Triple

T665353
Position Surface form Disambiguated ID Type / Status
Subject J. B. M. Hertzog E12848 entity
Predicate memberOf P10 FINISHED
Object United Party (South Africa)
The United Party (South Africa) was a major mid-20th-century South African political party that promoted a more moderate alternative to hardline apartheid policies before being eclipsed by the National Party.
 E84131 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: United Party (South Africa) | Statement: [J. B. M. Hertzog, memberOf, United Party (South Africa)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: United Party (South Africa)
Context triple: [J. B. M. Hertzog, memberOf, United Party (South Africa)]
  • A. South African Party
    The South African Party was a major early 20th-century political party that governed the Union of South Africa and promoted a policy of white unity and gradual segregation before being succeeded by the National Party.
  • B. National Party (South Africa)
    The National Party (South Africa) was the Afrikaner-dominated political party that instituted and upheld the apartheid system, ruling the country for much of the 20th century.
  • C. United Democratic Front
    The United Democratic Front was a major non-racial coalition of anti-apartheid organizations in South Africa that mobilized mass resistance against white minority rule in the 1980s.
  • D. African National Congress
    The African National Congress is South Africa’s dominant political party and former liberation movement that led the struggle against apartheid and has governed the country since the end of white minority rule in 1994.
  • E. South African Communist Party
    The South African Communist Party is a Marxist–Leninist political party in South Africa that played a key role in the anti-apartheid struggle and has long been allied with the African National Congress.
  • 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: United Party (South Africa)
Triple: [J. B. M. Hertzog, memberOf, United Party (South Africa)]
Generated description
The United Party (South Africa) was a major mid-20th-century South African political party that promoted a more moderate alternative to hardline apartheid policies before being eclipsed by the National Party.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: United Party (South Africa)
Target entity description: The United Party (South Africa) was a major mid-20th-century South African political party that promoted a more moderate alternative to hardline apartheid policies before being eclipsed by the National Party.
  • A. South African Party
    The South African Party was a major early 20th-century political party that governed the Union of South Africa and promoted a policy of white unity and gradual segregation before being succeeded by the National Party.
  • B. National Party (South Africa)
    The National Party (South Africa) was the Afrikaner-dominated political party that instituted and upheld the apartheid system, ruling the country for much of the 20th century.
  • C. United Democratic Front
    The United Democratic Front was a major non-racial coalition of anti-apartheid organizations in South Africa that mobilized mass resistance against white minority rule in the 1980s.
  • D. African National Congress
    The African National Congress is South Africa’s dominant political party and former liberation movement that led the struggle against apartheid and has governed the country since the end of white minority rule in 1994.
  • E. South African Communist Party
    The South African Communist Party is a Marxist–Leninist political party in South Africa that played a key role in the anti-apartheid struggle and has long been allied with the African National Congress.
  • 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_69a5dc9b645881908c7d2d69aa2f44aa completed March 2, 2026, 6:53 p.m.
NEDg Description generation batch_69a5e63dbd488190a2cd3c241cc76465 completed March 2, 2026, 7:34 p.m.
NED2 Entity disambiguation (via description) batch_69a601c3b8f081908e821092ca9cfc82 completed March 2, 2026, 9:31 p.m.
Created at: March 1, 2026, 7:36 p.m.