Triple

T1767984
Position Surface form Disambiguated ID Type / Status
Subject P. W. Botha E38807 entity
Predicate spouse P13 FINISHED
Object 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.
 E201609 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: Elize Botha | Statement: [P. W. Botha, spouse, Elize Botha]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Elize Botha
Context triple: [P. W. Botha, spouse, Elize Botha]
  • A. Maria Louw
    Maria Louw was the wife of D. F. Malan, the South African prime minister and key architect of apartheid-era policies.
  • B. Jopie Fourie
    Jopie Fourie was a South African Boer rebel and national figure executed during World War I for leading an armed uprising against the Union government.
  • C. 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.
  • D. Geytie Maria du Plessis
    Geytie Maria du Plessis was the wife of Paul Kruger, the influential 19th-century president of the South African Republic (Transvaal).
  • E. Bridgette Radebe
    Bridgette Radebe is a South African mining entrepreneur and businesswoman, recognized as one of the country’s first black female mine owners and a prominent figure in the mining industry.
  • 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: Elize Botha
Triple: [P. W. Botha, spouse, Elize Botha]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Elize Botha
Target entity description: 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.
  • A. Maria Louw
    Maria Louw was the wife of D. F. Malan, the South African prime minister and key architect of apartheid-era policies.
  • B. Jopie Fourie
    Jopie Fourie was a South African Boer rebel and national figure executed during World War I for leading an armed uprising against the Union government.
  • C. 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.
  • D. Geytie Maria du Plessis
    Geytie Maria du Plessis was the wife of Paul Kruger, the influential 19th-century president of the South African Republic (Transvaal).
  • E. Bridgette Radebe
    Bridgette Radebe is a South African mining entrepreneur and businesswoman, recognized as one of the country’s first black female mine owners and a prominent figure in the mining industry.
  • 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_69a8862e61708190af97b9838cc3f5de completed March 4, 2026, 7:21 p.m.
NER Named-entity recognition batch_69aa648bb44c81909245fb7ee23cb132 completed March 6, 2026, 5:22 a.m.
NED1 Entity disambiguation (via context triple) batch_69adb5c727e48190b934e9b97b084c7a completed March 8, 2026, 5:45 p.m.
NEDg Description generation batch_69adb8b3c0a48190bf5f3a32d8862c54 completed March 8, 2026, 5:58 p.m.
NED2 Entity disambiguation (via description) batch_69adb97b8c8081909a806d16efd5882b completed March 8, 2026, 6:01 p.m.
Created at: March 4, 2026, 7:31 p.m.