Triple

T15407228
Position Surface form Disambiguated ID Type / Status
Subject Gwandara E368490 entity
Predicate neighboringEthnicGroup P11274 FINISHED
Object Keffi people
The Keffi people are an ethnic group in central Nigeria known for their historical emirate centered in the town of Keffi and their involvement in regional trade and politics.
E1256715 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: Keffi people | Statement: [Gwandara, neighboringEthnicGroup, Keffi people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Keffi people
Context triple: [Gwandara, neighboringEthnicGroup, Keffi people]
  • A. Lobi people
    The Lobi people are an ethnic group of West Africa, primarily found in Burkina Faso, Ghana, and Côte d’Ivoire, known for their distinctive mud architecture, wooden sculpture, and decentralized social organization.
  • B. Kainji peoples
    The Kainji peoples are a collection of related ethnic groups in northwestern and central Nigeria who speak Kainji languages, a branch of the Benue–Congo family.
  • C. Urhobo people
    The Urhobo people are a major ethnic group in southern Nigeria, primarily inhabiting Delta State, known for their rich cultural traditions, language, and involvement in the oil-producing Niger Delta region.
  • D. Nok people
    The Nok people were an ancient West African culture in what is now central Nigeria, renowned for their early ironworking and distinctive terracotta sculptures dating back to around 1000 BCE.
  • E. Kogi people
    The Kogi people are an Indigenous group from Colombia’s Sierra Nevada de Santa Marta, known for their traditional spiritual worldview and efforts to protect their ancestral lands and environment.
  • 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: Keffi people
Triple: [Gwandara, neighboringEthnicGroup, Keffi people]
Generated description
The Keffi people are an ethnic group in central Nigeria known for their historical emirate centered in the town of Keffi and their involvement in regional trade and politics.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Keffi people
Target entity description: The Keffi people are an ethnic group in central Nigeria known for their historical emirate centered in the town of Keffi and their involvement in regional trade and politics.
  • A. Lobi people
    The Lobi people are an ethnic group of West Africa, primarily found in Burkina Faso, Ghana, and Côte d’Ivoire, known for their distinctive mud architecture, wooden sculpture, and decentralized social organization.
  • B. Kainji peoples
    The Kainji peoples are a collection of related ethnic groups in northwestern and central Nigeria who speak Kainji languages, a branch of the Benue–Congo family.
  • C. Urhobo people
    The Urhobo people are a major ethnic group in southern Nigeria, primarily inhabiting Delta State, known for their rich cultural traditions, language, and involvement in the oil-producing Niger Delta region.
  • D. Nok people
    The Nok people were an ancient West African culture in what is now central Nigeria, renowned for their early ironworking and distinctive terracotta sculptures dating back to around 1000 BCE.
  • E. Kogi people
    The Kogi people are an Indigenous group from Colombia’s Sierra Nevada de Santa Marta, known for their traditional spiritual worldview and efforts to protect their ancestral lands and environment.
  • 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_69d85a16c68c819099c1b547fbc87b32 completed April 10, 2026, 2:01 a.m.
NER Named-entity recognition batch_69e03ea36c6881909eaea48e9608897a completed April 16, 2026, 1:42 a.m.
NED1 Entity disambiguation (via context triple) batch_6a015fb168548190afb975ef60fa5f3e completed May 11, 2026, 4:48 a.m.
NEDg Description generation batch_6a0161b31540819098aa6275f96433ad completed May 11, 2026, 4:57 a.m.
NED2 Entity disambiguation (via description) batch_6a016299d9ac8190be74d5db0d28ea36 completed May 11, 2026, 5:01 a.m.
Created at: April 10, 2026, 3:20 a.m.