Triple

T16039650
Position Surface form Disambiguated ID Type / Status
Subject Luvale people E389059 entity
Predicate alsoKnownAs P39 FINISHED
Object Luena people
The Luena people, also known as the Luvale, are a Bantu ethnic group of central-southern Africa primarily living in northwestern Zambia and eastern Angola, known for their rich oral traditions, masked dances, and matrilineal social structure.
E1209691 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: Luena people | Statement: [Luvale people, alsoKnownAs, Luena people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Luena people
Context triple: [Luvale people, alsoKnownAs, Luena people]
  • A. Huambisa people
    The Huambisa people are an indigenous group of the western Amazon, closely related to the Shuar, known for their distinct language, forest-based livelihoods, and resistance to outside encroachment.
  • B. Cuna people
    The Cuna people, also known as the Guna, are an Indigenous group of Panama and Colombia renowned for their autonomous island communities, vibrant culture, and intricate textile art called molas.
  • C. Embera Katío people
    The Embera Katío people are an Indigenous group of the Emberá nation in Colombia and Panama, known for their distinct language, traditional riverine lifestyles, and resistance to displacement from their ancestral territories.
  • D. Naso people
    The Naso people are an Indigenous group of northwestern Panama, known for their distinct language and culture and for living traditionally along the Teribe River near the Costa Rican border.
  • E. Kurumba people
    The Kurumba people are an indigenous tribal community of the Nilgiri Hills in South India, traditionally known as forest dwellers with distinct Dravidian languages and cultural practices.
  • 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: Luena people
Triple: [Luvale people, alsoKnownAs, Luena people]
Generated description
The Luena people, also known as the Luvale, are a Bantu ethnic group of central-southern Africa primarily living in northwestern Zambia and eastern Angola, known for their rich oral traditions, masked dances, and matrilineal social structure.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Luena people
Target entity description: The Luena people, also known as the Luvale, are a Bantu ethnic group of central-southern Africa primarily living in northwestern Zambia and eastern Angola, known for their rich oral traditions, masked dances, and matrilineal social structure.
  • A. Huambisa people
    The Huambisa people are an indigenous group of the western Amazon, closely related to the Shuar, known for their distinct language, forest-based livelihoods, and resistance to outside encroachment.
  • B. Cuna people
    The Cuna people, also known as the Guna, are an Indigenous group of Panama and Colombia renowned for their autonomous island communities, vibrant culture, and intricate textile art called molas.
  • C. Embera Katío people
    The Embera Katío people are an Indigenous group of the Emberá nation in Colombia and Panama, known for their distinct language, traditional riverine lifestyles, and resistance to displacement from their ancestral territories.
  • D. Naso people
    The Naso people are an Indigenous group of northwestern Panama, known for their distinct language and culture and for living traditionally along the Teribe River near the Costa Rican border.
  • E. Kurumba people
    The Kurumba people are an indigenous tribal community of the Nilgiri Hills in South India, traditionally known as forest dwellers with distinct Dravidian languages and cultural practices.
  • 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_69d86dada3808190825d5f80d72fbe88 completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e1833f84188190baa3a452df880284 completed April 17, 2026, 12:47 a.m.
NED1 Entity disambiguation (via context triple) batch_6a003546d3e081908f1244b7f4fb1067 completed May 10, 2026, 7:35 a.m.
NEDg Description generation batch_6a0035cfc31c8190a8ab73bbc1aacaca completed May 10, 2026, 7:37 a.m.
NED2 Entity disambiguation (via description) batch_6a00369714a88190a5e4733b67fdacfb completed May 10, 2026, 7:41 a.m.
Created at: April 10, 2026, 4:56 a.m.