Triple

T11868446
Position Surface form Disambiguated ID Type / Status
Subject Lozi people E282344 entity
Predicate subgroups P47820 FINISHED
Object Mankoya people
The Mankoya people are an ethnic subgroup of the Lozi in western Zambia, known for their distinct language variety and cultural traditions within the broader Lozi cultural sphere.
E1194624 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: Mankoya people | Statement: [Lozi people, subgroups, Mankoya people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Mankoya people
Context triple: [Lozi people, subgroups, Mankoya people]
  • A. Keiyo people
    The Keiyo people are an ethnic community in Kenya, primarily inhabiting the Elgeyo-Marakwet region, known for their Kalenjin cultural heritage and strong traditions in agriculture and distance running.
  • B. Maiwa people
    The Maiwa people are an indigenous ethnic group known for their distinct cultural traditions and for speaking the Maiwa language.
  • C. 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.
  • D. Kankuamo people
    The Kankuamo people are an Indigenous group of the Sierra Nevada de Santa Marta in northern Colombia, closely related culturally and linguistically to other Arhuaco-speaking communities of the region.
  • E. Kamia people
    The Kamia people are an Indigenous Native American group traditionally associated with the Yuman cultural and linguistic family of the southwestern United States and northern Mexico.
  • 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: Mankoya people
Triple: [Lozi people, subgroups, Mankoya people]
Generated description
The Mankoya people are an ethnic subgroup of the Lozi in western Zambia, known for their distinct language variety and cultural traditions within the broader Lozi cultural sphere.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Mankoya people
Target entity description: The Mankoya people are an ethnic subgroup of the Lozi in western Zambia, known for their distinct language variety and cultural traditions within the broader Lozi cultural sphere.
  • A. Keiyo people
    The Keiyo people are an ethnic community in Kenya, primarily inhabiting the Elgeyo-Marakwet region, known for their Kalenjin cultural heritage and strong traditions in agriculture and distance running.
  • B. Maiwa people
    The Maiwa people are an indigenous ethnic group known for their distinct cultural traditions and for speaking the Maiwa language.
  • C. 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.
  • D. Kankuamo people
    The Kankuamo people are an Indigenous group of the Sierra Nevada de Santa Marta in northern Colombia, closely related culturally and linguistically to other Arhuaco-speaking communities of the region.
  • E. Kamia people
    The Kamia people are an Indigenous Native American group traditionally associated with the Yuman cultural and linguistic family of the southwestern United States and northern Mexico.
  • 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_69d6ab2945d081908a5851c916cbcfb5 completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d8a73c04e4819084c0b2ff8e5d2f04 completed April 10, 2026, 7:31 a.m.
NED1 Entity disambiguation (via context triple) batch_69ffeb75ea708190a30153c76cde8e79 completed May 10, 2026, 2:20 a.m.
NEDg Description generation batch_69ffec5cc1808190ae622027804b43f2 completed May 10, 2026, 2:24 a.m.
NED2 Entity disambiguation (via description) batch_69ffed56235c8190b2075cce605ecf03 completed May 10, 2026, 2:28 a.m.
Created at: April 8, 2026, 9:43 p.m.