Triple

T14010462
Position Surface form Disambiguated ID Type / Status
Subject Middle Belt peoples of Nigeria E337063 entity
Predicate includesEthnicGroup P1898 FINISHED
Object Afo people
The Afo people are an indigenous ethnic group of Nigeria’s Middle Belt region, known for their distinct language, cultural traditions, and agrarian lifestyle.
E1210548 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: Afo people | Statement: [Middle Belt peoples of Nigeria, includesEthnicGroup, Afo people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Afo people
Context triple: [Middle Belt peoples of Nigeria, includesEthnicGroup, Afo people]
  • A. Afizere people
    The Afizere people are an ethnic group primarily found in Nigeria’s Plateau State, known for their distinct language, rich cultural traditions, and agrarian lifestyle.
  • B. Frafra people
    The Frafra people are an ethnic group primarily inhabiting northern Ghana and southern Burkina Faso, known for their agrarian lifestyle, distinctive mud architecture, and rich traditions of music, dance, and craftwork.
  • C. Baatonu people
    The Baatonu people are a West African ethnic group primarily known for their historical kingdom of Borgu, rich oral traditions, and distinctive cultural practices in what is now Benin and Nigeria.
  • D. Aja people
    The Aja people are a West African ethnic group primarily living in southern Benin and Togo, historically influential in the formation of the Fon and Ewe peoples and known for their rich cultural traditions and role in regional kingdoms such as Allada.
  • E. Obena people
    The Obena people are an indigenous ethnic group native to Hela Province in Papua New Guinea, known for their distinct cultural traditions and local identity within the region.
  • 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: Afo people
Triple: [Middle Belt peoples of Nigeria, includesEthnicGroup, Afo people]
Generated description
The Afo people are an indigenous ethnic group of Nigeria’s Middle Belt region, known for their distinct language, cultural traditions, and agrarian lifestyle.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Afo people
Target entity description: The Afo people are an indigenous ethnic group of Nigeria’s Middle Belt region, known for their distinct language, cultural traditions, and agrarian lifestyle.
  • A. Afizere people chosen
    The Afizere people are an ethnic group primarily found in Nigeria’s Plateau State, known for their distinct language, rich cultural traditions, and agrarian lifestyle.
  • B. Frafra people
    The Frafra people are an ethnic group primarily inhabiting northern Ghana and southern Burkina Faso, known for their agrarian lifestyle, distinctive mud architecture, and rich traditions of music, dance, and craftwork.
  • C. Baatonu people
    The Baatonu people are a West African ethnic group primarily known for their historical kingdom of Borgu, rich oral traditions, and distinctive cultural practices in what is now Benin and Nigeria.
  • D. Aja people
    The Aja people are a West African ethnic group primarily living in southern Benin and Togo, historically influential in the formation of the Fon and Ewe peoples and known for their rich cultural traditions and role in regional kingdoms such as Allada.
  • E. Obena people
    The Obena people are an indigenous ethnic group native to Hela Province in Papua New Guinea, known for their distinct cultural traditions and local identity within the region.
  • 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_69d81c645c5c8190b1fd16a285a1b78a completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de2ed5cfd0819085b9c860b119a9de completed April 14, 2026, 12:11 p.m.
NED1 Entity disambiguation (via context triple) batch_6a043f0c431881909dc033b16cee1634 completed May 13, 2026, 9:06 a.m.
NEDg Description generation batch_6a04407a51608190ba78d2c5337dd13f completed May 13, 2026, 9:12 a.m.
NED2 Entity disambiguation (via description) batch_6a04412ce3d481909044236be107de8d completed May 13, 2026, 9:15 a.m.
Created at: April 9, 2026, 10:19 p.m.