190b70edd8d17aa1204 completed April 10, 2026, 5:12 a.m.
NER Named-entity recognition batch_69e42e6ceb9c8190a4eeaf10e90cd5a0 completed April 19, 2026, 1:22 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0179445cac8190833eb7cd879a93bd completed May 11, 2026, 6:37 a.m.
NEDg Description generation batch_6a017d19ade481908cdc0a74d9766078 completed May 11, 2026, 6:54 a.m.
NED2 Entity disambiguation (via description) batch_6a017d9c93a48190a13b78c5f9f71571 completed May 11, 2026, 6:56 a.m.
Created at: April 10, 2026, 5:39 a.m.