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.