Triple

T6217901
Position Surface form Disambiguated ID Type / Status
Subject Western Region E139034 entity
Predicate containsEthnicGroup P1898 FINISHED
Object Nzema
The Nzema are an Akan-speaking ethnic group primarily inhabiting the coastal areas of southwestern Ghana and parts of southeastern Côte d’Ivoire, known for their rich cultural traditions and history.
E577152 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 | Statement: [Western Region, containsEthnicGroup, Nzema]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Nzema
Context triple: [Western Region, containsEthnicGroup, Nzema]
  • A. Nyame
    Nyame is the supreme sky god and creator in Akan religion, associated with the sun, rain, and the ordering of the universe.
  • B. Kola Kwariani
    Kola Kwariani was a Georgian-born professional wrestler and occasional actor best known for his memorable role as a chess-playing strongman in Stanley Kubrick’s film "The Killing."
  • C. Oba Ozolua
    Oba Ozolua was a powerful 15th–16th century ruler of the Kingdom of Benin, renowned for his military conquests and expansion of the empire’s influence in West Africa.
  • D. Nanumba
    The Nanumba are an ethnic group in northern Ghana known for their distinct language, chieftaincy traditions, and agrarian lifestyle.
  • E. Mongu
    Mongu is a town in western Zambia that serves as the administrative and cultural center of the Lozi people and a key hub near the Zambezi River’s Barotse Floodplain.
  • 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
Triple: [Western Region, containsEthnicGroup, Nzema]
Generated description
The Nzema are an Akan-speaking ethnic group primarily inhabiting the coastal areas of southwestern Ghana and parts of southeastern Côte d’Ivoire, known for their rich cultural traditions and history.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Nzema
Target entity description: The Nzema are an Akan-speaking ethnic group primarily inhabiting the coastal areas of southwestern Ghana and parts of southeastern Côte d’Ivoire, known for their rich cultural traditions and history.
  • A. Nyame
    Nyame is the supreme sky god and creator in Akan religion, associated with the sun, rain, and the ordering of the universe.
  • B. Kola Kwariani
    Kola Kwariani was a Georgian-born professional wrestler and occasional actor best known for his memorable role as a chess-playing strongman in Stanley Kubrick’s film "The Killing."
  • C. Oba Ozolua
    Oba Ozolua was a powerful 15th–16th century ruler of the Kingdom of Benin, renowned for his military conquests and expansion of the empire’s influence in West Africa.
  • D. Nanumba
    The Nanumba are an ethnic group in northern Ghana known for their distinct language, chieftaincy traditions, and agrarian lifestyle.
  • E. Mongu
    Mongu is a town in western Zambia that serves as the administrative and cultural center of the Lozi people and a key hub near the Zambezi River’s Barotse Floodplain.
  • 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_69c008aecb0c81909984b48f733ce8ae completed March 22, 2026, 3:20 p.m.
NER Named-entity recognition batch_69c062a35e308190be25c41b02704411 completed March 22, 2026, 9:44 p.m.
NED1 Entity disambiguation (via context triple) batch_69c20db4e0ac8190ba7bca1f9d8ac6df completed March 24, 2026, 4:06 a.m.
NEDg Description generation batch_69c20ff2bb188190baf8a849efc15f87 completed March 24, 2026, 4:15 a.m.
NED2 Entity disambiguation (via description) batch_69c21365f8f48190970555bd9593b5a4 completed March 24, 2026, 4:30 a.m.
Created at: March 22, 2026, 4:21 p.m.