Triple

T14082791
Position Surface form Disambiguated ID Type / Status
Subject Barotse Royal Establishment E338907 entity
Predicate peopleAlsoCalled P39 FINISHED
Object Barotse people
The Barotse people, also known as the Lozi, are a Bantu ethnic group of western Zambia centered in the Barotse Floodplain and historically organized under a powerful monarchy.
 E1078463 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: Barotse people | Statement: [Barotse Royal Establishment, peopleAlsoCalled, Barotse people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Barotse people
Context triple: [Barotse Royal Establishment, peopleAlsoCalled, Barotse people]
  • A. Lugbara people
    The Lugbara people are a Central Sudanic ethnic group primarily inhabiting northwestern Uganda and parts of the Democratic Republic of the Congo and South Sudan, known for their agrarian lifestyle, rich oral traditions, and distinctive cultural practices.
  • B. Temne people
    The Temne people are one of the largest ethnic groups in Sierra Leone, known for their rich agricultural traditions, complex social structures, and significant cultural and political influence in the country’s history.
  • C. Mambwe people
    The Mambwe people are a Bantu ethnic group primarily inhabiting northeastern Zambia and parts of Tanzania, known for their agrarian lifestyle, rich oral traditions, and closely related cultural ties with neighboring groups such as the Fipa.
  • D. 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.
  • E. Lunda people
    The Lunda people are a Bantu-speaking ethnic group of Central Africa known for their historical Lunda Kingdom and widespread presence across parts of Zambia, the Democratic Republic of the Congo, and Angola.
  • 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: Barotse people
Triple: [Barotse Royal Establishment, peopleAlsoCalled, Barotse people]
Generated description
The Barotse people, also known as the Lozi, are a Bantu ethnic group of western Zambia centered in the Barotse Floodplain and historically organized under a powerful monarchy.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Barotse people
Target entity description: The Barotse people, also known as the Lozi, are a Bantu ethnic group of western Zambia centered in the Barotse Floodplain and historically organized under a powerful monarchy.
  • A. Lugbara people
    The Lugbara people are a Central Sudanic ethnic group primarily inhabiting northwestern Uganda and parts of the Democratic Republic of the Congo and South Sudan, known for their agrarian lifestyle, rich oral traditions, and distinctive cultural practices.
  • B. Temne people
    The Temne people are one of the largest ethnic groups in Sierra Leone, known for their rich agricultural traditions, complex social structures, and significant cultural and political influence in the country’s history.
  • C. Mambwe people
    The Mambwe people are a Bantu ethnic group primarily inhabiting northeastern Zambia and parts of Tanzania, known for their agrarian lifestyle, rich oral traditions, and closely related cultural ties with neighboring groups such as the Fipa.
  • D. 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.
  • E. Lunda people
    The Lunda people are a Bantu-speaking ethnic group of Central Africa known for their historical Lunda Kingdom and widespread presence across parts of Zambia, the Democratic Republic of the Congo, and Angola.
  • 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_69d81c687b0c819087fd9ed4198403f8 completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de5ede40048190b465e909565730c1 completed April 14, 2026, 3:35 p.m.
NED1 Entity disambiguation (via context triple) batch_69fcb6749c3c81909833a0b6ddcae3fb completed May 7, 2026, 3:57 p.m.
NEDg Description generation batch_69fcc44b8f3c8190a7dc5a98239be1a5 completed May 7, 2026, 4:56 p.m.
NED2 Entity disambiguation (via description) batch_69fcc4d99f608190a6dddfda19bf0685 completed May 7, 2026, 4:59 p.m.
Created at: April 9, 2026, 10:21 p.m.