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.