Triple

T3327284
Position Surface form Disambiguated ID Type / Status
Subject Jigawa State E69944 entity
Predicate sharesCulturalArea P33545 FINISHED
Object Hausa–Fulani cultural region E60338 NE FINISHED

How this triple was built (3 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–Fulani cultural region | Statement: [Jigawa State, sharesCulturalArea, Hausa–Fulani cultural region]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hausa–Fulani cultural region
Context triple: [Jigawa State, sharesCulturalArea, Hausa–Fulani cultural region]
  • A. 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.
  • B. Hausa-Fulani chosen
    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 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.
  • D. 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.
  • E. Northern Nigeria
    Northern Nigeria is the predominantly Muslim, Hausa-Fulani–dominated northern part of Nigeria, known for its distinct cultural, religious, and historical identity within the country.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: sharesCulturalArea
Context triple: [Jigawa State, sharesCulturalArea, Hausa–Fulani cultural region]
  • A. culturalRegion
    Indicates that an entity is located in, associated with, or belongs to a specific cultural region or cultural area.
  • B. regionOfCulturalImpact
    Indicates the geographic area where an entity’s cultural influence, activities, or effects are most significantly felt or observed.
  • C. hasCulturalRelation
    Indicates a relationship in which entities are connected through shared, influencing, or interacting cultural practices, values, traditions, or expressions.
  • D. culturallySimilarTo
    Indicates that two entities share comparable cultural characteristics, practices, or values.
  • E. shareCultureWith chosen
    Indicates that two entities mutually participate in, express, or are influenced by the same cultural practices, values, or traditions.
  • F. None of above.

Provenance (4 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_69ad85a1829881908942c14075644d0d completed March 8, 2026, 2:20 p.m.
NER Named-entity recognition batch_69adb16f61248190bab10f4ac9e066f7 completed March 8, 2026, 5:27 p.m.
NED1 Entity disambiguation (via context triple) batch_69b31a7ce34c81908df0c30a41fd925c completed March 12, 2026, 7:56 p.m.
PD Predicate disambiguation batch_69ada42a19348190a3862ce02451f4aa completed March 8, 2026, 4:30 p.m.
Created at: March 8, 2026, 3:12 p.m.