Triple

T6989867
Position Surface form Disambiguated ID Type / Status
Subject APSA E162057 entity
Predicate cooperatesWith P435 FINISHED
Object Regional Mechanisms for Conflict Prevention, Management and Resolution
Regional Mechanisms for Conflict Prevention, Management and Resolution are sub-regional African institutions and frameworks that work with the African Peace and Security Architecture to prevent, manage, and resolve conflicts across the continent.
E633100 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: Regional Mechanisms for Conflict Prevention, Management and Resolution | Statement: [APSA, cooperatesWith, Regional Mechanisms for Conflict Prevention, Management and Resolution]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Regional Mechanisms for Conflict Prevention, Management and Resolution
Context triple: [APSA, cooperatesWith, Regional Mechanisms for Conflict Prevention, Management and Resolution]
  • A. Scarcity, Conflicts, and Cooperation
    "Scarcity, Conflicts, and Cooperation" is an influential book by economist Pranab Bardhan that analyzes how resource scarcity shapes social conflict and collective action, particularly in developing economies.
  • B. Soft Energy Paths: Toward a Durable Peace
    Soft Energy Paths: Toward a Durable Peace is a seminal 1977 book by Amory B. Lovins that advocates for a transition to renewable, decentralized energy systems as a foundation for environmental sustainability and global peace.
  • C. Peacebuilding Commission Working Group on Lessons Learned
    The Peacebuilding Commission Working Group on Lessons Learned is a subsidiary body of the UN Peacebuilding Commission that analyzes past peacebuilding experiences to identify best practices and improve future peacebuilding strategies.
  • D. Peace, Security and Cooperation Framework for the Democratic Republic of the Congo and the region
    The Peace, Security and Cooperation Framework for the Democratic Republic of the Congo and the region is a 2013 regional peace agreement aimed at addressing the root causes of conflict in eastern DRC through commitments by the DRC, neighboring states, and international partners to reforms, non-interference, and regional cooperation.
  • E. African Peace and Security Architecture
    The African Peace and Security Architecture is the African Union’s overarching framework for preventing, managing, and resolving conflicts across the African continent.
  • 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: Regional Mechanisms for Conflict Prevention, Management and Resolution
Triple: [APSA, cooperatesWith, Regional Mechanisms for Conflict Prevention, Management and Resolution]
Generated description
Regional Mechanisms for Conflict Prevention, Management and Resolution are sub-regional African institutions and frameworks that work with the African Peace and Security Architecture to prevent, manage, and resolve conflicts across the continent.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Regional Mechanisms for Conflict Prevention, Management and Resolution
Target entity description: Regional Mechanisms for Conflict Prevention, Management and Resolution are sub-regional African institutions and frameworks that work with the African Peace and Security Architecture to prevent, manage, and resolve conflicts across the continent.
  • A. Scarcity, Conflicts, and Cooperation
    "Scarcity, Conflicts, and Cooperation" is an influential book by economist Pranab Bardhan that analyzes how resource scarcity shapes social conflict and collective action, particularly in developing economies.
  • B. Soft Energy Paths: Toward a Durable Peace
    Soft Energy Paths: Toward a Durable Peace is a seminal 1977 book by Amory B. Lovins that advocates for a transition to renewable, decentralized energy systems as a foundation for environmental sustainability and global peace.
  • C. Peacebuilding Commission Working Group on Lessons Learned
    The Peacebuilding Commission Working Group on Lessons Learned is a subsidiary body of the UN Peacebuilding Commission that analyzes past peacebuilding experiences to identify best practices and improve future peacebuilding strategies.
  • D. Peace, Security and Cooperation Framework for the Democratic Republic of the Congo and the region
    The Peace, Security and Cooperation Framework for the Democratic Republic of the Congo and the region is a 2013 regional peace agreement aimed at addressing the root causes of conflict in eastern DRC through commitments by the DRC, neighboring states, and international partners to reforms, non-interference, and regional cooperation.
  • E. African Peace and Security Architecture
    The African Peace and Security Architecture is the African Union’s overarching framework for preventing, managing, and resolving conflicts across the African continent.
  • 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_69c68856d7808190ab33ee914640281b completed March 27, 2026, 1:38 p.m.
NER Named-entity recognition batch_69c6dbbee0e881909f78370856594cd6 completed March 27, 2026, 7:34 p.m.
NED1 Entity disambiguation (via context triple) batch_69c761d3f07081908892cdcac8e0917c completed March 28, 2026, 5:06 a.m.
NEDg Description generation batch_69c7637e42e4819082c8a01c359e11ce completed March 28, 2026, 5:13 a.m.
NED2 Entity disambiguation (via description) batch_69c76412b3248190b7515cc7dcee1e8a completed March 28, 2026, 5:16 a.m.
Created at: March 27, 2026, 2:32 p.m.