Triple

T9268998
Position Surface form Disambiguated ID Type / Status
Subject Ngizim E222773 entity
Predicate spokenBy P2181 FINISHED
Object Ngizim people
The Ngizim people are an ethnic group primarily found in northeastern Nigeria, known for their distinct Chadic language and rich cultural traditions.
E835539 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: Ngizim people | Statement: [Ngizim, spokenBy, Ngizim people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ngizim people
Context triple: [Ngizim, spokenBy, Ngizim people]
  • A. Zinza people
    The Zinza people are a Bantu ethnic group living primarily along the shores and islands of Lake Victoria in northwestern Tanzania, known for fishing, agriculture, and a culture closely related to other lake-shore communities.
  • B. Nyambo people
    The Nyambo people are an ethnic group of the Lake Victoria region in northwestern Tanzania, closely related culturally and linguistically to neighboring Bantu groups such as the Haya.
  • C. Achagua people
    The Achagua people are an Indigenous group of the Orinoco region in Colombia and Venezuela, traditionally semi-nomadic agriculturalists and fishers with a distinct Arawakan cultural and linguistic heritage.
  • 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. Nggela people
    The Nggela people are an indigenous ethnic group of the Solomon Islands, primarily inhabiting the Nggela (Florida) Islands and known for their distinct Austronesian culture and traditions.
  • 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: Ngizim people
Triple: [Ngizim, spokenBy, Ngizim people]
Generated description
The Ngizim people are an ethnic group primarily found in northeastern Nigeria, known for their distinct Chadic language and rich cultural traditions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ngizim people
Target entity description: The Ngizim people are an ethnic group primarily found in northeastern Nigeria, known for their distinct Chadic language and rich cultural traditions.
  • A. Zinza people
    The Zinza people are a Bantu ethnic group living primarily along the shores and islands of Lake Victoria in northwestern Tanzania, known for fishing, agriculture, and a culture closely related to other lake-shore communities.
  • B. Nyambo people
    The Nyambo people are an ethnic group of the Lake Victoria region in northwestern Tanzania, closely related culturally and linguistically to neighboring Bantu groups such as the Haya.
  • C. Achagua people
    The Achagua people are an Indigenous group of the Orinoco region in Colombia and Venezuela, traditionally semi-nomadic agriculturalists and fishers with a distinct Arawakan cultural and linguistic heritage.
  • 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. Nggela people
    The Nggela people are an indigenous ethnic group of the Solomon Islands, primarily inhabiting the Nggela (Florida) Islands and known for their distinct Austronesian culture and traditions.
  • 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_69ca841ffe208190aa7bcffbef2f8379 completed March 30, 2026, 2:09 p.m.
NER Named-entity recognition batch_69cd074ef7408190b213c09491918132 completed April 1, 2026, 11:53 a.m.
NED1 Entity disambiguation (via context triple) batch_69d2696450e4819086d5aac368127e5f completed April 5, 2026, 1:53 p.m.
NEDg Description generation batch_69d26b3e1b948190a76cf7ad91a1e0a5 completed April 5, 2026, 2:01 p.m.
NED2 Entity disambiguation (via description) batch_69d26c0c9ee88190867f8531e9ffbf27 completed April 5, 2026, 2:05 p.m.
Created at: March 30, 2026, 7:33 p.m.