Triple

T10713262
Position Surface form Disambiguated ID Type / Status
Subject Luyana E252594 entity
Predicate ethnicGroup P194 FINISHED
Object Luyana people
The Luyana people are a Bantu-speaking ethnic group of southwestern Africa, primarily in western Zambia, known for their role in the historical Barotse Kingdom and rich riverine cultural traditions.
E1029880 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: Luyana people | Statement: [Luyana, ethnicGroup, Luyana people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Luyana people
Context triple: [Luyana, ethnicGroup, Luyana people]
  • A. Dimasa people
    The Dimasa people are an indigenous Tibeto-Burman ethnic community of Northeast India, primarily associated with Assam and known for their distinct language, culture, and historical Dimasa kingdom.
  • B. Lakalai people
    The Lakalai people are an indigenous ethnic group of New Britain in Papua New Guinea, known for their distinct Austronesian language and rich traditional cultural practices.
  • C. Angkola people
    The Angkola people are an ethnic subgroup of the Batak in North Sumatra, Indonesia, known for their distinct cultural traditions and Islamic influence.
  • D. Nambya people
    The Nambya people are a Bantu ethnic group primarily found in northwestern Zimbabwe and northeastern Botswana, closely related culturally and linguistically to neighboring groups such as the Kalanga.
  • E. Paramaka people
    The Paramaka people are a Maroon community in Suriname and French Guiana, descended from escaped African slaves and known for their distinct Afro-Surinamese 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: Luyana people
Triple: [Luyana, ethnicGroup, Luyana people]
Generated description
The Luyana people are a Bantu-speaking ethnic group of southwestern Africa, primarily in western Zambia, known for their role in the historical Barotse Kingdom and rich riverine cultural traditions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Luyana people
Target entity description: The Luyana people are a Bantu-speaking ethnic group of southwestern Africa, primarily in western Zambia, known for their role in the historical Barotse Kingdom and rich riverine cultural traditions.
  • A. Dimasa people
    The Dimasa people are an indigenous Tibeto-Burman ethnic community of Northeast India, primarily associated with Assam and known for their distinct language, culture, and historical Dimasa kingdom.
  • B. Lakalai people
    The Lakalai people are an indigenous ethnic group of New Britain in Papua New Guinea, known for their distinct Austronesian language and rich traditional cultural practices.
  • C. Angkola people
    The Angkola people are an ethnic subgroup of the Batak in North Sumatra, Indonesia, known for their distinct cultural traditions and Islamic influence.
  • D. Nambya people
    The Nambya people are a Bantu ethnic group primarily found in northwestern Zimbabwe and northeastern Botswana, closely related culturally and linguistically to neighboring groups such as the Kalanga.
  • E. Paramaka people
    The Paramaka people are a Maroon community in Suriname and French Guiana, descended from escaped African slaves and known for their distinct Afro-Surinamese 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_69d6aa5cbabc8190973e683950d89faf completed April 8, 2026, 7:19 p.m.
NER Named-entity recognition batch_69d6fe54465081909640f6d7a2314fcb completed April 9, 2026, 1:18 a.m.
NED1 Entity disambiguation (via context triple) batch_69f70a0e90e48190af6b802697d3256f completed May 3, 2026, 8:40 a.m.
NEDg Description generation batch_69f70c42d5008190bcd6275054637448 completed May 3, 2026, 8:50 a.m.
NED2 Entity disambiguation (via description) batch_69f70ce60a7081908f9498fcfec98e90 completed May 3, 2026, 8:52 a.m.
Created at: April 8, 2026, 9:13 p.m.