Triple

T16767754
Position Surface form Disambiguated ID Type / Status
Subject Kugbo language E407510 entity
Predicate ethnicGroup P194 FINISHED
Object Kugbo people
The Kugbo people are an indigenous ethnic group of Nigeria known for their distinct Kugbo language and cultural traditions.
E1326257 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: Kugbo people | Statement: [Kugbo language, ethnicGroup, Kugbo people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Kugbo people
Context triple: [Kugbo language, ethnicGroup, Kugbo people]
  • A. Urhobo people
    The Urhobo people are a major ethnic group in southern Nigeria, primarily inhabiting Delta State, known for their rich cultural traditions, language, and involvement in the oil-producing Niger Delta region.
  • B. Ilaje people
    The Ilaje people are a coastal Yoruba subgroup in southwestern Nigeria, traditionally known for fishing, seafaring, and riverine trade along the Atlantic coastline.
  • C. Opobo people
    The Opobo people are a Niger Delta ethnic group in southeastern Nigeria, historically known for their coastal trading communities and involvement in anti-colonial resistance.
  • D. Ibibio people
    The Ibibio people are one of the largest ethnic groups in southeastern Nigeria, known for their rich artistic traditions, complex religious beliefs, and influential role in the cultural and political history of the Niger Delta region.
  • E. Ukwuani people
    The Ukwuani people are a distinct Igbo-speaking ethnic group of southern Nigeria, primarily known for their unique dialect, cultural traditions, and presence in parts of Delta State.
  • 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: Kugbo people
Triple: [Kugbo language, ethnicGroup, Kugbo people]
Generated description
The Kugbo people are an indigenous ethnic group of Nigeria known for their distinct Kugbo language and cultural traditions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Kugbo people
Target entity description: The Kugbo people are an indigenous ethnic group of Nigeria known for their distinct Kugbo language and cultural traditions.
  • A. Urhobo people
    The Urhobo people are a major ethnic group in southern Nigeria, primarily inhabiting Delta State, known for their rich cultural traditions, language, and involvement in the oil-producing Niger Delta region.
  • B. Ilaje people
    The Ilaje people are a coastal Yoruba subgroup in southwestern Nigeria, traditionally known for fishing, seafaring, and riverine trade along the Atlantic coastline.
  • C. Opobo people
    The Opobo people are a Niger Delta ethnic group in southeastern Nigeria, historically known for their coastal trading communities and involvement in anti-colonial resistance.
  • D. Ibibio people
    The Ibibio people are one of the largest ethnic groups in southeastern Nigeria, known for their rich artistic traditions, complex religious beliefs, and influential role in the cultural and political history of the Niger Delta region.
  • E. Ukwuani people
    The Ukwuani people are a distinct Igbo-speaking ethnic group of southern Nigeria, primarily known for their unique dialect, cultural traditions, and presence in parts of Delta State.
  • 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_69d8839174188190909f190097207065 completed April 10, 2026, 4:58 a.m.
NER Named-entity recognition batch_69e3b033d6b88190a1366a58d63b0546 completed April 18, 2026, 4:24 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 10, 2026, 5:21 a.m.