Triple

T1411156
Position Surface form Disambiguated ID Type / Status
Subject Motsepe E31806 entity
Predicate associatedWith P37 FINISHED
Object South African elite families
South African elite families are influential, wealthy dynasties that dominate the country’s business, political, and social spheres through extensive networks of power and capital.
E161647 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: South African elite families | Statement: [Motsepe, associatedWith, South African elite families]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: South African elite families
Context triple: [Motsepe, associatedWith, South African elite families]
  • A. South African History Online
    South African History Online is a digital history project and educational resource that documents and interprets South Africa’s political, social, and cultural past, with a strong focus on anti-apartheid struggles and marginalized narratives.
  • B. Rebel Destiny: Among the Bush Negroes of Dutch Guiana
    Rebel Destiny: Among the Bush Negroes of Dutch Guiana is an anthropological study by Melville J. Herskovits that examines the culture, social life, and African heritage of the Maroon communities in what is now Suriname.
  • C. The African Slave Trade and Its Remedy
    The African Slave Trade and Its Remedy is an 1839 abolitionist treatise by Thomas Fowell Buxton that analyzes the transatlantic slave trade and advocates practical measures, including legitimate commerce and political action, to end it.
  • D. Gandhi heritage sites in South Africa
    Gandhi heritage sites in South Africa are a collection of historically significant locations associated with Mahatma Gandhi’s life, activism, and development of his philosophy during his years in the country.
  • E. Caste: The Origins of Our Discontents
    Caste: The Origins of Our Discontents is a nonfiction book by Isabel Wilkerson that examines the hidden caste systems shaping social hierarchy and inequality in the United States and around the world.
  • 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: South African elite families
Triple: [Motsepe, associatedWith, South African elite families]
Generated description
South African elite families are influential, wealthy dynasties that dominate the country’s business, political, and social spheres through extensive networks of power and capital.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: South African elite families
Target entity description: South African elite families are influential, wealthy dynasties that dominate the country’s business, political, and social spheres through extensive networks of power and capital.
  • A. South African History Online
    South African History Online is a digital history project and educational resource that documents and interprets South Africa’s political, social, and cultural past, with a strong focus on anti-apartheid struggles and marginalized narratives.
  • B. Rebel Destiny: Among the Bush Negroes of Dutch Guiana
    Rebel Destiny: Among the Bush Negroes of Dutch Guiana is an anthropological study by Melville J. Herskovits that examines the culture, social life, and African heritage of the Maroon communities in what is now Suriname.
  • C. The African Slave Trade and Its Remedy
    The African Slave Trade and Its Remedy is an 1839 abolitionist treatise by Thomas Fowell Buxton that analyzes the transatlantic slave trade and advocates practical measures, including legitimate commerce and political action, to end it.
  • D. Gandhi heritage sites in South Africa
    Gandhi heritage sites in South Africa are a collection of historically significant locations associated with Mahatma Gandhi’s life, activism, and development of his philosophy during his years in the country.
  • E. Caste: The Origins of Our Discontents
    Caste: The Origins of Our Discontents is a nonfiction book by Isabel Wilkerson that examines the hidden caste systems shaping social hierarchy and inequality in the United States and around the world.
  • 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_69a49919a994819086528951bc224775 completed March 1, 2026, 7:52 p.m.
NER Named-entity recognition batch_69a4c3e1da988190bc7c187e193539b6 completed March 1, 2026, 10:55 p.m.
NED1 Entity disambiguation (via context triple) batch_69ace57be14881908d469d2b5333d6d5 completed March 8, 2026, 2:57 a.m.
NEDg Description generation batch_69ace61c6f348190bba7717b1bd7f24a completed March 8, 2026, 2:59 a.m.
NED2 Entity disambiguation (via description) batch_69ace6eeb99081908ac23a6c71faeae6 completed March 8, 2026, 3:03 a.m.
Created at: March 1, 2026, 7:59 p.m.