Triple

T21886720
Position Surface form Disambiguated ID Type / Status
Subject State Secretary of the South African Republic E540423 entity
Predicate positionHeldBy P8 FINISHED
Object J. H. Malan
J. H. Malan was a South African statesman who served as a key government official in the late 19th-century South African Republic (Transvaal).
E1506862 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. Malan | Statement: [State Secretary of the South African Republic, positionHeldBy, J. H. Malan]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: J. H. Malan
Context triple: [State Secretary of the South African Republic, positionHeldBy, J. H. Malan]
  • A. D. F. Malan
    D. F. Malan was a South African prime minister and National Party leader best known for formally instituting and entrenching the apartheid system.
  • B. Hendrik Klopper
    Hendrik Klopper was a South African Army officer and World War II general best known for his leadership of Allied forces during the 1942 Battle of Tobruk.
  • C. Marais Viljoen
    Marais Viljoen was a South African politician who served as the last ceremonial State President before the establishment of the executive presidency under P.W. Botha.
  • D. Willem Louw
    Willem Louw is a person notable enough to be specifically cited as a bearer of the surname Louw, though detailed public information about his life or achievements is limited.
  • E. Ben Viljoen
    Ben Viljoen was a prominent Boer general and political figure who played a key leadership role in the Second Boer War against the British.
  • 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. Malan
Triple: [State Secretary of the South African Republic, positionHeldBy, J. H. Malan]
Generated description
J. H. Malan was a South African statesman who served as a key government official in the late 19th-century South African Republic (Transvaal).
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: J. H. Malan
Target entity description: J. H. Malan was a South African statesman who served as a key government official in the late 19th-century South African Republic (Transvaal).
  • A. D. F. Malan
    D. F. Malan was a South African prime minister and National Party leader best known for formally instituting and entrenching the apartheid system.
  • B. Hendrik Klopper
    Hendrik Klopper was a South African Army officer and World War II general best known for his leadership of Allied forces during the 1942 Battle of Tobruk.
  • C. Marais Viljoen
    Marais Viljoen was a South African politician who served as the last ceremonial State President before the establishment of the executive presidency under P.W. Botha.
  • D. Willem Louw
    Willem Louw is a person notable enough to be specifically cited as a bearer of the surname Louw, though detailed public information about his life or achievements is limited.
  • E. Ben Viljoen
    Ben Viljoen was a prominent Boer general and political figure who played a key leadership role in the Second Boer War against the British.
  • 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_6a0a52bb53a48190905241cbc7a06efb completed May 17, 2026, 11:43 p.m.
NEDg Description generation batch_6a0a5375251c8190bd56103ad7465378 completed May 17, 2026, 11:47 p.m.
NED2 Entity disambiguation (via description) batch_6a0a54a231ec8190921160d7a1156aa5 completed May 17, 2026, 11:52 p.m.
Created at: April 16, 2026, 7:05 p.m.