Triple

T16617424
Position Surface form Disambiguated ID Type / Status
Subject Littoral Region of Cameroon E403729 entity
Predicate hasMajorEthnicGroup P1898 FINISHED
Object Bakoko people
The Bakoko people are a Bantu-speaking ethnic group of Cameroon known for their rich oral traditions, agriculture-based livelihoods, and cultural presence in the country’s coastal and forested areas.
E1274200 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: Bakoko people | Statement: [Littoral Region of Cameroon, hasMajorEthnicGroup, Bakoko people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Bakoko people
Context triple: [Littoral Region of Cameroon, hasMajorEthnicGroup, Bakoko people]
  • A. Ondo people
    The Ondo people are a Yoruba ethnic subgroup primarily found in southwestern Nigeria, known for their rich cultural heritage, traditional institutions, and historical kingdom centered around the city of Ondo.
  • B. Oyo people
    The Oyo people are a subgroup of the Yoruba ethnic group in southwestern Nigeria, historically known for their powerful Oyo Empire, sophisticated political system, and rich cultural traditions.
  • C. 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.
  • D. Gbagyi people
    The Gbagyi people are an ethnic group primarily found in central Nigeria, known for their agrarian lifestyle, distinctive pottery, and rich cultural traditions.
  • E. Aja people
    The Aja people are a West African ethnic group primarily living in southern Benin and Togo, historically influential in the formation of the Fon and Ewe peoples and known for their rich cultural traditions and role in regional kingdoms such as Allada.
  • 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: Bakoko people
Triple: [Littoral Region of Cameroon, hasMajorEthnicGroup, Bakoko people]
Generated description
The Bakoko people are a Bantu-speaking ethnic group of Cameroon known for their rich oral traditions, agriculture-based livelihoods, and cultural presence in the country’s coastal and forested areas.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Bakoko people
Target entity description: The Bakoko people are a Bantu-speaking ethnic group of Cameroon known for their rich oral traditions, agriculture-based livelihoods, and cultural presence in the country’s coastal and forested areas.
  • A. Ondo people
    The Ondo people are a Yoruba ethnic subgroup primarily found in southwestern Nigeria, known for their rich cultural heritage, traditional institutions, and historical kingdom centered around the city of Ondo.
  • B. Oyo people
    The Oyo people are a subgroup of the Yoruba ethnic group in southwestern Nigeria, historically known for their powerful Oyo Empire, sophisticated political system, and rich cultural traditions.
  • C. 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.
  • D. Gbagyi people
    The Gbagyi people are an ethnic group primarily found in central Nigeria, known for their agrarian lifestyle, distinctive pottery, and rich cultural traditions.
  • E. Aja people
    The Aja people are a West African ethnic group primarily living in southern Benin and Togo, historically influential in the formation of the Fon and Ewe peoples and known for their rich cultural traditions and role in regional kingdoms such as Allada.
  • 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_69d883897eb481909eaaa088ba9918d9 completed April 10, 2026, 4:58 a.m.
NER Named-entity recognition batch_69e3754ac9dc8190965197024594742b completed April 18, 2026, 12:12 p.m.
NED1 Entity disambiguation (via context triple) batch_6a01c927c7c4819091046c686600db9f completed May 11, 2026, 12:18 p.m.
NEDg Description generation batch_6a01cd5d88948190b347948b1f0584c0 completed May 11, 2026, 12:36 p.m.
NED2 Entity disambiguation (via description) batch_6a01cdca32e08190aeae5315494f9ab3 completed May 11, 2026, 12:38 p.m.
Created at: April 10, 2026, 5:17 a.m.