Triple

T6472184
Position Surface form Disambiguated ID Type / Status
Subject Ngoni E145980 entity
Predicate spokenBy P2181 FINISHED
Object Ngoni people
The Ngoni people are a Bantu-speaking ethnic group in southeastern Africa, historically known for their migration and military traditions influenced by the Zulu.
E599271 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: Ngoni people | Statement: [Ngoni, spokenBy, Ngoni people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ngoni people
Context triple: [Ngoni, spokenBy, Ngoni people]
  • A. Ndoni people
    The Ndoni people are an ethnic group of the Niger Delta region of Nigeria, culturally and linguistically related to other Igboid groups and known for their riverine lifestyle and traditional institutions.
  • B. Lendu people
    The Lendu people are an agricultural ethnic group of northeastern Democratic Republic of the Congo, known for their distinct language and for their involvement in regional land and resource conflicts, particularly in Ituri.
  • C. 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.
  • D. Ovimbundu people
    The Ovimbundu people are the largest ethnic group in Angola, traditionally agriculturalists and traders concentrated in the country’s central highlands, with a distinct culture and social organization.
  • E. Dagomba people
    The Dagomba people are a major Gur-speaking ethnic group of northern Ghana and neighboring Togo, known for their centralized chieftaincy system, rich drumming traditions, and Islamic-influenced culture.
  • 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: Ngoni people
Triple: [Ngoni, spokenBy, Ngoni people]
Generated description
The Ngoni people are a Bantu-speaking ethnic group in southeastern Africa, historically known for their migration and military traditions influenced by the Zulu.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ngoni people
Target entity description: The Ngoni people are a Bantu-speaking ethnic group in southeastern Africa, historically known for their migration and military traditions influenced by the Zulu.
  • A. Ndoni people
    The Ndoni people are an ethnic group of the Niger Delta region of Nigeria, culturally and linguistically related to other Igboid groups and known for their riverine lifestyle and traditional institutions.
  • B. Lendu people
    The Lendu people are an agricultural ethnic group of northeastern Democratic Republic of the Congo, known for their distinct language and for their involvement in regional land and resource conflicts, particularly in Ituri.
  • C. 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.
  • D. Ovimbundu people
    The Ovimbundu people are the largest ethnic group in Angola, traditionally agriculturalists and traders concentrated in the country’s central highlands, with a distinct culture and social organization.
  • E. Dagomba people
    The Dagomba people are a major Gur-speaking ethnic group of northern Ghana and neighboring Togo, known for their centralized chieftaincy system, rich drumming traditions, and Islamic-influenced culture.
  • 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_69c008fec7408190af7b146dc63d9750 completed March 22, 2026, 3:21 p.m.
NER Named-entity recognition batch_69c06a3188488190a1b7452ede91ba5e completed March 22, 2026, 10:16 p.m.
NED1 Entity disambiguation (via context triple) batch_69c6cb02cb3c8190917842bb654326ee completed March 27, 2026, 6:22 p.m.
NEDg Description generation batch_69c6cc960e088190bd9643aa1c46128d completed March 27, 2026, 6:29 p.m.
NED2 Entity disambiguation (via description) batch_69c6cd4d50948190ac60ec518f00e5d8 completed March 27, 2026, 6:32 p.m.
Created at: March 22, 2026, 4:50 p.m.