Triple
T6297861
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Maroua |
E141174
|
entity |
| Predicate | hasEthnicGroup |
P1898
|
FINISHED |
| Object |
Mandara peoples
The Mandara peoples are a collection of related ethnic groups in northern Cameroon and northeastern Nigeria, known for their historic kingdoms, terraced agriculture, and distinctive cultural traditions in the Mandara Mountains region.
|
E366626
|
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: Mandara peoples | Statement: [Maroua, hasEthnicGroup, Mandara peoples]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Mandara peoples Context triple: [Maroua, hasEthnicGroup, Mandara peoples]
-
A.
Kunama people
The Kunama people are an indigenous ethnic group of the Horn of Africa, known for their distinct Nilo-Saharan language and traditional agro-pastoral lifestyle.
-
B.
Manide people
The Manide people are an indigenous Negrito ethnic group of the Philippines known for their distinct language, traditional forest-based lifestyle, and rich oral cultural heritage.
-
C.
Ngaju people
The Ngaju people are an indigenous Dayak ethnic group of central Kalimantan, Borneo, known for their rich river-based culture, traditional longhouses, and elaborate secondary burial rituals.
-
D.
Margi people
The Margi people are an ethnic group primarily inhabiting parts of northeastern Nigeria, known for their distinct Chadic language and agrarian-based culture.
-
E.
Bandari people
The Bandari people are an ethnic group native to Iran’s southern coastal regions along the Persian Gulf, known for their seafaring traditions, distinctive music and dance, and a culture shaped by centuries of maritime trade.
- 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: Mandara peoples Triple: [Maroua, hasEthnicGroup, Mandara peoples]
Generated description
The Mandara peoples are a collection of related ethnic groups in northern Cameroon and northeastern Nigeria, known for their historic kingdoms, terraced agriculture, and distinctive cultural traditions in the Mandara Mountains region.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Mandara peoples Target entity description: The Mandara peoples are a collection of related ethnic groups in northern Cameroon and northeastern Nigeria, known for their historic kingdoms, terraced agriculture, and distinctive cultural traditions in the Mandara Mountains region.
-
A.
Kunama people
The Kunama people are an indigenous ethnic group of the Horn of Africa, known for their distinct Nilo-Saharan language and traditional agro-pastoral lifestyle.
-
B.
Manide people
The Manide people are an indigenous Negrito ethnic group of the Philippines known for their distinct language, traditional forest-based lifestyle, and rich oral cultural heritage.
-
C.
Ngaju people
The Ngaju people are an indigenous Dayak ethnic group of central Kalimantan, Borneo, known for their rich river-based culture, traditional longhouses, and elaborate secondary burial rituals.
-
D.
Margi people
chosen
The Margi people are an ethnic group primarily inhabiting parts of northeastern Nigeria, known for their distinct Chadic language and agrarian-based culture.
-
E.
Bandari people
The Bandari people are an ethnic group native to Iran’s southern coastal regions along the Persian Gulf, known for their seafaring traditions, distinctive music and dance, and a culture shaped by centuries of maritime trade.
- F. None of above.
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_69c008cdf2ac8190bb640c94478fb4ed |
completed | March 22, 2026, 3:20 p.m. |
| NER | Named-entity recognition | batch_69c0643bd0748190af7abbebb6f94242 |
completed | March 22, 2026, 9:50 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c71a5cf7008190a24ecfeab5acb583 |
completed | March 28, 2026, 12:01 a.m. |
| NEDg | Description generation | batch_69c71c8f0e6081908a59f0c6ebbe5927 |
completed | March 28, 2026, 12:10 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c71f6346108190b13802a2cca38263 |
completed | March 28, 2026, 12:22 a.m. |
Created at: March 22, 2026, 4:27 p.m.