Triple

T21886721
Position Surface form Disambiguated ID Type / Status
Subject State Secretary of the South African Republic E540423 entity
Predicate positionHeldBy P8 FINISHED
Object J. H. Grobler
J. H. Grobler was a South African politician who served as a senior government official in the late 19th-century Boer republic known as the South African Republic (Transvaal).
 E1508731 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: J. H. Grobler | Statement: [State Secretary of the South African Republic, positionHeldBy, J. H. Grobler]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: J. H. Grobler
Context triple: [State Secretary of the South African Republic, positionHeldBy, J. H. Grobler]
  • A. J. G. Strydom
    J. G. Strydom was a South African National Party politician who served as Prime Minister of South Africa from 1954 to 1958 and was a key architect of early apartheid policies.
  • B. Pieter Willem Grobler
    Pieter Willem Grobler was a South African military and political leader who served as Commandant-General of the South African Republic during the late 19th century.
  • C. A.G. Potgieter
    A.G. Potgieter is a notable individual who shares the Potgieter surname, recognized as a distinguished bearer of that family name.
  • D. Hendrik Louw
    Hendrik Louw is a person notable enough to be recognized as a significant bearer of the surname Louw.
  • E. G. P. Jooste
    G. P. Jooste was a South African diplomat who served as his country’s ambassador to the United States.
  • 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: J. H. Grobler
Triple: [State Secretary of the South African Republic, positionHeldBy, J. H. Grobler]
Generated description
J. H. Grobler was a South African politician who served as a senior government official in the late 19th-century Boer republic known as the South African Republic (Transvaal).
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: J. H. Grobler
Target entity description: J. H. Grobler was a South African politician who served as a senior government official in the late 19th-century Boer republic known as the South African Republic (Transvaal).
  • A. J. G. Strydom
    J. G. Strydom was a South African National Party politician who served as Prime Minister of South Africa from 1954 to 1958 and was a key architect of early apartheid policies.
  • B. Pieter Willem Grobler
    Pieter Willem Grobler was a South African military and political leader who served as Commandant-General of the South African Republic during the late 19th century.
  • C. A.G. Potgieter
    A.G. Potgieter is a notable individual who shares the Potgieter surname, recognized as a distinguished bearer of that family name.
  • D. Hendrik Louw
    Hendrik Louw is a person notable enough to be recognized as a significant bearer of the surname Louw.
  • E. G. P. Jooste
    G. P. Jooste was a South African diplomat who served as his country’s ambassador to the United States.
  • 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_69e0c47a95908190ae3e19b716accb3d completed April 16, 2026, 11:14 a.m.
NER Named-entity recognition batch_69f118ed35948190bbffba2c40029eee completed April 28, 2026, 8:30 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0a60d5b21081908c4f5c2e1d8547f3 completed May 18, 2026, 12:44 a.m.
NEDg Description generation batch_6a0a6160883481909fda0138f4d53766 completed May 18, 2026, 12:46 a.m.
NED2 Entity disambiguation (via description) batch_6a0a61c301508190963d0c2eaf0b9c8e completed May 18, 2026, 12:48 a.m.
Created at: April 16, 2026, 7:05 p.m.