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.