Triple

T12296088
Position Surface form Disambiguated ID Type / Status
Subject Abdulsalami Abubakar E293089 entity
Predicate ethnicGroup P194 FINISHED
Object Gwari
Gwari are an ethnic group in central Nigeria, known for their agrarian lifestyle, distinctive cultural traditions, and presence in states such as Niger, Kaduna, and the Federal Capital Territory.
 E976241 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: Gwari | Statement: [Abdulsalami Abubakar, ethnicGroup, Gwari]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Gwari
Context triple: [Abdulsalami Abubakar, ethnicGroup, Gwari]
  • A. Gwandara
    Gwandara are an ethnic group in central Nigeria known for their distinct language and cultural traditions, primarily inhabiting parts of Nasarawa and neighboring states.
  • B. Kwoth
    Kwoth is the supreme creator and spiritual force in the traditional religion of the Nuer people of South Sudan and Ethiopia.
  • C. Jawoyn
    Jawoyn is an Aboriginal Australian people and their associated language from the Northern Territory, particularly around the Katherine region.
  • D. Kishar
    Kishar is a primordial Mesopotamian earth goddess associated with the horizon and paired with the sky god Anshar in ancient creation myths.
  • E. Guelwaar
    Guelwaar is a 1992 Senegalese film by Ousmane Sembène that satirically explores postcolonial politics, religious tensions, and foreign aid dependency in West Africa.
  • 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: Gwari
Triple: [Abdulsalami Abubakar, ethnicGroup, Gwari]
Generated description
Gwari are an ethnic group in central Nigeria, known for their agrarian lifestyle, distinctive cultural traditions, and presence in states such as Niger, Kaduna, and the Federal Capital Territory.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Gwari
Target entity description: Gwari are an ethnic group in central Nigeria, known for their agrarian lifestyle, distinctive cultural traditions, and presence in states such as Niger, Kaduna, and the Federal Capital Territory.
  • A. Gwandara
    Gwandara are an ethnic group in central Nigeria known for their distinct language and cultural traditions, primarily inhabiting parts of Nasarawa and neighboring states.
  • B. Kwoth
    Kwoth is the supreme creator and spiritual force in the traditional religion of the Nuer people of South Sudan and Ethiopia.
  • C. Jawoyn
    Jawoyn is an Aboriginal Australian people and their associated language from the Northern Territory, particularly around the Katherine region.
  • D. Kishar
    Kishar is a primordial Mesopotamian earth goddess associated with the horizon and paired with the sky god Anshar in ancient creation myths.
  • E. Guelwaar
    Guelwaar is a 1992 Senegalese film by Ousmane Sembène that satirically explores postcolonial politics, religious tensions, and foreign aid dependency in West Africa.
  • F. None of above. chosen

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_69d6ab690ad081908c0ed3870ec82d53 completed April 8, 2026, 7:24 p.m.
NER Named-entity recognition batch_69d93ed903808190b7ed90e0db3d7586 completed April 10, 2026, 6:18 p.m.
NED1 Entity disambiguation (via context triple) batch_69f61e7b88d08190a195a294a7fbd168 completed May 2, 2026, 3:55 p.m.
NEDg Description generation batch_69f620759f348190baa9af5b33d4e37f completed May 2, 2026, 4:04 p.m.
NED2 Entity disambiguation (via description) batch_69f624bf23948190b182e4c31564d210 completed May 2, 2026, 4:22 p.m.
Created at: April 8, 2026, 9:52 p.m.