Triple

T22931878
Position Surface form Disambiguated ID Type / Status
Subject Subiya language E569463 entity
Predicate ethnicGroup P194 FINISHED
Object Subiya people
The Subiya people are a Bantu-speaking ethnic group primarily living along the Zambezi River in Namibia, Botswana, and Zambia, known for their riverine agriculture, fishing, and rich oral traditions.
 E1562319 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: Subiya people | Statement: [Subiya language, ethnicGroup, Subiya people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Subiya people
Context triple: [Subiya language, ethnicGroup, Subiya people]
  • A. Lundayeh people
    The Lundayeh people are an indigenous ethnic group of the highland regions of northern Borneo, known for their distinct language, traditional agriculture, and rich cultural practices closely linked to the interior river valleys.
  • B. Shinasha people
    The Shinasha people are an indigenous ethnic group of western Ethiopia known for their distinct language, cultural traditions, and historical presence in the Benishangul-Gumuz area.
  • C. Suwawa people
    The Suwawa people are an indigenous ethnic group of northern Sulawesi, Indonesia, known for their distinct language and local cultural traditions.
  • D. Nonuya people
    The Nonuya people are an Indigenous group of the northwestern Amazon, known for their distinct language, traditional forest-based livelihoods, and close cultural ties with neighboring Huitoto communities.
  • E. Baniata people
    The Baniata people are an indigenous ethnic group of the Solomon Islands, known for their distinct language and traditional 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: Subiya people
Triple: [Subiya language, ethnicGroup, Subiya people]
Generated description
The Subiya people are a Bantu-speaking ethnic group primarily living along the Zambezi River in Namibia, Botswana, and Zambia, known for their riverine agriculture, fishing, and rich oral traditions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Subiya people
Target entity description: The Subiya people are a Bantu-speaking ethnic group primarily living along the Zambezi River in Namibia, Botswana, and Zambia, known for their riverine agriculture, fishing, and rich oral traditions.
  • A. Lundayeh people
    The Lundayeh people are an indigenous ethnic group of the highland regions of northern Borneo, known for their distinct language, traditional agriculture, and rich cultural practices closely linked to the interior river valleys.
  • B. Shinasha people
    The Shinasha people are an indigenous ethnic group of western Ethiopia known for their distinct language, cultural traditions, and historical presence in the Benishangul-Gumuz area.
  • C. Suwawa people
    The Suwawa people are an indigenous ethnic group of northern Sulawesi, Indonesia, known for their distinct language and local cultural traditions.
  • D. Nonuya people
    The Nonuya people are an Indigenous group of the northwestern Amazon, known for their distinct language, traditional forest-based livelihoods, and close cultural ties with neighboring Huitoto communities.
  • E. Baniata people
    The Baniata people are an indigenous ethnic group of the Solomon Islands, known for their distinct language and traditional 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_69e2458f7d008190901dccbaebeaba24 completed April 17, 2026, 2:37 p.m.
NER Named-entity recognition batch_69f1813260608190bb9e1ca704c7e12f completed April 29, 2026, 3:55 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0bc24cd43c81908111b62945f91dda completed May 19, 2026, 1:52 a.m.
NEDg Description generation batch_6a0bc407cd448190bd843360d65fdf22 completed May 19, 2026, 1:59 a.m.
NED2 Entity disambiguation (via description) batch_6a0bc46fd3d0819094a532a8d6a0b9b2 completed May 19, 2026, 2:01 a.m.
Created at: April 17, 2026, 3:44 p.m.