Triple

T23239391
Position Surface form Disambiguated ID Type / Status
Subject Lebowa E581393 entity
Predicate populationGroupTargetedByPolicy P42489 FINISHED
Object Black Africans NE NERFINISHED

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: Black Africans | Statement: [Lebowa, populationGroupTargetedByPolicy, Black Africans]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Black Africans
Context triple: [Lebowa, populationGroupTargetedByPolicy, Black Africans]
  • A. West Africans
    West Africans are the diverse peoples originating from the western region of the African continent, encompassing numerous ethnic groups, languages, and cultures that have significantly influenced global history and the African diaspora.
  • B. African peoples
    African peoples are the diverse indigenous ethnic groups of the African continent, encompassing a wide range of cultures, languages, and histories that have significantly shaped global civilization and the African diaspora.
  • C. Black Americans
    Black Americans are a racial and ethnic group in the United States descended largely from enslaved Africans, with a distinct cultural, historical, and political legacy that has profoundly shaped American society.
  • D. Guineans
    Guineans are the people originating from the West African country of Guinea, characterized by diverse ethnic groups, languages, and cultural traditions.
  • E. Black South African
    Black South Africans are the majority population group in South Africa, encompassing diverse indigenous ethnic communities with distinct languages, cultures, and histories shaped by colonialism and apartheid.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Black Africans
Target entity description: Black Africans are people of predominantly sub-Saharan African ancestry who share diverse ethnic, cultural, and linguistic backgrounds across the African continent and its global diaspora.
  • A. West Africans
    West Africans are the diverse peoples originating from the western region of the African continent, encompassing numerous ethnic groups, languages, and cultures that have significantly influenced global history and the African diaspora.
  • B. African peoples chosen
    African peoples are the diverse indigenous ethnic groups of the African continent, encompassing a wide range of cultures, languages, and histories that have significantly shaped global civilization and the African diaspora.
  • C. Black Americans
    Black Americans are a racial and ethnic group in the United States descended largely from enslaved Africans, with a distinct cultural, historical, and political legacy that has profoundly shaped American society.
  • D. Guineans
    Guineans are the people originating from the West African country of Guinea, characterized by diverse ethnic groups, languages, and cultural traditions.
  • E. Black South African
    Black South Africans are the majority population group in South Africa, encompassing diverse indigenous ethnic communities with distinct languages, cultures, and histories shaped by colonialism and apartheid.
  • F. None of above.
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: populationGroupTargetedByPolicy
Context triple: [Lebowa, populationGroupTargetedByPolicy, Black Africans]
  • A. targetedPopulation
    Indicates the group of individuals or entities that an action, intervention, or effect is specifically directed toward.
  • B. targetedPolicy
    Indicates that a policy is specifically directed at, or designed to affect, a particular subset of entities rather than applying broadly.
  • C. targetedByPolicy chosen
    Indicates that an entity is the intended subject or focus of a specific policy’s rules, actions, or effects.
  • D. controlsPopulationGroup
    Indicates that one entity has authority, power, or mechanisms to direct, regulate, or dominate the behavior, movement, or conditions of a specific population group.
  • E. populationBasis
    Indicates that a population measurement is based on, derived from, or defined with respect to a particular reference, criterion, or underlying basis.
  • F. None of above.

Provenance (3 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_69e2460556f88190be1744a84a84173f completed April 17, 2026, 2:39 p.m.
NER Named-entity recognition batch_69f192ebaef4819083a7805537ad993f completed April 29, 2026, 5:11 a.m.
PD Predicate disambiguation batch_69effcdadec0819092ec1749ee453b4e completed April 28, 2026, 12:18 a.m.
Created at: April 17, 2026, 4:10 p.m.