Triple

T11877825
Position Surface form Disambiguated ID Type / Status
Subject Annang E282576 entity
Predicate ethnolinguisticGroup P3349 FINISHED
Object Ibibio-Efik cluster
The Ibibio-Efik cluster is a group of closely related ethnic and linguistic communities of southeastern Nigeria, including the Ibibio, Efik, Annang, and others who share similar languages and cultural traditions.
E951879 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: Ibibio-Efik cluster | Statement: [Annang, ethnolinguisticGroup, Ibibio-Efik cluster]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ibibio-Efik cluster
Context triple: [Annang, ethnolinguisticGroup, Ibibio-Efik cluster]
  • A. Igbo
    The Igbo are one of the largest ethnic groups in West Africa, known for their rich cultural traditions, entrepreneurial spirit, and predominantly southeastern homeland in Nigeria.
  • B. Igbo-Etiti
    Igbo-Etiti is a local government area in southeastern Nigeria known for its predominantly Igbo population and location within Enugu State.
  • C. Mbam–Nkam languages
    The Mbam–Nkam languages are a subgroup of the Grassfields branch of Bantu-related languages spoken in western Cameroon.
  • D. Western Igbo
    Western Igbo refers to the Igbo-speaking communities located in the western part of the Igbo cultural area, particularly in present-day Delta State of Nigeria, with distinct historical and cultural ties that set them apart from other Igbo subgroups.
  • E. Efik language
    Efik language is a Niger-Congo language of southeastern Nigeria, traditionally spoken by the Efik people of the Cross River region and used historically as a regional lingua franca.
  • 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: Ibibio-Efik cluster
Triple: [Annang, ethnolinguisticGroup, Ibibio-Efik cluster]
Generated description
The Ibibio-Efik cluster is a group of closely related ethnic and linguistic communities of southeastern Nigeria, including the Ibibio, Efik, Annang, and others who share similar languages and cultural traditions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ibibio-Efik cluster
Target entity description: The Ibibio-Efik cluster is a group of closely related ethnic and linguistic communities of southeastern Nigeria, including the Ibibio, Efik, Annang, and others who share similar languages and cultural traditions.
  • A. Igbo
    The Igbo are one of the largest ethnic groups in West Africa, known for their rich cultural traditions, entrepreneurial spirit, and predominantly southeastern homeland in Nigeria.
  • B. Igbo-Etiti
    Igbo-Etiti is a local government area in southeastern Nigeria known for its predominantly Igbo population and location within Enugu State.
  • C. Mbam–Nkam languages
    The Mbam–Nkam languages are a subgroup of the Grassfields branch of Bantu-related languages spoken in western Cameroon.
  • D. Western Igbo
    Western Igbo refers to the Igbo-speaking communities located in the western part of the Igbo cultural area, particularly in present-day Delta State of Nigeria, with distinct historical and cultural ties that set them apart from other Igbo subgroups.
  • E. Efik language
    Efik language is a Niger-Congo language of southeastern Nigeria, traditionally spoken by the Efik people of the Cross River region and used historically as a regional lingua franca.
  • 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_69d6ab2945d081908a5851c916cbcfb5 completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d8be1b6a5c81909a18c54205dda09c completed April 10, 2026, 9:08 a.m.
NED1 Entity disambiguation (via context triple) batch_69f281d8c65081908ebaf4bff5670c47 completed April 29, 2026, 10:10 p.m.
NEDg Description generation batch_69f2b8b73f28819089ac252f7f823efb completed April 30, 2026, 2:04 a.m.
NED2 Entity disambiguation (via description) batch_69f2c4120f448190ac0ac944e77cb20e completed April 30, 2026, 2:53 a.m.
Created at: April 8, 2026, 9:44 p.m.