Triple
T2365167
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Nile Basin Initiative |
E47362
|
entity |
| Predicate | predecessor |
P97
|
FINISHED |
| Object |
Undugu group
The Undugu group was a regional cooperative framework among Nile Basin countries that laid early groundwork for collaborative management and development of the river’s shared water resources.
|
E259801
|
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: Undugu group | Statement: [Nile Basin Initiative, predecessor, Undugu group]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Undugu group Context triple: [Nile Basin Initiative, predecessor, Undugu group]
-
A.
Makua group
The Makua group is a cluster of closely related Bantu-speaking ethnic communities primarily inhabiting northern Mozambique and parts of neighboring countries in southeastern Africa.
-
B.
Mischabel group
The Mischabel group is a prominent mountain massif in the Swiss Alps known for including several of the highest peaks in Switzerland, such as the Dom.
-
C.
Grupo Nohoch Mul
Grupo Nohoch Mul is a major architectural complex within the ancient Maya city of Cobá, best known for containing one of the tallest pyramids in the Yucatán Peninsula.
-
D.
Ngoni
Ngoni is a Bantu language spoken by the Ngoni people of parts of Malawi, Tanzania, Mozambique, and Zambia, reflecting historical migrations from the Zulu region.
-
E.
Banda people
The Banda people are a Central African ethnic group primarily inhabiting parts of the Central African Republic, known for their farming, hunting traditions, and distinct Central Sudanic languages.
- 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: Undugu group Triple: [Nile Basin Initiative, predecessor, Undugu group]
Generated description
The Undugu group was a regional cooperative framework among Nile Basin countries that laid early groundwork for collaborative management and development of the river’s shared water resources.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Undugu group Target entity description: The Undugu group was a regional cooperative framework among Nile Basin countries that laid early groundwork for collaborative management and development of the river’s shared water resources.
-
A.
Makua group
The Makua group is a cluster of closely related Bantu-speaking ethnic communities primarily inhabiting northern Mozambique and parts of neighboring countries in southeastern Africa.
-
B.
Mischabel group
The Mischabel group is a prominent mountain massif in the Swiss Alps known for including several of the highest peaks in Switzerland, such as the Dom.
-
C.
Grupo Nohoch Mul
Grupo Nohoch Mul is a major architectural complex within the ancient Maya city of Cobá, best known for containing one of the tallest pyramids in the Yucatán Peninsula.
-
D.
Ngoni
Ngoni is a Bantu language spoken by the Ngoni people of parts of Malawi, Tanzania, Mozambique, and Zambia, reflecting historical migrations from the Zulu region.
-
E.
Banda people
The Banda people are a Central African ethnic group primarily inhabiting parts of the Central African Republic, known for their farming, hunting traditions, and distinct Central Sudanic languages.
- 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_69a88a1a4a6081908645b0f2914521ab |
completed | March 4, 2026, 7:38 p.m. |
| NER | Named-entity recognition | batch_69abc7486cb48190acef1891cc87bdb1 |
completed | March 7, 2026, 6:35 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69aea896e0388190aabff2d70787dc43 |
completed | March 9, 2026, 11:01 a.m. |
| NEDg | Description generation | batch_69aea91ce164819091aa24b287f9fb8e |
completed | March 9, 2026, 11:03 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69aea999b864819084134c670e7c5d9c |
completed | March 9, 2026, 11:06 a.m. |
Created at: March 4, 2026, 7:55 p.m.