Triple

T665366
Position Surface form Disambiguated ID Type / Status
Subject J. B. M. Hertzog E12848 entity
Predicate spouse P13 FINISHED
Object Wilhelmina Jacoba Neethling
Wilhelmina Jacoba Neethling was the wife of South African Prime Minister J. B. M. Hertzog and a prominent figure in early 20th-century South African political and social life.
E82211 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: Wilhelmina Jacoba Neethling | Statement: [J. B. M. Hertzog, spouse, Wilhelmina Jacoba Neethling]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Wilhelmina Jacoba Neethling
Context triple: [J. B. M. Hertzog, spouse, Wilhelmina Jacoba Neethling]
  • A. Jacoba Elizabeth Greeff
    Jacoba Elizabeth Greeff was the wife of Boer general Koos de la Rey, a prominent figure in South African history during the Second Boer War.
  • B. Johanna Hendrika Schaay
    Johanna Hendrika Schaay was the wife of Dutch theologian, journalist, and statesman Abraham Kuyper, accompanying him through his influential religious and political career in the Netherlands.
  • C. 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).
  • D. Tjarda van Starkenborgh Stachouwer
    Tjarda van Starkenborgh Stachouwer was a Dutch colonial administrator and diplomat best known for serving as the last Governor-General of the Dutch East Indies before and during the early years of World War II.
  • 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: Wilhelmina Jacoba Neethling
Triple: [J. B. M. Hertzog, spouse, Wilhelmina Jacoba Neethling]
Generated description
Wilhelmina Jacoba Neethling was the wife of South African Prime Minister J. B. M. Hertzog and a prominent figure in early 20th-century South African political and social life.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Wilhelmina Jacoba Neethling
Target entity description: Wilhelmina Jacoba Neethling was the wife of South African Prime Minister J. B. M. Hertzog and a prominent figure in early 20th-century South African political and social life.
  • A. Jacoba Elizabeth Greeff
    Jacoba Elizabeth Greeff was the wife of Boer general Koos de la Rey, a prominent figure in South African history during the Second Boer War.
  • B. Johanna Hendrika Schaay
    Johanna Hendrika Schaay was the wife of Dutch theologian, journalist, and statesman Abraham Kuyper, accompanying him through his influential religious and political career in the Netherlands.
  • C. 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).
  • D. Tjarda van Starkenborgh Stachouwer
    Tjarda van Starkenborgh Stachouwer was a Dutch colonial administrator and diplomat best known for serving as the last Governor-General of the Dutch East Indies before and during the early years of World War II.
  • 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_69a493355dec819098d4244b2fa34885 completed March 1, 2026, 7:27 p.m.
NER Named-entity recognition batch_69a49fd4f4988190a0973ceb7329b4c9 completed March 1, 2026, 8:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69a5c39abcbc819093797700dc32d25a completed March 2, 2026, 5:06 p.m.
NEDg Description generation batch_69a5c564d368819082b877f43236d949 completed March 2, 2026, 5:14 p.m.
NED2 Entity disambiguation (via description) batch_69a5cca1851c81908e57e75dc217e517 completed March 2, 2026, 5:45 p.m.
Created at: March 1, 2026, 7:36 p.m.