Triple

T7681722
Position Surface form Disambiguated ID Type / Status
Subject Great Lakes Region of Africa E174009 entity
Predicate hasPeaceAgreement P6065 FINISHED
Object Pact on Security, Stability and Development in the Great Lakes Region
The Pact on Security, Stability and Development in the Great Lakes Region is a multilateral treaty among African states aimed at promoting peace, security, political stability, and socio-economic development in the conflict-affected Great Lakes region.
E681958 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: Pact on Security, Stability and Development in the Great Lakes Region | Statement: [Great Lakes Region of Africa, hasPeaceAgreement, Pact on Security, Stability and Development in the Great Lakes Region]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Pact on Security, Stability and Development in the Great Lakes Region
Context triple: [Great Lakes Region of Africa, hasPeaceAgreement, Pact on Security, Stability and Development in the Great Lakes Region]
  • A. 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.
  • B. 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.
  • C. Cooperative Framework Agreement on the Nile
    The Cooperative Framework Agreement on the Nile is a multilateral treaty among Nile Basin countries intended to establish principles and rules for the equitable and sustainable use and management of the Nile River’s waters.
  • D. Lusaka Protocol
    The Lusaka Protocol was a 1994 peace agreement intended to end the Angolan Civil War by integrating rebel forces into the government and establishing a framework for national reconciliation.
  • E. Acts of the East African Community
    Acts of the East African Community are regional laws enacted by the East African Legislative Assembly that govern and harmonize various policy areas among the member states of the East African Community.
  • 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: Pact on Security, Stability and Development in the Great Lakes Region
Triple: [Great Lakes Region of Africa, hasPeaceAgreement, Pact on Security, Stability and Development in the Great Lakes Region]
Generated description
The Pact on Security, Stability and Development in the Great Lakes Region is a multilateral treaty among African states aimed at promoting peace, security, political stability, and socio-economic development in the conflict-affected Great Lakes region.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Pact on Security, Stability and Development in the Great Lakes Region
Target entity description: The Pact on Security, Stability and Development in the Great Lakes Region is a multilateral treaty among African states aimed at promoting peace, security, political stability, and socio-economic development in the conflict-affected Great Lakes region.
  • A. 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.
  • B. 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.
  • C. Cooperative Framework Agreement on the Nile
    The Cooperative Framework Agreement on the Nile is a multilateral treaty among Nile Basin countries intended to establish principles and rules for the equitable and sustainable use and management of the Nile River’s waters.
  • D. Lusaka Protocol
    The Lusaka Protocol was a 1994 peace agreement intended to end the Angolan Civil War by integrating rebel forces into the government and establishing a framework for national reconciliation.
  • E. Acts of the East African Community
    Acts of the East African Community are regional laws enacted by the East African Legislative Assembly that govern and harmonize various policy areas among the member states of the East African Community.
  • 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_69c6995840408190a19de6c51090f46f completed March 27, 2026, 2:51 p.m.
NER Named-entity recognition batch_69c70201387c8190afc8479b5a9e21e8 completed March 27, 2026, 10:17 p.m.
NED1 Entity disambiguation (via context triple) batch_69c8a25304b88190920c2e4908925ce2 completed March 29, 2026, 3:53 a.m.
NEDg Description generation batch_69c8a3c18f208190bff7ebdcf7ba2be1 completed March 29, 2026, 4 a.m.
NED2 Entity disambiguation (via description) batch_69c8a7a002308190826cb99f238975c5 completed March 29, 2026, 4:16 a.m.
Created at: March 27, 2026, 4:01 p.m.