Triple

T8021566
Position Surface form Disambiguated ID Type / Status
Subject African National Congress E186751 entity
Predicate historicalPredecessor P97 FINISHED
Object South African Native National Congress
The South African Native National Congress was the early 20th-century Black political organization in South Africa that later evolved into the African National Congress, a leading force in the struggle against apartheid.
E35751 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: South African Native National Congress | Statement: [African National Congress, historicalPredecessor, South African Native National Congress]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: South African Native National Congress
Context triple: [African National Congress, historicalPredecessor, South African Native National Congress]
  • 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. Afrikaner Bond
    The Afrikaner Bond was a late 19th- and early 20th-century political party in the Cape Colony that promoted Afrikaner nationalism and agricultural interests, playing a key role in pre-Union South African politics.
  • C. African National Congress Youth League
    The African National Congress Youth League is the youth wing of South Africa’s ruling African National Congress, historically known for its role in mobilizing young people in the anti-apartheid struggle and shaping the party’s future leadership.
  • D. Afrikaner Broederbond
    The Afrikaner Broederbond was a secretive, exclusively white male Afrikaner organization that wielded significant political and cultural influence in South Africa, particularly in shaping and promoting apartheid-era policies.
  • E. Coloured People’s Congress
    The Coloured People’s Congress was a South African anti-apartheid political organization representing Coloured communities and allied with the broader Congress Alliance in the mid-20th century struggle against racial segregation.
  • 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: South African Native National Congress
Triple: [African National Congress, historicalPredecessor, South African Native National Congress]
Generated description
The South African Native National Congress was the early 20th-century Black political organization in South Africa that later evolved into the African National Congress, a leading force in the struggle against apartheid.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: South African Native National Congress
Target entity description: The South African Native National Congress was the early 20th-century Black political organization in South Africa that later evolved into the African National Congress, a leading force in the struggle against apartheid.
  • A. African National Congress chosen
    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. Afrikaner Bond
    The Afrikaner Bond was a late 19th- and early 20th-century political party in the Cape Colony that promoted Afrikaner nationalism and agricultural interests, playing a key role in pre-Union South African politics.
  • C. African National Congress Youth League
    The African National Congress Youth League is the youth wing of South Africa’s ruling African National Congress, historically known for its role in mobilizing young people in the anti-apartheid struggle and shaping the party’s future leadership.
  • D. Afrikaner Broederbond
    The Afrikaner Broederbond was a secretive, exclusively white male Afrikaner organization that wielded significant political and cultural influence in South Africa, particularly in shaping and promoting apartheid-era policies.
  • E. Coloured People’s Congress
    The Coloured People’s Congress was a South African anti-apartheid political organization representing Coloured communities and allied with the broader Congress Alliance in the mid-20th century struggle against racial segregation.
  • F. None of above.

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_69ca82ac7fc081909b1398cf025423af completed March 30, 2026, 2:03 p.m.
NER Named-entity recognition batch_69cb3e8eab9c81908098e6b17957316c completed March 31, 2026, 3:25 a.m.
NED1 Entity disambiguation (via context triple) batch_69cc56cdce588190abba45c24dc7a5e7 completed March 31, 2026, 11:20 p.m.
NEDg Description generation batch_69cc58a9e94081908980e2c60be38642 completed March 31, 2026, 11:28 p.m.
NED2 Entity disambiguation (via description) batch_69cc5cbaefb481909eb325f0d27675c0 completed March 31, 2026, 11:46 p.m.
Created at: March 30, 2026, 5:20 p.m.