Triple
T7845936
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Department of Bantu Education |
E181921
|
entity |
| Predicate | opposedBy |
P437
|
FINISHED |
| Object |
South African Students' Organisation
The South African Students' Organisation was a Black Consciousness–aligned student movement in apartheid-era South Africa that mobilised black students against racial oppression and played a key role in radicalising youth resistance.
|
E698577
|
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 Students' Organisation | Statement: [Department of Bantu Education, opposedBy, South African Students' Organisation]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: South African Students' Organisation Context triple: [Department of Bantu Education, opposedBy, South African Students' Organisation]
-
A.
Zimbabwe National Students Union
The Zimbabwe National Students Union is a prominent student organization in Zimbabwe known for its activism on democracy, human rights, and educational issues.
-
B.
Young Communist League of South Africa
The Young Communist League of South Africa is the youth organization aligned with communist and socialist principles that mobilizes and politically educates young people in South Africa.
-
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.
Congress of South African Trade Unions
The Congress of South African Trade Unions (COSATU) is South Africa’s largest trade union federation and a key player in the country’s labor movement and post-apartheid political landscape.
-
E.
West African Students' Union
The West African Students' Union was a pioneering pan-African student organization in London that became a key hub for anti-colonial activism and intellectual exchange among West African students in the early to mid-20th century.
- 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 Students' Organisation Triple: [Department of Bantu Education, opposedBy, South African Students' Organisation]
Generated description
The South African Students' Organisation was a Black Consciousness–aligned student movement in apartheid-era South Africa that mobilised black students against racial oppression and played a key role in radicalising youth resistance.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: South African Students' Organisation Target entity description: The South African Students' Organisation was a Black Consciousness–aligned student movement in apartheid-era South Africa that mobilised black students against racial oppression and played a key role in radicalising youth resistance.
-
A.
Zimbabwe National Students Union
The Zimbabwe National Students Union is a prominent student organization in Zimbabwe known for its activism on democracy, human rights, and educational issues.
-
B.
Young Communist League of South Africa
The Young Communist League of South Africa is the youth organization aligned with communist and socialist principles that mobilizes and politically educates young people in South Africa.
-
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.
Congress of South African Trade Unions
The Congress of South African Trade Unions (COSATU) is South Africa’s largest trade union federation and a key player in the country’s labor movement and post-apartheid political landscape.
-
E.
West African Students' Union
The West African Students' Union was a pioneering pan-African student organization in London that became a key hub for anti-colonial activism and intellectual exchange among West African students in the early to mid-20th century.
- 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_69ca8285d6488190a95d4c02d7354b53 |
completed | March 30, 2026, 2:02 p.m. |
| NER | Named-entity recognition | batch_69cb163f5da08190b7340ef4cc01cd19 |
completed | March 31, 2026, 12:33 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cb5af27c9c8190a3e6062d323acff1 |
completed | March 31, 2026, 5:26 a.m. |
| NEDg | Description generation | batch_69cb5def38e88190864d84abd7959aa3 |
completed | March 31, 2026, 5:38 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69cb766e41fc8190a08f07d04774053a |
completed | March 31, 2026, 7:23 a.m. |
Created at: March 30, 2026, 4:49 p.m.