Triple
T5559564
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Inner Niger Delta |
E145730
|
entity |
| Predicate | usedBy |
P260
|
FINISHED |
| Object |
Bozo people
The Bozo people are a West African ethnic group of traditionally semi-nomadic fishermen and boatmen living primarily along the waterways of Mali’s Inner Niger Delta.
|
E532284
|
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: Bozo people | Statement: [Inner Niger Delta, usedBy, Bozo people]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bozo people Context triple: [Inner Niger Delta, usedBy, Bozo people]
-
A.
Bubi people
The Bubi people are an indigenous ethnic group of Bioko Island in Equatorial Guinea, known for their distinct Bantu language, traditional religious practices, and historical resistance to foreign domination.
-
B.
Bulu people
The Bulu people are a Bantu ethnic group of central and southern Cameroon known for their rich oral traditions, agriculture-based livelihoods, and cultural influence within the larger Beti-Pahuin cluster.
-
C.
Bura people
The Bura people are an ethnic group of northeastern Nigeria known for their distinct Chadic language, traditional agrarian lifestyle, and rich cultural heritage.
-
D.
Pokomo people
The Pokomo people are a Bantu ethnic group primarily living along Kenya’s Tana River, known for riverine agriculture, fishing, and a rich oral and musical heritage.
-
E.
Bisio people
The Bisio people are a Bantu-speaking ethnic group of Central Africa, primarily found in Equatorial Guinea and neighboring regions, culturally related to other coastal groups such as the Ndowe.
- 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: Bozo people Triple: [Inner Niger Delta, usedBy, Bozo people]
Generated description
The Bozo people are a West African ethnic group of traditionally semi-nomadic fishermen and boatmen living primarily along the waterways of Mali’s Inner Niger Delta.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bozo people Target entity description: The Bozo people are a West African ethnic group of traditionally semi-nomadic fishermen and boatmen living primarily along the waterways of Mali’s Inner Niger Delta.
-
A.
Bubi people
The Bubi people are an indigenous ethnic group of Bioko Island in Equatorial Guinea, known for their distinct Bantu language, traditional religious practices, and historical resistance to foreign domination.
-
B.
Bulu people
The Bulu people are a Bantu ethnic group of central and southern Cameroon known for their rich oral traditions, agriculture-based livelihoods, and cultural influence within the larger Beti-Pahuin cluster.
-
C.
Bura people
The Bura people are an ethnic group of northeastern Nigeria known for their distinct Chadic language, traditional agrarian lifestyle, and rich cultural heritage.
-
D.
Pokomo people
The Pokomo people are a Bantu ethnic group primarily living along Kenya’s Tana River, known for riverine agriculture, fishing, and a rich oral and musical heritage.
-
E.
Bisio people
The Bisio people are a Bantu-speaking ethnic group of Central Africa, primarily found in Equatorial Guinea and neighboring regions, culturally related to other coastal groups such as the Ndowe.
- 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_69c008fcaf788190bafa02a1917ee73b |
completed | March 22, 2026, 3:21 p.m. |
| NER | Named-entity recognition | batch_69c020167afc8190b0c518907cd0d99b |
completed | March 22, 2026, 5 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c028424ddc8190869b530a8eb43f50 |
completed | March 22, 2026, 5:34 p.m. |
| NEDg | Description generation | batch_69c0349f64c0819083b39d8b7960a393 |
completed | March 22, 2026, 6:27 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c0354e95808190b4386e2796291dba |
completed | March 22, 2026, 6:30 p.m. |
Created at: March 22, 2026, 3:36 p.m.