Triple

T11868445
Position Surface form Disambiguated ID Type / Status
Subject Lozi people E282344 entity
Predicate subgroups P47820 FINISHED
Object Makoma people
The Makoma people are an ethnic subgroup of the Lozi, sharing in the broader Lozi cultural and linguistic heritage of western Zambia and surrounding regions.
E1189355 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: Makoma people | Statement: [Lozi people, subgroups, Makoma people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Makoma people
Context triple: [Lozi people, subgroups, Makoma people]
  • A. Makonde people
    The Makonde people are a Bantu ethnic group of southeastern Tanzania and northern Mozambique, renowned for their intricate woodcarvings, masks, and rich matrilineal cultural traditions.
  • B. Makua people
    The Makua people are a Bantu ethnic group of southeastern Africa, primarily in Mozambique, known for their distinct language, matrilineal traditions, and agricultural livelihoods.
  • C. Mpongwe people
    The Mpongwe people are a Bantu ethnic group of Gabon, historically known as coastal traders and early intermediaries between European merchants and inland African communities.
  • D. 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.
  • E. 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.
  • 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: Makoma people
Triple: [Lozi people, subgroups, Makoma people]
Generated description
The Makoma people are an ethnic subgroup of the Lozi, sharing in the broader Lozi cultural and linguistic heritage of western Zambia and surrounding regions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Makoma people
Target entity description: The Makoma people are an ethnic subgroup of the Lozi, sharing in the broader Lozi cultural and linguistic heritage of western Zambia and surrounding regions.
  • A. Makonde people
    The Makonde people are a Bantu ethnic group of southeastern Tanzania and northern Mozambique, renowned for their intricate woodcarvings, masks, and rich matrilineal cultural traditions.
  • B. Makua people
    The Makua people are a Bantu ethnic group of southeastern Africa, primarily in Mozambique, known for their distinct language, matrilineal traditions, and agricultural livelihoods.
  • C. Mpongwe people
    The Mpongwe people are a Bantu ethnic group of Gabon, historically known as coastal traders and early intermediaries between European merchants and inland African communities.
  • D. 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.
  • E. 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.
  • 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_69ffcf0513f88190b2405ffc32f1e9c7 completed May 10, 2026, 12:19 a.m.
NEDg Description generation batch_69ffd0bfc05881908d7223c52050ea14 completed May 10, 2026, 12:26 a.m.
NED2 Entity disambiguation (via description) batch_69ffd159dbcc81908ac586a6b8de57cf completed May 10, 2026, 12:29 a.m.
Created at: April 8, 2026, 9:43 p.m.