Triple

T540199
Position Surface form Disambiguated ID Type / Status
Subject West Africa E12611 entity
Predicate hasEthnicGroup P1898 FINISHED
Object Igbo people
The Igbo people are one of the largest ethnic groups in Africa, known for their rich cultural traditions, entrepreneurial spirit, and historical presence primarily in southeastern Nigeria.
E71689 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: Igbo people | Statement: [West Africa, hasEthnicGroup, Igbo people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Igbo people
Context triple: [West Africa, hasEthnicGroup, Igbo people]
  • A. Ibibio people
    The Ibibio people are one of the largest ethnic groups in southeastern Nigeria, known for their rich artistic traditions, complex religious beliefs, and influential role in the cultural and political history of the Niger Delta region.
  • B. Idoma people
    The Idoma people are an ethnic group primarily located in Nigeria’s Benue State and surrounding Middle Belt areas, known for their rich oral traditions, distinctive red-and-black cultural attire, and vibrant masquerade and festival practices.
  • 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. Ogoni people
    The Ogoni people are an indigenous ethnic group in Nigeria known for their rich cultural heritage and high-profile environmental and human rights struggles against oil exploitation in their homeland.
  • E. Efik people
    The Efik people are a coastal West African ethnic group of southeastern Nigeria known historically as influential traders, cultural intermediaries, and custodians of rich artistic and linguistic traditions.
  • 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: Igbo people
Triple: [West Africa, hasEthnicGroup, Igbo people]
Generated description
The Igbo people are one of the largest ethnic groups in Africa, known for their rich cultural traditions, entrepreneurial spirit, and historical presence primarily in southeastern Nigeria.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Igbo people
Target entity description: The Igbo people are one of the largest ethnic groups in Africa, known for their rich cultural traditions, entrepreneurial spirit, and historical presence primarily in southeastern Nigeria.
  • A. Ibibio people
    The Ibibio people are one of the largest ethnic groups in southeastern Nigeria, known for their rich artistic traditions, complex religious beliefs, and influential role in the cultural and political history of the Niger Delta region.
  • B. Idoma people
    The Idoma people are an ethnic group primarily located in Nigeria’s Benue State and surrounding Middle Belt areas, known for their rich oral traditions, distinctive red-and-black cultural attire, and vibrant masquerade and festival practices.
  • 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. Ogoni people
    The Ogoni people are an indigenous ethnic group in Nigeria known for their rich cultural heritage and high-profile environmental and human rights struggles against oil exploitation in their homeland.
  • E. Efik people
    The Efik people are a coastal West African ethnic group of southeastern Nigeria known historically as influential traders, cultural intermediaries, and custodians of rich artistic and linguistic traditions.
  • 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_69a49334226c81908b0ea1689ef6aa3f completed March 1, 2026, 7:27 p.m.
NER Named-entity recognition batch_69a4985feee481908184a39210feab95 completed March 1, 2026, 7:49 p.m.
NED1 Entity disambiguation (via context triple) batch_69a4fc7b283c8190af5fb7fa649a9095 completed March 2, 2026, 2:56 a.m.
NEDg Description generation batch_69a4fd82527c81908f996fb4ac1d1000 completed March 2, 2026, 3:01 a.m.
NED2 Entity disambiguation (via description) batch_69a4fdfce6148190998b823f069cd43d completed March 2, 2026, 3:03 a.m.
Created at: March 1, 2026, 7:32 p.m.