Triple

T9689554
Position Surface form Disambiguated ID Type / Status
Subject Allan Boesak E234501 entity
Predicate spouse P13 FINISHED
Object Elna Botha
Elna Botha is a South African figure known primarily as the wife of prominent anti-apartheid activist and cleric Allan Boesak.
E815609 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: Elna Botha | Statement: [Allan Boesak, spouse, Elna Botha]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Elna Botha
Context triple: [Allan Boesak, spouse, Elna Botha]
  • A. Elize Botha
    Elize Botha was the wife of former South African State President P. W. Botha and served as the country’s First Lady during his tenure.
  • B. Hannie Neethling
    Hannie Neethling was the wife of famed Boer War scout and military leader Danie Theron, remembered primarily in relation to his life and legacy.
  • C. Hendrina Joubert
    Hendrina Joubert was the wife of prominent Boer general and politician Piet Joubert, associated with the late 19th-century history of the South African Republic (Transvaal).
  • D. Marlene Kruger
    Marlene Kruger is an individual notable enough to be recognized as a bearer of the Kruger surname, though specific widely known public achievements or roles are not clearly documented.
  • E. Annie Botha
    Annie Botha was the wife of South African statesman and first Prime Minister Louis Botha, known for her role as a political hostess and supporter during his leadership in the early 20th century.
  • 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: Elna Botha
Triple: [Allan Boesak, spouse, Elna Botha]
Generated description
Elna Botha is a South African figure known primarily as the wife of prominent anti-apartheid activist and cleric Allan Boesak.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Elna Botha
Target entity description: Elna Botha is a South African figure known primarily as the wife of prominent anti-apartheid activist and cleric Allan Boesak.
  • A. Elize Botha
    Elize Botha was the wife of former South African State President P. W. Botha and served as the country’s First Lady during his tenure.
  • B. Hannie Neethling
    Hannie Neethling was the wife of famed Boer War scout and military leader Danie Theron, remembered primarily in relation to his life and legacy.
  • C. Hendrina Joubert
    Hendrina Joubert was the wife of prominent Boer general and politician Piet Joubert, associated with the late 19th-century history of the South African Republic (Transvaal).
  • D. Marlene Kruger
    Marlene Kruger is an individual notable enough to be recognized as a bearer of the Kruger surname, though specific widely known public achievements or roles are not clearly documented.
  • E. Annie Botha
    Annie Botha was the wife of South African statesman and first Prime Minister Louis Botha, known for her role as a political hostess and supporter during his leadership in the early 20th century.
  • 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_69ca84ca73208190957a900c8543bdcc completed March 30, 2026, 2:12 p.m.
NER Named-entity recognition batch_69cd9d02b20881909d7c0d5d6aaafcb0 completed April 1, 2026, 10:32 p.m.
NED1 Entity disambiguation (via context triple) batch_69d1911427d48190855506ab61f8a2ce completed April 4, 2026, 10:30 p.m.
NEDg Description generation batch_69d193a5cdac8190b84564f397d00124 completed April 4, 2026, 10:41 p.m.
NED2 Entity disambiguation (via description) batch_69d19457c6488190a7bc72e1a27c088a completed April 4, 2026, 10:44 p.m.
Created at: March 30, 2026, 8:17 p.m.