Triple

T11868448
Position Surface form Disambiguated ID Type / Status
Subject Lozi people E282344 entity
Predicate subgroups P47820 FINISHED
Object Liuwa people
The Liuwa people are a subgroup of the Lozi ethnic community of western Zambia, sharing Lozi cultural traditions while maintaining their own local identity.
E1191390 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: Liuwa people | Statement: [Lozi people, subgroups, Liuwa people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Liuwa people
Context triple: [Lozi people, subgroups, Liuwa 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. Datooga people
    The Datooga people are an agro-pastoral ethnic group of northern Tanzania known for their cattle herding, distinctive traditional dress and body markings, and use of a Southern Nilotic language.
  • C. Wilyakali people
    The Wilyakali people are an Aboriginal Australian group traditionally associated with the arid inland region around Broken Hill in far western New South Wales.
  • D. Nyambo people
    The Nyambo people are an ethnic group of the Lake Victoria region in northwestern Tanzania, closely related culturally and linguistically to neighboring Bantu groups such as the Haya.
  • E. Lumbu people
    The Lumbu people are a Bantu ethnic group of Central Africa, primarily found in Gabon and the Republic of the Congo, known for their shared cultural and linguistic heritage with neighboring groups such as the Nzebi.
  • 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: Liuwa people
Triple: [Lozi people, subgroups, Liuwa people]
Generated description
The Liuwa people are a subgroup of the Lozi ethnic community of western Zambia, sharing Lozi cultural traditions while maintaining their own local identity.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Liuwa people
Target entity description: The Liuwa people are a subgroup of the Lozi ethnic community of western Zambia, sharing Lozi cultural traditions while maintaining their own local identity.
  • 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. Datooga people
    The Datooga people are an agro-pastoral ethnic group of northern Tanzania known for their cattle herding, distinctive traditional dress and body markings, and use of a Southern Nilotic language.
  • C. Wilyakali people
    The Wilyakali people are an Aboriginal Australian group traditionally associated with the arid inland region around Broken Hill in far western New South Wales.
  • D. Nyambo people
    The Nyambo people are an ethnic group of the Lake Victoria region in northwestern Tanzania, closely related culturally and linguistically to neighboring Bantu groups such as the Haya.
  • E. Lumbu people
    The Lumbu people are a Bantu ethnic group of Central Africa, primarily found in Gabon and the Republic of the Congo, known for their shared cultural and linguistic heritage with neighboring groups such as the Nzebi.
  • 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_69ffdbb445a48190ba3dafb1f076ac83 completed May 10, 2026, 1:13 a.m.
NEDg Description generation batch_69ffdd3c77908190b55c926445724348 completed May 10, 2026, 1:19 a.m.
NED2 Entity disambiguation (via description) batch_69ffddfdd3a48190a16dab4d458dc475 completed May 10, 2026, 1:23 a.m.
Created at: April 8, 2026, 9:43 p.m.