Triple

T340796
Position Surface form Disambiguated ID Type / Status
Subject Hausa E6832 entity
Predicate hasDialects P4251 FINISHED
Object Sokoto Hausa
Sokoto Hausa is a regional variety of the Hausa language spoken primarily around Sokoto in northwestern Nigeria, characterized by distinctive phonological and lexical features.
 E6832 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: Sokoto Hausa | Statement: [Hausa, hasDialects, Sokoto Hausa]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Sokoto Hausa
Context triple: [Hausa, hasDialects, Sokoto Hausa]
  • 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. 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.
  • C. 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.
  • D. 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.
  • E. Kano
    Kano is a major commercial and industrial city in northern Nigeria and one of the country’s oldest urban centers.
  • 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: Sokoto Hausa
Triple: [Hausa, hasDialects, Sokoto Hausa]
Generated description
Sokoto Hausa is a regional variety of the Hausa language spoken primarily around Sokoto in northwestern Nigeria, characterized by distinctive phonological and lexical features.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Sokoto Hausa
Target entity description: Sokoto Hausa is a regional variety of the Hausa language spoken primarily around Sokoto in northwestern Nigeria, characterized by distinctive phonological and lexical features.
  • 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. 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.
  • C. 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.
  • D. 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.
  • E. Kano
    Kano is a major commercial and industrial city in northern Nigeria and one of the country’s oldest urban centers.
  • 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_69a2e7951ba08190960e90823b5078f3 completed Feb. 28, 2026, 1:03 p.m.
NER Named-entity recognition batch_69a2eae611f88190955fbebe2b01835b completed Feb. 28, 2026, 1:17 p.m.
NED1 Entity disambiguation (via context triple) batch_69a3d7e8719c819099d7c362743a8108 completed March 1, 2026, 6:08 a.m.
NEDg Description generation batch_69a3d86bceac8190ad4d030b04d65616 completed March 1, 2026, 6:10 a.m.
NED2 Entity disambiguation (via description) batch_69a3d92390f08190b5a20bc4786ce44e completed March 1, 2026, 6:13 a.m.
Created at: Feb. 28, 2026, 1:08 p.m.