Triple

T2435547
Position Surface form Disambiguated ID Type / Status
Subject Venda E52951 entity
Predicate spokenBy P2181 FINISHED
Object Venda people
The Venda people are a Bantu ethnic group primarily inhabiting northern South Africa, known for their rich cultural traditions, distinctive language, and vibrant artistic and musical heritage.
E266491 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: Venda people | Statement: [Venda, spokenBy, Venda people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Venda people
Context triple: [Venda, spokenBy, Venda people]
  • A. Mishing people
    The Mishing people are an indigenous Tibeto-Burman–speaking community of the Brahmaputra Valley known for their riverine settlements, agriculture, and rich folk music and dance traditions.
  • B. Evenks
    The Evenks are an Indigenous Tungusic people of northern Asia known for their traditional reindeer herding, hunting lifestyle, and rich shamanistic cultural heritage.
  • C. Traders
    Traders are individuals or entities that buy and sell financial instruments, commodities, or goods in markets to profit from price movements or arbitrage opportunities.
  • D. The Traders
    "The Traders" is a science fiction story set in Isaac Asimov's Foundation universe, focusing on the role of independent merchants in spreading the influence of the Foundation through trade and technology.
  • E. Marwaris
    Marwaris are an Indian ethnic and business community originating from the Marwar region of Rajasthan, known historically for their entrepreneurial and trading prowess across India and abroad.
  • 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: Venda people
Triple: [Venda, spokenBy, Venda people]
Generated description
The Venda people are a Bantu ethnic group primarily inhabiting northern South Africa, known for their rich cultural traditions, distinctive language, and vibrant artistic and musical heritage.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Venda people
Target entity description: The Venda people are a Bantu ethnic group primarily inhabiting northern South Africa, known for their rich cultural traditions, distinctive language, and vibrant artistic and musical heritage.
  • A. Mishing people
    The Mishing people are an indigenous Tibeto-Burman–speaking community of the Brahmaputra Valley known for their riverine settlements, agriculture, and rich folk music and dance traditions.
  • B. Evenks
    The Evenks are an Indigenous Tungusic people of northern Asia known for their traditional reindeer herding, hunting lifestyle, and rich shamanistic cultural heritage.
  • C. Traders
    Traders are individuals or entities that buy and sell financial instruments, commodities, or goods in markets to profit from price movements or arbitrage opportunities.
  • D. The Traders
    "The Traders" is a science fiction story set in Isaac Asimov's Foundation universe, focusing on the role of independent merchants in spreading the influence of the Foundation through trade and technology.
  • E. Marwaris
    Marwaris are an Indian ethnic and business community originating from the Marwar region of Rajasthan, known historically for their entrepreneurial and trading prowess across India and abroad.
  • 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_69ab4959bcc0819083246f9fb10439e3 completed March 6, 2026, 9:38 p.m.
NER Named-entity recognition batch_69abc9cd49b48190bff10a5ab7cef483 completed March 7, 2026, 6:46 a.m.
NED1 Entity disambiguation (via context triple) batch_69aebf6e23088190b0ce2feaa3eddda4 completed March 9, 2026, 12:39 p.m.
NEDg Description generation batch_69aec7eb422c8190a568a8e1e98cbca8 completed March 9, 2026, 1:15 p.m.
NED2 Entity disambiguation (via description) batch_69aecc1438588190a87c15cbfe48ba7f completed March 9, 2026, 1:33 p.m.
Created at: March 6, 2026, 9:43 p.m.