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.