Triple

T10787369
Position Surface form Disambiguated ID Type / Status
Subject Jewish Museum of Zambia E254483 entity
Predicate heritageCommunity P35425 FINISHED
Object Zambian Jews
Zambian Jews are a small Jewish community in Zambia with historical roots in early 20th-century migration, contributing to the country’s commercial and cultural life.
E885898 NE FINISHED

How this triple was built (5 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: Zambian Jews | Statement: [Jewish Museum of Zambia, heritageCommunity, Zambian Jews]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Zambian Jews
Context triple: [Jewish Museum of Zambia, heritageCommunity, Zambian Jews]
  • A. White Zimbabweans
    White Zimbabweans are a minority population in Zimbabwe, largely descended from European settlers, historically prominent in commercial agriculture, business, and urban professional sectors.
  • B. 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.
  • C. Shona people
    The Shona people are a major Bantu ethnic group of southern Africa, primarily inhabiting Zimbabwe and known for their rich traditions in sculpture, music, and spiritual practices.
  • D. Ndebele people
    The Ndebele people are a Southern African ethnic group known for their Nguni language, distinctive geometric house painting, beadwork, and rich cultural traditions.
  • E. Zinza people
    The Zinza people are a Bantu ethnic group living primarily along the shores and islands of Lake Victoria in northwestern Tanzania, known for fishing, agriculture, and a culture closely related to other lake-shore communities.
  • 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: Zambian Jews
Triple: [Jewish Museum of Zambia, heritageCommunity, Zambian Jews]
Generated description
Zambian Jews are a small Jewish community in Zambia with historical roots in early 20th-century migration, contributing to the country’s commercial and cultural life.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Zambian Jews
Target entity description: Zambian Jews are a small Jewish community in Zambia with historical roots in early 20th-century migration, contributing to the country’s commercial and cultural life.
  • A. White Zimbabweans
    White Zimbabweans are a minority population in Zimbabwe, largely descended from European settlers, historically prominent in commercial agriculture, business, and urban professional sectors.
  • B. 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.
  • C. Shona people
    The Shona people are a major Bantu ethnic group of southern Africa, primarily inhabiting Zimbabwe and known for their rich traditions in sculpture, music, and spiritual practices.
  • D. Ndebele people
    The Ndebele people are a Southern African ethnic group known for their Nguni language, distinctive geometric house painting, beadwork, and rich cultural traditions.
  • E. Zinza people
    The Zinza people are a Bantu ethnic group living primarily along the shores and islands of Lake Victoria in northwestern Tanzania, known for fishing, agriculture, and a culture closely related to other lake-shore communities.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: heritageCommunity
Context triple: [Jewish Museum of Zambia, heritageCommunity, Zambian Jews]
  • A. heritageAssociation chosen
    Indicates a relationship in which one entity is historically, culturally, or ancestrally derived from, linked to, or recognized as part of the heritage of another entity.
  • B. heritageLocation
    Indicates that a location is recognized or designated as having cultural, historical, or natural heritage significance in relation to something.
  • C. heritageComponent
    Indicates that one entity forms a constituent or contributing part of another entity’s cultural or historical heritage.
  • D. heritageProject
    Indicates a project or initiative focused on preserving, restoring, or promoting cultural, historical, or natural heritage.
  • E. heritageService
    Indicates that an entity provides, manages, or is associated with services related to the preservation, interpretation, or promotion of cultural or natural heritage.
  • F. None of above.

Provenance (6 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_69d6aa609f008190a294200aefcb7bd5 completed April 8, 2026, 7:20 p.m.
NER Named-entity recognition batch_69d732d5422481908d7ab833c6cbc879 completed April 9, 2026, 5:02 a.m.
NED1 Entity disambiguation (via context triple) batch_69de56199d088190938a72105540cf66 completed April 14, 2026, 2:58 p.m.
NEDg Description generation batch_69de5eadb9448190bdf69711394e2ab7 completed April 14, 2026, 3:35 p.m.
NED2 Entity disambiguation (via description) batch_69de607917808190922df6521d7bfb07 completed April 14, 2026, 3:42 p.m.
PD Predicate disambiguation batch_69d6f316940c819092a96c429629fdef completed April 9, 2026, 12:30 a.m.
Created at: April 8, 2026, 9:17 p.m.