Triple

T22930853
Position Surface form Disambiguated ID Type / Status
Subject Bamiléké E569433 entity
Predicate subGroup P20383 FINISHED
Object Baham people
The Baham people are a Bamiléké ethnic community from western Cameroon, known for their rich chieftaincy traditions, elaborate festivals, and vibrant artistic and cultural heritage.
E1562278 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: Baham people | Statement: [Bamiléké, subGroup, Baham people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Baham people
Context triple: [Bamiléké, subGroup, Baham people]
  • A. Afro-Bahamians
    Afro-Bahamians are Bahamian citizens of predominantly African descent whose culture, history, and identity are rooted in the legacy of the transatlantic slave trade and the broader Afro-Caribbean experience.
  • B. White Bermudians
    White Bermudians are residents of Bermuda of primarily European descent, historically linked to British and other European settlers and influential in the island’s cultural, social, and political development.
  • C. Afro-Antiguans and Barbudans
    Afro-Antiguans and Barbudans are people of predominantly African descent who form the largest ethnic group in the twin-island nation of Antigua and Barbuda in the Caribbean.
  • D. Afro-Barbadians
    Afro-Barbadians are Barbadian citizens of predominantly African descent whose culture, history, and identity have been shaped by the legacy of the Atlantic slave trade and the development of Barbadian society.
  • E. Afro-Kittitians and Nevisians
    Afro-Kittitians and Nevisians are people of African descent who form the majority population and cultural core of the Caribbean nation of Saint Kitts and Nevis.
  • 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: Baham people
Triple: [Bamiléké, subGroup, Baham people]
Generated description
The Baham people are a Bamiléké ethnic community from western Cameroon, known for their rich chieftaincy traditions, elaborate festivals, and vibrant artistic and cultural heritage.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Baham people
Target entity description: The Baham people are a Bamiléké ethnic community from western Cameroon, known for their rich chieftaincy traditions, elaborate festivals, and vibrant artistic and cultural heritage.
  • A. Afro-Bahamians
    Afro-Bahamians are Bahamian citizens of predominantly African descent whose culture, history, and identity are rooted in the legacy of the transatlantic slave trade and the broader Afro-Caribbean experience.
  • B. White Bermudians
    White Bermudians are residents of Bermuda of primarily European descent, historically linked to British and other European settlers and influential in the island’s cultural, social, and political development.
  • C. Afro-Antiguans and Barbudans
    Afro-Antiguans and Barbudans are people of predominantly African descent who form the largest ethnic group in the twin-island nation of Antigua and Barbuda in the Caribbean.
  • D. Afro-Barbadians
    Afro-Barbadians are Barbadian citizens of predominantly African descent whose culture, history, and identity have been shaped by the legacy of the Atlantic slave trade and the development of Barbadian society.
  • E. Afro-Kittitians and Nevisians
    Afro-Kittitians and Nevisians are people of African descent who form the majority population and cultural core of the Caribbean nation of Saint Kitts and Nevis.
  • 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_69e2458f7d008190901dccbaebeaba24 completed April 17, 2026, 2:37 p.m.
NER Named-entity recognition batch_69f18131956c8190b8c850fc1d57a119 completed April 29, 2026, 3:55 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0bc24cd43c81908111b62945f91dda completed May 19, 2026, 1:52 a.m.
NEDg Description generation batch_6a0bc407cd448190bd843360d65fdf22 completed May 19, 2026, 1:59 a.m.
NED2 Entity disambiguation (via description) batch_6a0bc46fd3d0819094a532a8d6a0b9b2 completed May 19, 2026, 2:01 a.m.
Created at: April 17, 2026, 3:44 p.m.