Triple

T14010455
Position Surface form Disambiguated ID Type / Status
Subject Middle Belt peoples of Nigeria E337063 entity
Predicate includesEthnicGroup P1898 FINISHED
Object Angas people
The Angas people are an ethnic group indigenous to central Nigeria, particularly in Plateau State, known for their agrarian lifestyle, rich cultural traditions, and Chadic language.
 E1348649 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: Angas people | Statement: [Middle Belt peoples of Nigeria, includesEthnicGroup, Angas people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Angas people
Context triple: [Middle Belt peoples of Nigeria, includesEthnicGroup, Angas people]
  • A. Balantak people
    The Balantak people are an indigenous ethnic group of Central Sulawesi, Indonesia, known for their distinct Austronesian language and traditional agrarian, often upland, way of life.
  • B. Angkola people
    The Angkola people are an ethnic subgroup of the Batak in North Sumatra, Indonesia, known for their distinct cultural traditions and Islamic influence.
  • C. Paramaka people
    The Paramaka people are a Maroon community in Suriname and French Guiana, descended from escaped African slaves and known for their distinct Afro-Surinamese culture and traditions.
  • D. Arakwal people
    The Arakwal people are an Aboriginal Australian group whose ancestral lands encompass the coastal region around present-day Byron Bay in New South Wales.
  • E. Datoga people
    The Datoga people are a semi-nomadic pastoralist ethnic group of northern Tanzania, known for cattle herding, metalworking, and their close interaction with neighboring hunter-gatherer groups.
  • 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: Angas people
Triple: [Middle Belt peoples of Nigeria, includesEthnicGroup, Angas people]
Generated description
The Angas people are an ethnic group indigenous to central Nigeria, particularly in Plateau State, known for their agrarian lifestyle, rich cultural traditions, and Chadic language.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Angas people
Target entity description: The Angas people are an ethnic group indigenous to central Nigeria, particularly in Plateau State, known for their agrarian lifestyle, rich cultural traditions, and Chadic language.
  • A. Balantak people
    The Balantak people are an indigenous ethnic group of Central Sulawesi, Indonesia, known for their distinct Austronesian language and traditional agrarian, often upland, way of life.
  • B. Angkola people
    The Angkola people are an ethnic subgroup of the Batak in North Sumatra, Indonesia, known for their distinct cultural traditions and Islamic influence.
  • C. Paramaka people
    The Paramaka people are a Maroon community in Suriname and French Guiana, descended from escaped African slaves and known for their distinct Afro-Surinamese culture and traditions.
  • D. Arakwal people
    The Arakwal people are an Aboriginal Australian group whose ancestral lands encompass the coastal region around present-day Byron Bay in New South Wales.
  • E. Datoga people
    The Datoga people are a semi-nomadic pastoralist ethnic group of northern Tanzania, known for cattle herding, metalworking, and their close interaction with neighboring hunter-gatherer groups.
  • 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_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_6a058296efe481908e5a19acc0d0b738 completed May 14, 2026, 8:06 a.m.
NEDg Description generation batch_6a05866776d881909723e694ab9a8674 completed May 14, 2026, 8:23 a.m.
NED2 Entity disambiguation (via description) batch_6a0586f85a448190becf166dbc584a1f completed May 14, 2026, 8:25 a.m.
Created at: April 9, 2026, 10:19 p.m.