Triple

T3329446
Position Surface form Disambiguated ID Type / Status
Subject Akan people E69997 entity
Predicate notableSubgroup P4297 FINISHED
Object Nzema people
The Nzema people are an Akan ethnic group primarily inhabiting southwestern Ghana and parts of southeastern Côte d’Ivoire, known for their rich cultural traditions, coastal settlements, and historical involvement in regional trade.
E410663 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: Nzema people | Statement: [Akan people, notableSubgroup, Nzema people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Nzema people
Context triple: [Akan people, notableSubgroup, Nzema people]
  • A. 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.
  • B. Nzebi people
    The Nzebi people are a Bantu ethnic group primarily inhabiting southern Gabon and parts of the Republic of the Congo, known for their rich oral traditions, distinctive music, and woodcarving arts.
  • C. Bembe people
    The Bembe people are a Bantu ethnic group of Central and East Africa, traditionally inhabiting areas around Lake Tanganyika and known for farming, fishing, and rich musical and ritual traditions.
  • D. Ngada people
    The Ngada people are an indigenous ethnic group of central Flores in Indonesia, known for their megalithic villages, matrilineal traditions, and distinctive ritual practices.
  • E. Banjima people
    The Banjima people are an Aboriginal Australian group whose ancestral lands lie in the inland Pilbara region of Western Australia, with a distinct language, culture, and deep connection to Country.
  • 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: Nzema people
Triple: [Akan people, notableSubgroup, Nzema people]
Generated description
The Nzema people are an Akan ethnic group primarily inhabiting southwestern Ghana and parts of southeastern Côte d’Ivoire, known for their rich cultural traditions, coastal settlements, and historical involvement in regional trade.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Nzema people
Target entity description: The Nzema people are an Akan ethnic group primarily inhabiting southwestern Ghana and parts of southeastern Côte d’Ivoire, known for their rich cultural traditions, coastal settlements, and historical involvement in regional trade.
  • A. 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.
  • B. Nzebi people
    The Nzebi people are a Bantu ethnic group primarily inhabiting southern Gabon and parts of the Republic of the Congo, known for their rich oral traditions, distinctive music, and woodcarving arts.
  • C. Bembe people
    The Bembe people are a Bantu ethnic group of Central and East Africa, traditionally inhabiting areas around Lake Tanganyika and known for farming, fishing, and rich musical and ritual traditions.
  • D. Ngada people
    The Ngada people are an indigenous ethnic group of central Flores in Indonesia, known for their megalithic villages, matrilineal traditions, and distinctive ritual practices.
  • E. Banjima people
    The Banjima people are an Aboriginal Australian group whose ancestral lands lie in the inland Pilbara region of Western Australia, with a distinct language, culture, and deep connection to Country.
  • 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_69ad85a24f208190bcf83131bfed3521 completed March 8, 2026, 2:20 p.m.
NER Named-entity recognition batch_69adb171ee0881908642504ab0ac8329 completed March 8, 2026, 5:27 p.m.
NED1 Entity disambiguation (via context triple) batch_69b56275e1708190aa4b02acebb978c6 completed March 14, 2026, 1:28 p.m.
NEDg Description generation batch_69b5637cd5b881909a930ecb33eed991 completed March 14, 2026, 1:32 p.m.
NED2 Entity disambiguation (via description) batch_69b564603b4881909e80970aa21e3db4 completed March 14, 2026, 1:36 p.m.
Created at: March 8, 2026, 3:12 p.m.