Triple

T12225888

Position	Surface form	Disambiguated ID	Type / Status
Subject	Ekpeye	`E291350`	entity
Predicate	partOf	`P40`	FINISHED
Object	Nigerian ethnic groups Nigerian ethnic groups are the diverse indigenous communities of Nigeria, each with distinct languages, cultures, and histories that collectively shape the country’s social and cultural landscape.	`E972786`	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: Nigerian ethnic groups | Statement: [Ekpeye, partOf, Nigerian ethnic groups]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: Nigerian ethnic groups
Context triple: [Ekpeye, partOf, Nigerian ethnic groups]

A. Niger Delta ethnic groups
The Niger Delta ethnic groups are a diverse collection of indigenous peoples in Nigeria’s oil-rich Niger Delta region, known for their distinct languages, cultures, and histories shaped by riverine environments and resource-based conflicts.
B. Middle Belt peoples of Nigeria
The Middle Belt peoples of Nigeria are a diverse collection of ethnic and linguistic groups located in central Nigeria, known for their cultural plurality and position between the predominantly Muslim north and predominantly Christian south.
C. Ijaw people
The Ijaw people are one of the largest ethnic groups in the Niger Delta region of Nigeria, known for their riverine culture, fishing-based livelihoods, and significant role in the country’s oil-producing areas.
D. 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.
E. 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.
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: Nigerian ethnic groups
Triple: [Ekpeye, partOf, Nigerian ethnic groups]

Generated description

Nigerian ethnic groups are the diverse indigenous communities of Nigeria, each with distinct languages, cultures, and histories that collectively shape the country’s social and cultural landscape.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: Nigerian ethnic groups
Target entity description: Nigerian ethnic groups are the diverse indigenous communities of Nigeria, each with distinct languages, cultures, and histories that collectively shape the country’s social and cultural landscape.

A. Niger Delta ethnic groups
The Niger Delta ethnic groups are a diverse collection of indigenous peoples in Nigeria’s oil-rich Niger Delta region, known for their distinct languages, cultures, and histories shaped by riverine environments and resource-based conflicts.
B. Middle Belt peoples of Nigeria
The Middle Belt peoples of Nigeria are a diverse collection of ethnic and linguistic groups located in central Nigeria, known for their cultural plurality and position between the predominantly Muslim north and predominantly Christian south.
C. Ijaw people
The Ijaw people are one of the largest ethnic groups in the Niger Delta region of Nigeria, known for their riverine culture, fishing-based livelihoods, and significant role in the country’s oil-producing areas.
D. 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.
E. 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.
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_69d6ab668acc8190963ba424049d6aee`	completed	April 8, 2026, 7:24 p.m.
NER	Named-entity recognition	`batch_69d91ca2101c8190955c36704935036a`	completed	April 10, 2026, 3:52 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69f60aa9023881909f8373e02d2cad4b`	completed	May 2, 2026, 2:31 p.m.
NEDg	Description generation	`batch_69f61a13fd1481908a06ca65b276e0e1`	completed	May 2, 2026, 3:36 p.m.
NED2	Entity disambiguation (via description)	`batch_69f61ad2bd0c8190ada37bc1f8ae160f`	completed	May 2, 2026, 3:40 p.m.

Created at: April 8, 2026, 9:51 p.m.