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.