Triple
T11115104
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Lake Chad Basin Commission |
E262865
|
entity |
| Predicate | hasProgram |
P178
|
FINISHED |
| Object |
Lake Chad Basin Regional Stabilization Strategy
The Lake Chad Basin Regional Stabilization Strategy is a coordinated, multi-country framework designed to address insecurity, humanitarian crises, and long-term development challenges in the Lake Chad Basin region.
|
E905191
|
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: Lake Chad Basin Regional Stabilization Strategy | Statement: [Lake Chad Basin Commission, hasProgram, Lake Chad Basin Regional Stabilization Strategy]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Lake Chad Basin Regional Stabilization Strategy Context triple: [Lake Chad Basin Commission, hasProgram, Lake Chad Basin Regional Stabilization Strategy]
-
A.
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.
-
B.
Lake Chad Basin Commission
The Lake Chad Basin Commission is a regional intergovernmental organization that coordinates water resource management, environmental protection, and development efforts among countries sharing the Lake Chad Basin.
-
C.
Niger Basin Water Charter
The Niger Basin Water Charter is a regional legal and institutional framework that governs the cooperative, sustainable, and equitable management of water resources shared by the countries of the Niger River Basin.
-
D.
Lake Chad basin
The Lake Chad basin is a large, landlocked drainage region in north-central Africa encompassing parts of Chad, Nigeria, Niger, Cameroon, and surrounding countries, centered around Lake Chad and its river systems.
-
E.
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.
- 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: Lake Chad Basin Regional Stabilization Strategy Triple: [Lake Chad Basin Commission, hasProgram, Lake Chad Basin Regional Stabilization Strategy]
Generated description
The Lake Chad Basin Regional Stabilization Strategy is a coordinated, multi-country framework designed to address insecurity, humanitarian crises, and long-term development challenges in the Lake Chad Basin region.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Lake Chad Basin Regional Stabilization Strategy Target entity description: The Lake Chad Basin Regional Stabilization Strategy is a coordinated, multi-country framework designed to address insecurity, humanitarian crises, and long-term development challenges in the Lake Chad Basin region.
-
A.
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.
-
B.
Lake Chad Basin Commission
The Lake Chad Basin Commission is a regional intergovernmental organization that coordinates water resource management, environmental protection, and development efforts among countries sharing the Lake Chad Basin.
-
C.
Niger Basin Water Charter
The Niger Basin Water Charter is a regional legal and institutional framework that governs the cooperative, sustainable, and equitable management of water resources shared by the countries of the Niger River Basin.
-
D.
Lake Chad basin
The Lake Chad basin is a large, landlocked drainage region in north-central Africa encompassing parts of Chad, Nigeria, Niger, Cameroon, and surrounding countries, centered around Lake Chad and its river systems.
-
E.
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.
- 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_69d6aa9b46cc8190b19f9f0cc45bf322 |
completed | April 8, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69d79aa7254c8190abce35696ad2be03 |
completed | April 9, 2026, 12:25 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e42d7da99881908d38ea66c37dfb92 |
completed | April 19, 2026, 1:18 a.m. |
| NEDg | Description generation | batch_69e42e67724481908bd9e73487a80d44 |
completed | April 19, 2026, 1:22 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69e4308103c48190b32ee3047d9a0860 |
completed | April 19, 2026, 1:31 a.m. |
Created at: April 8, 2026, 9:27 p.m.