Triple

T16553296
Position Surface form Disambiguated ID Type / Status
Subject Khoe E402125 entity
Predicate usedByEthnicGroup P4709 FINISHED
Object Shua people
The Shua people are an indigenous Khoisan-speaking community of hunter-gatherers and pastoralists primarily living in the Kalahari region of Botswana and neighboring areas.
 E1239188 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: Shua people | Statement: [Khoe, usedByEthnicGroup, Shua people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Shua people
Context triple: [Khoe, usedByEthnicGroup, Shua people]
  • A. Zigua people
    The Zigua people are a Bantu ethnic group of northeastern Tanzania known for their distinct language, agricultural traditions, and rich oral culture.
  • B. Shai people
    The Shai people are an indigenous ethnic group in southeastern Ghana, historically known for their hilltop settlements, rich cultural traditions, and custodianship of the Shai Hills area.
  • C. Mulao people
    The Mulao people are an ethnic minority group in southern China, primarily residing in Guangxi, known for their distinct culture, traditional agriculture, and use of a Kam–Sui language.
  • D. Shuar people
    The Shuar people are an Indigenous group of the Amazon rainforest in Ecuador and Peru, known for their distinct language, rich warrior traditions, and deep connection to the forest environment.
  • E. Annang people
    The Annang people are an ethnic group of southeastern Nigeria, culturally and linguistically related to the Ibibio-Efik cluster and known for rich oral traditions, art, and communal social structures.
  • 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: Shua people
Triple: [Khoe, usedByEthnicGroup, Shua people]
Generated description
The Shua people are an indigenous Khoisan-speaking community of hunter-gatherers and pastoralists primarily living in the Kalahari region of Botswana and neighboring areas.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Shua people
Target entity description: The Shua people are an indigenous Khoisan-speaking community of hunter-gatherers and pastoralists primarily living in the Kalahari region of Botswana and neighboring areas.
  • A. Zigua people
    The Zigua people are a Bantu ethnic group of northeastern Tanzania known for their distinct language, agricultural traditions, and rich oral culture.
  • B. Shai people
    The Shai people are an indigenous ethnic group in southeastern Ghana, historically known for their hilltop settlements, rich cultural traditions, and custodianship of the Shai Hills area.
  • C. Mulao people
    The Mulao people are an ethnic minority group in southern China, primarily residing in Guangxi, known for their distinct culture, traditional agriculture, and use of a Kam–Sui language.
  • D. Shuar people
    The Shuar people are an Indigenous group of the Amazon rainforest in Ecuador and Peru, known for their distinct language, rich warrior traditions, and deep connection to the forest environment.
  • E. Annang people
    The Annang people are an ethnic group of southeastern Nigeria, culturally and linguistically related to the Ibibio-Efik cluster and known for rich oral traditions, art, and communal social structures.
  • 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_69d88384bc30819084229e7dcdc39a41 completed April 10, 2026, 4:58 a.m.
NER Named-entity recognition batch_69e34fc737ac8190b755e2a39b6ef32b completed April 18, 2026, 9:32 a.m.
NED1 Entity disambiguation (via context triple) batch_6a00c794355881908fdec356d12a5635 completed May 10, 2026, 5:59 p.m.
NEDg Description generation batch_6a00c820f0a0819084348f8490d6c7e5 completed May 10, 2026, 6:02 p.m.
NED2 Entity disambiguation (via description) batch_6a00c88213988190b2d8f80d0fa9d15f completed May 10, 2026, 6:03 p.m.
Created at: April 10, 2026, 5:15 a.m.