Triple

T263359
Position Surface form Disambiguated ID Type / Status
Subject National Party (South Africa) E5799 entity
Predicate opposedBy P437 FINISHED
Object 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.
E37173 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 Democratic Front | Statement: [National Party (South Africa), opposedBy, United Democratic Front]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: United Democratic Front
Context triple: [National Party (South Africa), opposedBy, United Democratic Front]
  • A. 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.
  • B. 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.
  • C. Pan Africanist Congress
    The Pan Africanist Congress is a South African political organization founded in 1959 that broke away from the African National Congress, advocating African nationalism and playing a significant role in the anti-apartheid struggle.
  • D. 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.
  • E. Broad Front (Frente Amplio)
    Broad Front (Frente Amplio) is a left-wing political coalition in Chile that brings together various progressive and social-movement-based parties and groups.
  • 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 Democratic Front
Triple: [National Party (South Africa), opposedBy, United Democratic Front]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: United Democratic Front
Target entity description: 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.
  • A. 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.
  • B. 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.
  • C. Pan Africanist Congress
    The Pan Africanist Congress is a South African political organization founded in 1959 that broke away from the African National Congress, advocating African nationalism and playing a significant role in the anti-apartheid struggle.
  • D. 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.
  • E. Broad Front (Frente Amplio)
    Broad Front (Frente Amplio) is a left-wing political coalition in Chile that brings together various progressive and social-movement-based parties and groups.
  • 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_69a258dd8ea08190ac554a1cc8dfd8c3 completed Feb. 28, 2026, 2:54 a.m.
NER Named-entity recognition batch_69a25d8c7f448190af9145256f994177 completed Feb. 28, 2026, 3:14 a.m.
NED1 Entity disambiguation (via context triple) batch_69a39d0313b48190a3e8e1667a051610 completed March 1, 2026, 1:57 a.m.
NEDg Description generation batch_69a39d732c64819086a6e11df23e60ce completed March 1, 2026, 1:59 a.m.
NED2 Entity disambiguation (via description) batch_69a39de4511c8190bf668bc74ba57231 completed March 1, 2026, 2:01 a.m.
Created at: Feb. 28, 2026, 2:55 a.m.