Triple
T3165389
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Katsina Emirate |
E66198
|
entity |
| Predicate | culturalSphere |
P14191
|
FINISHED |
| Object |
Hausa cultural area
The Hausa cultural area is a historic region of West Africa where the Hausa people share a common language, Islamic traditions, and closely related social, political, and artistic practices.
|
E292609
|
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 cultural area | Statement: [Katsina Emirate, culturalSphere, Hausa cultural area]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hausa cultural area Context triple: [Katsina Emirate, culturalSphere, Hausa cultural area]
-
A.
Hausa city-states
The Hausa city-states were a network of powerful, walled urban centers in what is now northern Nigeria and surrounding regions, known for their role as hubs of trans-Saharan trade, Islamic scholarship, and Hausa culture before colonial rule.
-
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.
Hausa people
The Hausa people are one of the largest ethnic groups in Africa, predominantly Muslim and known for their rich trading history, vibrant language, and influential cultural traditions across the Sahel region.
-
D.
West Chadic
West Chadic is a major branch of the Chadic languages within the Afroasiatic family, encompassing languages such as Hausa spoken primarily in West Africa.
-
E.
Hausa architecture
Hausa architecture is a traditional West African building style characterized by intricate mud-brick structures, ornate geometric facades, and distinctive mosque and palace designs found across historic Hausa city-states.
- 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 cultural area Triple: [Katsina Emirate, culturalSphere, Hausa cultural area]
Generated description
The Hausa cultural area is a historic region of West Africa where the Hausa people share a common language, Islamic traditions, and closely related social, political, and artistic practices.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hausa cultural area Target entity description: The Hausa cultural area is a historic region of West Africa where the Hausa people share a common language, Islamic traditions, and closely related social, political, and artistic practices.
-
A.
Hausa city-states
chosen
The Hausa city-states were a network of powerful, walled urban centers in what is now northern Nigeria and surrounding regions, known for their role as hubs of trans-Saharan trade, Islamic scholarship, and Hausa culture before colonial rule.
-
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.
Hausa people
The Hausa people are one of the largest ethnic groups in Africa, predominantly Muslim and known for their rich trading history, vibrant language, and influential cultural traditions across the Sahel region.
-
D.
West Chadic
West Chadic is a major branch of the Chadic languages within the Afroasiatic family, encompassing languages such as Hausa spoken primarily in West Africa.
-
E.
Hausa architecture
Hausa architecture is a traditional West African building style characterized by intricate mud-brick structures, ornate geometric facades, and distinctive mosque and palace designs found across historic Hausa city-states.
- 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_69ad8585d7988190af37365331093ccd |
completed | March 8, 2026, 2:19 p.m. |
| NER | Named-entity recognition | batch_69ada6424ee48190a29891ffbbc3811d |
completed | March 8, 2026, 4:39 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b235dca2848190bc2a46d6dd1c9fc7 |
completed | March 12, 2026, 3:41 a.m. |
| NEDg | Description generation | batch_69b236e4efe08190ade7c1cc4b941639 |
completed | March 12, 2026, 3:45 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b2375a75488190b3f2215c85d43f9c |
completed | March 12, 2026, 3:47 a.m. |
Created at: March 8, 2026, 3:06 p.m.