Triple

T3959372
Position Surface form Disambiguated ID Type / Status
Subject Nama E85862 entity
Predicate belongsToEthnolinguisticGroup P17311 FINISHED
Object Khoekhoe
Khoekhoe are an indigenous pastoralist people of southwestern Africa, historically known as Hottentots, who speak a Khoisan language characterized by click consonants.
E9577 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: Khoekhoe | Statement: [Nama, belongsToEthnolinguisticGroup, Khoekhoe]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Khoekhoe
Context triple: [Nama, belongsToEthnolinguisticGroup, Khoekhoe]
  • A. Sotho
    Sotho is a Bantu language of Southern Africa, primarily spoken in Lesotho and South Africa, where it serves as one of the country’s official languages.
  • B. Khoisan languages
    Khoisan languages are a group of indigenous African language families best known for their distinctive click consonants and their speakers’ long-standing presence in southern Africa.
  • C. Setswana
    Setswana is a Bantu language spoken primarily in Botswana and parts of South Africa, known for being one of the region’s major indigenous languages.
  • D. Tshivenda
    Tshivenda is a Bantu language spoken primarily by the Venda people in northern South Africa and neighboring regions.
  • E. Sotho-Tswana peoples
    The Sotho-Tswana peoples are a closely related group of Bantu-speaking ethnic communities of Southern Africa, including the Sotho, Tswana, and Pedi, known for shared linguistic, cultural, and historical traditions.
  • 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: Khoekhoe
Triple: [Nama, belongsToEthnolinguisticGroup, Khoekhoe]
Generated description
Khoekhoe are an indigenous pastoralist people of southwestern Africa, historically known as Hottentots, who speak a Khoisan language characterized by click consonants.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Khoekhoe
Target entity description: Khoekhoe are an indigenous pastoralist people of southwestern Africa, historically known as Hottentots, who speak a Khoisan language characterized by click consonants.
  • A. Sotho
    Sotho is a Bantu language of Southern Africa, primarily spoken in Lesotho and South Africa, where it serves as one of the country’s official languages.
  • B. Khoisan languages chosen
    Khoisan languages are a group of indigenous African language families best known for their distinctive click consonants and their speakers’ long-standing presence in southern Africa.
  • C. Setswana
    Setswana is a Bantu language spoken primarily in Botswana and parts of South Africa, known for being one of the region’s major indigenous languages.
  • D. Tshivenda
    Tshivenda is a Bantu language spoken primarily by the Venda people in northern South Africa and neighboring regions.
  • E. Sotho-Tswana peoples
    The Sotho-Tswana peoples are a closely related group of Bantu-speaking ethnic communities of Southern Africa, including the Sotho, Tswana, and Pedi, known for shared linguistic, cultural, and historical traditions.
  • F. None of above.

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_69aed93a96908190bcbdbfa718f155bd completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69aef95ef8988190ba504cdfc217c4fa completed March 9, 2026, 4:46 p.m.
NED1 Entity disambiguation (via context triple) batch_69b54c412f6481908e2da2e3de365f20 completed March 14, 2026, 11:53 a.m.
NEDg Description generation batch_69b54ce136c08190bfb049783e171cd0 completed March 14, 2026, 11:56 a.m.
NED2 Entity disambiguation (via description) batch_69b54d52732c8190b746ab0862976432 completed March 14, 2026, 11:58 a.m.
Created at: March 9, 2026, 3:31 p.m.