Triple
T2964531
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Pulaar |
E80128
|
entity |
| Predicate | ethnolinguisticGroup |
P3349
|
FINISHED |
| Object |
Toucouleur people
The Toucouleur people are a West African ethnic group, primarily Muslim, historically centered along the Senegal River and known for their role in regional trade and Islamic scholarship.
|
E346205
|
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: Toucouleur people | Statement: [Pulaar, ethnolinguisticGroup, Toucouleur people]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Toucouleur people Context triple: [Pulaar, ethnolinguisticGroup, Toucouleur people]
-
A.
Mandinka people
The Mandinka people are a major Mande-speaking ethnic group of West Africa known for their rich oral traditions, Islamic scholarship, and historical role in the Mali Empire.
-
B.
Ikwerre people
The Ikwerre people are an ethnic group native to the Niger Delta region of Rivers State in southern Nigeria, known for their distinct language, rich cultural traditions, and involvement in the politics and oil economy of the area.
-
C.
Bembe people
The Bembe people are a Bantu ethnic group of Central and East Africa, traditionally inhabiting areas around Lake Tanganyika and known for farming, fishing, and rich musical and ritual traditions.
-
D.
Toubou people
The Toubou people are a traditionally nomadic ethnic group of herders and traders native to the central Sahara, primarily in Chad, Niger, and Libya.
-
E.
Lozi people
The Lozi people are a Bantu-speaking ethnic group primarily inhabiting western Zambia, known for their centralized monarchy under the Litunga and their annual Kuomboka ceremony marking the Zambezi River’s flood season.
- 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: Toucouleur people Triple: [Pulaar, ethnolinguisticGroup, Toucouleur people]
Generated description
The Toucouleur people are a West African ethnic group, primarily Muslim, historically centered along the Senegal River and known for their role in regional trade and Islamic scholarship.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Toucouleur people Target entity description: The Toucouleur people are a West African ethnic group, primarily Muslim, historically centered along the Senegal River and known for their role in regional trade and Islamic scholarship.
-
A.
Mandinka people
The Mandinka people are a major Mande-speaking ethnic group of West Africa known for their rich oral traditions, Islamic scholarship, and historical role in the Mali Empire.
-
B.
Ikwerre people
The Ikwerre people are an ethnic group native to the Niger Delta region of Rivers State in southern Nigeria, known for their distinct language, rich cultural traditions, and involvement in the politics and oil economy of the area.
-
C.
Bembe people
The Bembe people are a Bantu ethnic group of Central and East Africa, traditionally inhabiting areas around Lake Tanganyika and known for farming, fishing, and rich musical and ritual traditions.
-
D.
Toubou people
The Toubou people are a traditionally nomadic ethnic group of herders and traders native to the central Sahara, primarily in Chad, Niger, and Libya.
-
E.
Lozi people
The Lozi people are a Bantu-speaking ethnic group primarily inhabiting western Zambia, known for their centralized monarchy under the Litunga and their annual Kuomboka ceremony marking the Zambezi River’s flood season.
- 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_69ad8b1341848190bd19dbf46892887d |
completed | March 8, 2026, 2:43 p.m. |
| NER | Named-entity recognition | batch_69ad9958b1e48190a77f37bf63333c5b |
completed | March 8, 2026, 3:44 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b2f3ac3bc481909bf1d220fdf06488 |
completed | March 12, 2026, 5:11 p.m. |
| NEDg | Description generation | batch_69b2fa1dafe8819094905ac930fd1761 |
completed | March 12, 2026, 5:38 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b312b273b48190a949e61b87722084 |
completed | March 12, 2026, 7:23 p.m. |
Created at: March 8, 2026, 2:58 p.m.