Triple

T1987764
Position Surface form Disambiguated ID Type / Status
Subject West Chadic E43179 entity
Predicate notableLanguageWithMostSpeakers P11430 FINISHED
Object Hausa E6832 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 | Statement: [West Chadic, notableLanguageWithMostSpeakers, Hausa]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hausa
Context triple: [West Chadic, notableLanguageWithMostSpeakers, Hausa]
  • A. Hausa chosen
    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. 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.
  • E. Nigerian Arabic
    Nigerian Arabic is a variety of Arabic spoken in parts of Nigeria, heavily influenced by local languages and cultures and closely related to the Arabic dialects of the central Sahel.
  • 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: notableLanguageWithMostSpeakers
Context triple: [West Chadic, notableLanguageWithMostSpeakers, Hausa]
  • A. isWidelySpokenIn
    Indicates that a language is spoken by a large portion of the population across many regions or communities within a specified area.
  • B. majorityLanguageOf chosen
    Indicates that a given language is the primary or most widely spoken language within a specified group, region, or entity.
  • C. secondMostSpokenLanguage
    Indicates that the related language is the second most widely spoken language associated with the given entity (such as a country, region, or population).
  • D. rankedByNumberOfNativeSpeakers
    Indicates that entities are ordered or classified according to how many native speakers they have.
  • E. hasApproximateNativeSpeakers
    Indicates that an entity is associated with an estimated or approximate number of people who speak it as their native language.
  • 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_69a88713ddc88190a969715658ebe7a8 completed March 4, 2026, 7:25 p.m.
NER Named-entity recognition batch_69abb8ee02dc81908fec9fd8df7a4f40 completed March 7, 2026, 5:34 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae0ad7c254819091159c5362e7a293 completed March 8, 2026, 11:48 p.m.
PD Predicate disambiguation batch_69abb79ad6888190be99943a9c73cf3e completed March 7, 2026, 5:28 a.m.
Created at: March 4, 2026, 7:37 p.m.