Triple

T12489092
Position Surface form Disambiguated ID Type / Status
Subject Ikwuano E298514 entity
Predicate hasEthnicGroup P1898 FINISHED
Object Ikwuano people
The Ikwuano people are a subgroup of the Igbo ethnic nationality in southeastern Nigeria, known for their rich agricultural traditions, vibrant festivals, and strong communal culture.
E1235808 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: Ikwuano people | Statement: [Ikwuano, hasEthnicGroup, Ikwuano people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ikwuano people
Context triple: [Ikwuano, hasEthnicGroup, Ikwuano people]
  • A. 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.
  • B. 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.
  • C. Ijesa people
    The Ijesa people are a subgroup of the Yoruba ethnic group in southwestern Nigeria, known for their rich cultural heritage, distinct dialect, and historical kingdom centered around Ilesa.
  • D. Ndowe people
    The Ndowe people are a coastal Bantu ethnic group of Equatorial Guinea known for their fishing traditions, maritime culture, and historical interactions with European colonizers.
  • E. Nok people
    The Nok people were an ancient West African culture in what is now central Nigeria, renowned for their early ironworking and distinctive terracotta sculptures dating back to around 1000 BCE.
  • 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: Ikwuano people
Triple: [Ikwuano, hasEthnicGroup, Ikwuano people]
Generated description
The Ikwuano people are a subgroup of the Igbo ethnic nationality in southeastern Nigeria, known for their rich agricultural traditions, vibrant festivals, and strong communal culture.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ikwuano people
Target entity description: The Ikwuano people are a subgroup of the Igbo ethnic nationality in southeastern Nigeria, known for their rich agricultural traditions, vibrant festivals, and strong communal culture.
  • A. 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.
  • B. 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.
  • C. Ijesa people
    The Ijesa people are a subgroup of the Yoruba ethnic group in southwestern Nigeria, known for their rich cultural heritage, distinct dialect, and historical kingdom centered around Ilesa.
  • D. Ndowe people
    The Ndowe people are a coastal Bantu ethnic group of Equatorial Guinea known for their fishing traditions, maritime culture, and historical interactions with European colonizers.
  • E. Nok people
    The Nok people were an ancient West African culture in what is now central Nigeria, renowned for their early ironworking and distinctive terracotta sculptures dating back to around 1000 BCE.
  • 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_69d6ada377208190a36011199a4d8558 completed April 8, 2026, 7:33 p.m.
NER Named-entity recognition batch_69d94de1db9481909ddf70eb81cdb714 completed April 10, 2026, 7:22 p.m.
NED1 Entity disambiguation (via context triple) batch_6a00b272ea6c8190b22fd78081446701 completed May 10, 2026, 4:29 p.m.
NEDg Description generation batch_6a00b385d9ec81908aa44d64a8da53d0 completed May 10, 2026, 4:34 p.m.
NED2 Entity disambiguation (via description) batch_6a00b82b89c0819085fe73fda0d98654 completed May 10, 2026, 4:54 p.m.
Created at: April 8, 2026, 9:56 p.m.