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.