Triple
T1653749
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | African National Congress |
E35751
|
entity |
| Predicate | predecessor |
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, predecessor, 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, predecessor, 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.
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.
-
D.
Transvaal Indian Congress
The Transvaal Indian Congress was a South African political organization that represented the interests of Indian South Africans and played a key role in the anti-apartheid and civil rights struggles, often in cooperation with other Indian and African movements.
-
E.
Congress of the People
The Congress of the People was a pivotal 1955 multi-racial gathering in South Africa where anti-apartheid groups adopted the Freedom Charter, laying ideological foundations for the struggle against apartheid.
- 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, predecessor, 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.
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.
-
D.
Transvaal Indian Congress
The Transvaal Indian Congress was a South African political organization that represented the interests of Indian South Africans and played a key role in the anti-apartheid and civil rights struggles, often in cooperation with other Indian and African movements.
-
E.
Congress of the People
The Congress of the People was a pivotal 1955 multi-racial gathering in South Africa where anti-apartheid groups adopted the Freedom Charter, laying ideological foundations for the struggle against apartheid.
- 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_69a8860568888190a32cd9f70acbba42 |
completed | March 4, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69a90a8a080c8190b6913d6830d74526 |
completed | March 5, 2026, 4:46 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ada972c92c8190b5c69cd9223ad0f6 |
completed | March 8, 2026, 4:53 p.m. |
| NEDg | Description generation | batch_69adae972d1081909cd13e8220c3ccc6 |
completed | March 8, 2026, 5:15 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69adaf9d042481909dbd54d9e04e444e |
completed | March 8, 2026, 5:19 p.m. |
Created at: March 4, 2026, 7:29 p.m.