Triple

T16767878
Position Surface form Disambiguated ID Type / Status
Subject Apoi language E407514 entity
Predicate spokenBy P2181 FINISHED
Object Apoi people
The Apoi people are an ethnic group in Nigeria known for their distinct cultural traditions and use of the Apoi language.
E1569910 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: Apoi people | Statement: [Apoi language, spokenBy, Apoi people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Apoi people
Context triple: [Apoi language, spokenBy, Apoi people]
  • A. Paite people
    The Paite people are an indigenous ethnic group of the broader Kuki-Chin-Mizo family in Northeast India and neighboring regions, known for their distinct cultural traditions and Tibeto-Burman linguistic heritage.
  • B. Anuak people
    The Anuak people are a Nilotic ethnic group primarily inhabiting the Gambela region of western Ethiopia and adjacent areas of South Sudan, known for their agro-pastoral lifestyle and distinct language and culture.
  • C. Suba people
    The Suba people are a Bantu-speaking ethnic group of Kenya, primarily inhabiting islands and shores of Lake Victoria and known for their fishing culture and close interaction with neighboring Luo communities.
  • D. Aku people
    The Aku people are a West African ethnic group primarily found in The Gambia and Sierra Leone, known for their Creole heritage blending African, European, and Caribbean influences.
  • E. Maninka people
    The Maninka people are a Mande-speaking ethnic group of West Africa, primarily in Guinea, Mali, and neighboring countries, known for their rich musical traditions, historic role in the Mali Empire, and influential Islamic scholarship.
  • 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: Apoi people
Triple: [Apoi language, spokenBy, Apoi people]
Generated description
The Apoi people are an ethnic group in Nigeria known for their distinct cultural traditions and use of the Apoi language.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Apoi people
Target entity description: The Apoi people are an ethnic group in Nigeria known for their distinct cultural traditions and use of the Apoi language.
  • A. Paite people
    The Paite people are an indigenous ethnic group of the broader Kuki-Chin-Mizo family in Northeast India and neighboring regions, known for their distinct cultural traditions and Tibeto-Burman linguistic heritage.
  • B. Anuak people
    The Anuak people are a Nilotic ethnic group primarily inhabiting the Gambela region of western Ethiopia and adjacent areas of South Sudan, known for their agro-pastoral lifestyle and distinct language and culture.
  • C. Suba people
    The Suba people are a Bantu-speaking ethnic group of Kenya, primarily inhabiting islands and shores of Lake Victoria and known for their fishing culture and close interaction with neighboring Luo communities.
  • D. Aku people
    The Aku people are a West African ethnic group primarily found in The Gambia and Sierra Leone, known for their Creole heritage blending African, European, and Caribbean influences.
  • E. Maninka people
    The Maninka people are a Mande-speaking ethnic group of West Africa, primarily in Guinea, Mali, and neighboring countries, known for their rich musical traditions, historic role in the Mali Empire, and influential Islamic scholarship.
  • 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_69d8839174188190909f190097207065 completed April 10, 2026, 4:58 a.m.
NER Named-entity recognition batch_69e3b033d6b88190a1366a58d63b0546 completed April 18, 2026, 4:24 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0c158f821c81909f5d1f32beccb417 completed May 19, 2026, 7:47 a.m.
NEDg Description generation batch_6a0c1990c8bc819080706e2505a5595c completed May 19, 2026, 8:04 a.m.
NED2 Entity disambiguation (via description) batch_6a0c1a321d64819081170a82f8321cdd completed May 19, 2026, 8:07 a.m.
Created at: April 10, 2026, 5:21 a.m.