Triple

T5515927
Position Surface form Disambiguated ID Type / Status
Subject Niger Basin Authority E144682 entity
Predicate policyFramework P25238 FINISHED
Object Sustainable Development Action Plan of the Niger Basin
The Sustainable Development Action Plan of the Niger Basin is a long-term regional strategy that guides coordinated environmental management, economic development, and water-resource use among Niger Basin countries under the Niger Basin Authority.
E530763 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: Sustainable Development Action Plan of the Niger Basin | Statement: [Niger Basin Authority, policyFramework, Sustainable Development Action Plan of the Niger Basin]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Sustainable Development Action Plan of the Niger Basin
Context triple: [Niger Basin Authority, policyFramework, Sustainable Development Action Plan of the Niger Basin]
  • A. Nairobi Rivers Basin Programme (NRBP)
    The Nairobi Rivers Basin Programme (NRBP) is an environmental initiative focused on rehabilitating, conserving, and sustainably managing the Nairobi River and its surrounding basin.
  • B. 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.
  • C. Nile Basin Initiative
    The Nile Basin Initiative is a regional intergovernmental partnership of Nile Basin countries aimed at promoting cooperative management and sustainable development of the Nile River’s shared water resources.
  • D. United Nations Convention to Combat Desertification
    The United Nations Convention to Combat Desertification is a global environmental treaty focused on preventing land degradation and desertification, particularly in arid and semi-arid regions, to support sustainable land management and livelihoods.
  • E. EU integrated approach to the Sahel
    The EU integrated approach to the Sahel is a comprehensive European Union strategy that combines security, development, humanitarian, and diplomatic efforts to address instability and promote sustainable development across the Sahel region.
  • 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: Sustainable Development Action Plan of the Niger Basin
Triple: [Niger Basin Authority, policyFramework, Sustainable Development Action Plan of the Niger Basin]
Generated description
The Sustainable Development Action Plan of the Niger Basin is a long-term regional strategy that guides coordinated environmental management, economic development, and water-resource use among Niger Basin countries under the Niger Basin Authority.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Sustainable Development Action Plan of the Niger Basin
Target entity description: The Sustainable Development Action Plan of the Niger Basin is a long-term regional strategy that guides coordinated environmental management, economic development, and water-resource use among Niger Basin countries under the Niger Basin Authority.
  • A. Nairobi Rivers Basin Programme (NRBP)
    The Nairobi Rivers Basin Programme (NRBP) is an environmental initiative focused on rehabilitating, conserving, and sustainably managing the Nairobi River and its surrounding basin.
  • B. 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.
  • C. Nile Basin Initiative
    The Nile Basin Initiative is a regional intergovernmental partnership of Nile Basin countries aimed at promoting cooperative management and sustainable development of the Nile River’s shared water resources.
  • D. United Nations Convention to Combat Desertification
    The United Nations Convention to Combat Desertification is a global environmental treaty focused on preventing land degradation and desertification, particularly in arid and semi-arid regions, to support sustainable land management and livelihoods.
  • E. EU integrated approach to the Sahel
    The EU integrated approach to the Sahel is a comprehensive European Union strategy that combines security, development, humanitarian, and diplomatic efforts to address instability and promote sustainable development across the Sahel region.
  • 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_69c008f77ff88190b0cd50ca207295d1 completed March 22, 2026, 3:21 p.m.
NER Named-entity recognition batch_69c01f5d1d188190b3a222a9ecf2a0e6 completed March 22, 2026, 4:57 p.m.
NED1 Entity disambiguation (via context triple) batch_69c027d92e0c8190ad5552d66e370a22 completed March 22, 2026, 5:33 p.m.
NEDg Description generation batch_69c0376eea3c8190af11dbb0030cc57d completed March 22, 2026, 6:39 p.m.
NED2 Entity disambiguation (via description) batch_69c0384d023081909cb0d4ba4b80c07e completed March 22, 2026, 6:43 p.m.
Created at: March 22, 2026, 3:33 p.m.