Triple

T14010459
Position Surface form Disambiguated ID Type / Status
Subject Middle Belt peoples of Nigeria E337063 entity
Predicate includesEthnicGroup P1898 FINISHED
Object Kagoro people
The Kagoro people are an ethnic group indigenous to southern Kaduna State in Nigeria’s Middle Belt, known for their distinct language, rich cultural traditions, and historical presence in the Kagoro (Gworok) hills region.
E1260049 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: Kagoro people | Statement: [Middle Belt peoples of Nigeria, includesEthnicGroup, Kagoro people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Kagoro people
Context triple: [Middle Belt peoples of Nigeria, includesEthnicGroup, Kagoro people]
  • A. Kichai people
    The Kichai people are a Native American tribe of the Southern Plains region, historically known for their Caddoan language and cultural ties to neighboring Wichita and other Caddoan-speaking groups.
  • B. Keiyo people
    The Keiyo people are an ethnic community in Kenya, primarily inhabiting the Elgeyo-Marakwet region, known for their Kalenjin cultural heritage and strong traditions in agriculture and distance running.
  • C. Hambukushu people
    The Hambukushu people are a Bantu-speaking ethnic group of northwestern Botswana and neighboring regions, traditionally known as riverine farmers, fishers, and hunters with a rich cultural heritage closely tied to the Okavango waterways.
  • D. Kankuamo people
    The Kankuamo people are an Indigenous group of the Sierra Nevada de Santa Marta in northern Colombia, closely related culturally and linguistically to other Arhuaco-speaking communities of the region.
  • E. Chimariko people
    The Chimariko people are an Indigenous group native to northwestern California, historically living along the Trinity River and known for their distinct language and traditional riverine lifeways.
  • 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: Kagoro people
Triple: [Middle Belt peoples of Nigeria, includesEthnicGroup, Kagoro people]
Generated description
The Kagoro people are an ethnic group indigenous to southern Kaduna State in Nigeria’s Middle Belt, known for their distinct language, rich cultural traditions, and historical presence in the Kagoro (Gworok) hills region.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Kagoro people
Target entity description: The Kagoro people are an ethnic group indigenous to southern Kaduna State in Nigeria’s Middle Belt, known for their distinct language, rich cultural traditions, and historical presence in the Kagoro (Gworok) hills region.
  • A. Kichai people
    The Kichai people are a Native American tribe of the Southern Plains region, historically known for their Caddoan language and cultural ties to neighboring Wichita and other Caddoan-speaking groups.
  • B. Keiyo people
    The Keiyo people are an ethnic community in Kenya, primarily inhabiting the Elgeyo-Marakwet region, known for their Kalenjin cultural heritage and strong traditions in agriculture and distance running.
  • C. Hambukushu people
    The Hambukushu people are a Bantu-speaking ethnic group of northwestern Botswana and neighboring regions, traditionally known as riverine farmers, fishers, and hunters with a rich cultural heritage closely tied to the Okavango waterways.
  • D. Kankuamo people
    The Kankuamo people are an Indigenous group of the Sierra Nevada de Santa Marta in northern Colombia, closely related culturally and linguistically to other Arhuaco-speaking communities of the region.
  • E. Chimariko people
    The Chimariko people are an Indigenous group native to northwestern California, historically living along the Trinity River and known for their distinct language and traditional riverine lifeways.
  • 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_6a01792dc0b08190a0871959ce752313 completed May 11, 2026, 6:37 a.m.
NEDg Description generation batch_6a0179f16af481909f409adb5367f021 completed May 11, 2026, 6:40 a.m.
NED2 Entity disambiguation (via description) batch_6a017ad8480881909ca9a9982585b08d completed May 11, 2026, 6:44 a.m.
Created at: April 9, 2026, 10:19 p.m.