Triple
T3209382
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | North East Nigeria |
E67241
|
entity |
| Predicate | hasEthnicGroup |
P1898
|
FINISHED |
| Object |
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.
|
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: Margi people | Statement: [North East Nigeria, hasEthnicGroup, Margi people]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Margi people Context triple: [North East Nigeria, hasEthnicGroup, Margi people]
-
A.
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.
-
B.
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.
-
C.
Kamia people
The Kamia people are an Indigenous Native American group traditionally associated with the Yuman cultural and linguistic family of the southwestern United States and northern Mexico.
-
D.
Huli people
The Huli people are an indigenous group of Papua New Guinea known for their distinctive wigmen traditions, elaborate body decoration, and subsistence gardening in the country’s central highlands.
-
E.
Sama people
The Sama people are a seafaring Austronesian ethnic group of maritime communities in the southern Philippines, Sabah, and surrounding regions, traditionally known for their boat-dwelling lifestyle and fishing-based economy.
- 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: Margi people Triple: [North East Nigeria, hasEthnicGroup, Margi people]
Generated description
The Margi people are an ethnic group primarily inhabiting parts of northeastern Nigeria, known for their distinct Chadic language and agrarian-based culture.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Margi people Target entity description: The Margi people are an ethnic group primarily inhabiting parts of northeastern Nigeria, known for their distinct Chadic language and agrarian-based culture.
-
A.
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.
-
B.
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.
-
C.
Kamia people
The Kamia people are an Indigenous Native American group traditionally associated with the Yuman cultural and linguistic family of the southwestern United States and northern Mexico.
-
D.
Huli people
The Huli people are an indigenous group of Papua New Guinea known for their distinctive wigmen traditions, elaborate body decoration, and subsistence gardening in the country’s central highlands.
-
E.
Sama people
The Sama people are a seafaring Austronesian ethnic group of maritime communities in the southern Philippines, Sabah, and surrounding regions, traditionally known for their boat-dwelling lifestyle and fishing-based economy.
- 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_69ad858ac36c81909962589cd277d6e2 |
completed | March 8, 2026, 2:19 p.m. |
| NER | Named-entity recognition | batch_69adaab701c48190b91404ab416f7ce3 |
completed | March 8, 2026, 4:58 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b38babb044819098f887ac4fb0bab2 |
completed | March 13, 2026, 3:59 a.m. |
| NEDg | Description generation | batch_69b38c9f4a088190873eeb5cd06597ea |
completed | March 13, 2026, 4:03 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b38ceb64b881908e2ba9a129ff4cc9 |
completed | March 13, 2026, 4:04 a.m. |
Created at: March 8, 2026, 3:07 p.m.