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.