Triple

T4573468
Position Surface form Disambiguated ID Type / Status
Subject Francois Pienaar E123088 entity
Predicate spouse P13 FINISHED
Object Nelda Pienaar
Nelda Pienaar is best known as the wife of former South African rugby captain Francois Pienaar and a supportive figure in his public and charitable endeavors.
E453815 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: Nelda Pienaar | Statement: [Francois Pienaar, spouse, Nelda Pienaar]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Nelda Pienaar
Context triple: [Francois Pienaar, spouse, Nelda Pienaar]
  • 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. 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.
  • 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. 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.
  • 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: Nelda Pienaar
Triple: [Francois Pienaar, spouse, Nelda Pienaar]
Generated description
Nelda Pienaar is best known as the wife of former South African rugby captain Francois Pienaar and a supportive figure in his public and charitable endeavors.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Nelda Pienaar
Target entity description: Nelda Pienaar is best known as the wife of former South African rugby captain Francois Pienaar and a supportive figure in his public and charitable endeavors.
  • 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. 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.
  • 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. 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.
  • 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_69bd46466c7081909d07f36be2d08804 completed March 20, 2026, 1:06 p.m.
NER Named-entity recognition batch_69bd58c89a5c81909a78bf0ac64777ad completed March 20, 2026, 2:25 p.m.
NED1 Entity disambiguation (via context triple) batch_69bdd3dde41c81909adf91b53450e590 completed March 20, 2026, 11:10 p.m.
NEDg Description generation batch_69bdd79fe75c8190b672b80898d3cbf2 completed March 20, 2026, 11:26 p.m.
NED2 Entity disambiguation (via description) batch_69bdd85966348190841f272f347ee33f completed March 20, 2026, 11:29 p.m.
Created at: March 20, 2026, 1:10 p.m.