Triple

T13576413
Position Surface form Disambiguated ID Type / Status
Subject Bekwarra people E324296 entity
Predicate neighbouringGroup P5965 FINISHED
Object Ogoja people
The Ogoja people are an ethnic group from southeastern Nigeria, known for their distinct language, cultural traditions, and historical presence in what is now Cross River State.
E1065098 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: Ogoja people | Statement: [Bekwarra people, neighbouringGroup, Ogoja people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ogoja people
Context triple: [Bekwarra people, neighbouringGroup, Ogoja people]
  • A. Kalabari people
    The Kalabari people are an Ijaw ethnic group of the Niger Delta region in Nigeria, known for their riverine trading heritage, elaborate masquerades, and rich artistic and cultural traditions.
  • B. Egba people
    The Egba people are a subgroup of the Yoruba ethnic group in southwestern Nigeria, historically known for their powerful kingdom and rich cultural heritage centered around the city of Abeokuta.
  • C. 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.
  • 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: Ogoja people
Triple: [Bekwarra people, neighbouringGroup, Ogoja people]
Generated description
The Ogoja people are an ethnic group from southeastern Nigeria, known for their distinct language, cultural traditions, and historical presence in what is now Cross River State.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ogoja people
Target entity description: The Ogoja people are an ethnic group from southeastern Nigeria, known for their distinct language, cultural traditions, and historical presence in what is now Cross River State.
  • A. Kalabari people
    The Kalabari people are an Ijaw ethnic group of the Niger Delta region in Nigeria, known for their riverine trading heritage, elaborate masquerades, and rich artistic and cultural traditions.
  • B. Egba people
    The Egba people are a subgroup of the Yoruba ethnic group in southwestern Nigeria, historically known for their powerful kingdom and rich cultural heritage centered around the city of Abeokuta.
  • C. 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.
  • 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_69d80769100c819099111274614f5ed2 completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69dbb02de1988190af2d473973ecd529 completed April 12, 2026, 2:46 p.m.
NED1 Entity disambiguation (via context triple) batch_69f7c0d759fc81908c327850a4836ecd completed May 3, 2026, 9:40 p.m.
NEDg Description generation batch_69f7c18a032481909fc1e97883062170 completed May 3, 2026, 9:43 p.m.
NED2 Entity disambiguation (via description) batch_69f7c21231f48190ae6e2bdb2bbc0afd completed May 3, 2026, 9:45 p.m.
Created at: April 9, 2026, 9:48 p.m.