Triple

T11469311
Position Surface form Disambiguated ID Type / Status
Subject Kxoe language E271859 entity
Predicate spokenBy P2181 FINISHED
Object Khwe people
The Khwe people are an indigenous San community of southern Africa, traditionally semi-nomadic hunter-gatherers living mainly in the Okavango and Zambezi regions of Namibia, Botswana, and Angola.
E1152632 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: Khwe people | Statement: [Kxoe language, spokenBy, Khwe people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Khwe people
Context triple: [Kxoe language, spokenBy, Khwe people]
  • A. Murle people
    The Murle people are an agro-pastoral ethnic group of South Sudan, known for their cattle herding, distinctive cultural traditions, and Nilo-Saharan linguistic heritage.
  • B. Kaxabu people
    The Kaxabu people are an Indigenous group of Taiwan, traditionally living in central regions and known for their distinct culture, history, and language.
  • C. Munji people
    The Munji people are an ethnic group native to the Munjan Valley of northeastern Afghanistan, known for speaking the Munji language and maintaining distinct cultural and linguistic traditions.
  • D. Nganasan people
    The Nganasan people are an Indigenous Samoyedic ethnic group of the Siberian Arctic, traditionally semi-nomadic reindeer hunters and fishers living on the Taymyr Peninsula in northern Russia.
  • E. Kwandi people
    The Kwandi people are an ethnic subgroup within the broader Lozi cultural and linguistic community of south-central Africa, primarily associated with western Zambia and surrounding regions.
  • 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: Khwe people
Triple: [Kxoe language, spokenBy, Khwe people]
Generated description
The Khwe people are an indigenous San community of southern Africa, traditionally semi-nomadic hunter-gatherers living mainly in the Okavango and Zambezi regions of Namibia, Botswana, and Angola.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Khwe people
Target entity description: The Khwe people are an indigenous San community of southern Africa, traditionally semi-nomadic hunter-gatherers living mainly in the Okavango and Zambezi regions of Namibia, Botswana, and Angola.
  • A. Murle people
    The Murle people are an agro-pastoral ethnic group of South Sudan, known for their cattle herding, distinctive cultural traditions, and Nilo-Saharan linguistic heritage.
  • B. Kaxabu people
    The Kaxabu people are an Indigenous group of Taiwan, traditionally living in central regions and known for their distinct culture, history, and language.
  • C. Munji people
    The Munji people are an ethnic group native to the Munjan Valley of northeastern Afghanistan, known for speaking the Munji language and maintaining distinct cultural and linguistic traditions.
  • D. Nganasan people
    The Nganasan people are an Indigenous Samoyedic ethnic group of the Siberian Arctic, traditionally semi-nomadic reindeer hunters and fishers living on the Taymyr Peninsula in northern Russia.
  • E. Kwandi people
    The Kwandi people are an ethnic subgroup within the broader Lozi cultural and linguistic community of south-central Africa, primarily associated with western Zambia and surrounding regions.
  • 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_69d6aae0c8d881908a5a360c0be3242e completed April 8, 2026, 7:22 p.m.
NER Named-entity recognition batch_69d822f74144819094479690c8151073 completed April 9, 2026, 10:06 p.m.
NED1 Entity disambiguation (via context triple) batch_69ff0b2e59e88190b58fdf9d9643aef9 completed May 9, 2026, 10:23 a.m.
NEDg Description generation batch_69ff0bb903f881909619cece7def68e4 completed May 9, 2026, 10:26 a.m.
NED2 Entity disambiguation (via description) batch_69ff0c81636c81909536e69b48c5c400 completed May 9, 2026, 10:29 a.m.
Created at: April 8, 2026, 9:35 p.m.