Triple
T2760301
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Zazzau Emirate |
E61202
|
entity |
| Predicate | partOf |
P40
|
FINISHED |
| Object |
Hausa Bakwai
Hausa Bakwai refers to the traditional group of seven original Hausa city-states that formed the core of Hausa civilization in what is now northern Nigeria and southern Niger.
|
E294473
|
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: Hausa Bakwai | Statement: [Zazzau Emirate, partOf, Hausa Bakwai]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hausa Bakwai Context triple: [Zazzau Emirate, partOf, Hausa Bakwai]
-
A.
Hausa
Hausa is a major Chadic language spoken primarily in northern Nigeria and southern Niger, serving as a widespread lingua franca across West Africa.
-
B.
Hausa-Fulani
Hausa-Fulani is a major ethnolinguistic group in West Africa, predominantly Muslim and influential in the politics, culture, and commerce of northern Nigeria and surrounding regions.
-
C.
Kanuri
The Kanuri are a major ethnic group of the central Sahara and Lake Chad region, historically associated with the Kanem-Bornu Empire and known for their distinct language and Islamic cultural heritage.
-
D.
Gbaramatu Ijaw
Gbaramatu Ijaw is a subgroup of the Ijaw ethnic nationality primarily inhabiting the Gbaramatu Kingdom area of the Niger Delta in southern Nigeria, known for its rich oil-bearing lands and involvement in regional resource and environmental struggles.
-
E.
Bambara
Bambara is a major Mande language widely spoken in Mali and neighboring West African countries, serving as a key lingua franca in the region.
- 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: Hausa Bakwai Triple: [Zazzau Emirate, partOf, Hausa Bakwai]
Generated description
Hausa Bakwai refers to the traditional group of seven original Hausa city-states that formed the core of Hausa civilization in what is now northern Nigeria and southern Niger.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hausa Bakwai Target entity description: Hausa Bakwai refers to the traditional group of seven original Hausa city-states that formed the core of Hausa civilization in what is now northern Nigeria and southern Niger.
-
A.
Hausa
Hausa is a major Chadic language spoken primarily in northern Nigeria and southern Niger, serving as a widespread lingua franca across West Africa.
-
B.
Hausa-Fulani
Hausa-Fulani is a major ethnolinguistic group in West Africa, predominantly Muslim and influential in the politics, culture, and commerce of northern Nigeria and surrounding regions.
-
C.
Kanuri
The Kanuri are a major ethnic group of the central Sahara and Lake Chad region, historically associated with the Kanem-Bornu Empire and known for their distinct language and Islamic cultural heritage.
-
D.
Gbaramatu Ijaw
Gbaramatu Ijaw is a subgroup of the Ijaw ethnic nationality primarily inhabiting the Gbaramatu Kingdom area of the Niger Delta in southern Nigeria, known for its rich oil-bearing lands and involvement in regional resource and environmental struggles.
-
E.
Bambara
Bambara is a major Mande language widely spoken in Mali and neighboring West African countries, serving as a key lingua franca in the region.
- 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_69ab4b7bab6c8190a5c2efef19a8ef34 |
completed | March 6, 2026, 9:47 p.m. |
| NER | Named-entity recognition | batch_69abdd2281b8819094c22ce5e4753bd3 |
completed | March 7, 2026, 8:09 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69afbbe499148190902826dd769597d1 |
completed | March 10, 2026, 6:36 a.m. |
| NEDg | Description generation | batch_69afbc68a4148190b8c41af64bfacd64 |
completed | March 10, 2026, 6:38 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69afbd03744081908c79e88c3189467c |
completed | March 10, 2026, 6:41 a.m. |
Created at: March 6, 2026, 9:57 p.m.