Triple

T21072767
Position Surface form Disambiguated ID Type / Status
Subject Robert F. Kennedy "Ripple of Hope" speech E519146 entity
Predicate commissionedBy P27 FINISHED
Object National Union of South African Students
The National Union of South African Students was a prominent anti-apartheid student organization that played a key role in mobilizing university students against racial segregation and injustice in South Africa.
E1464465 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: National Union of South African Students | Statement: [Robert F. Kennedy "Ripple of Hope" speech, commissionedBy, National Union of South African Students]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: National Union of South African Students
Context triple: [Robert F. Kennedy "Ripple of Hope" speech, commissionedBy, National Union of South African Students]
  • A. 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.
  • B. 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.
  • 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. 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.
  • E. University of Johannesburg Student Representative Council
    The University of Johannesburg Student Representative Council is the primary elected student governance body at the University of Johannesburg, representing student interests and organizing student affairs across its campuses.
  • 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: National Union of South African Students
Triple: [Robert F. Kennedy "Ripple of Hope" speech, commissionedBy, National Union of South African Students]
Generated description
The National Union of South African Students was a prominent anti-apartheid student organization that played a key role in mobilizing university students against racial segregation and injustice in South Africa.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: National Union of South African Students
Target entity description: The National Union of South African Students was a prominent anti-apartheid student organization that played a key role in mobilizing university students against racial segregation and injustice in South Africa.
  • A. 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.
  • B. 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.
  • 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. 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.
  • E. University of Johannesburg Student Representative Council
    The University of Johannesburg Student Representative Council is the primary elected student governance body at the University of Johannesburg, representing student interests and organizing student affairs across its campuses.
  • 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_69e0b506e59c8190849b71ed07929215 completed April 16, 2026, 10:08 a.m.
NER Named-entity recognition batch_69e702d342908190ab3f365d89641fd2 completed April 21, 2026, 4:53 a.m.
NED1 Entity disambiguation (via context triple) batch_6a09507598948190917746ab2eec4c7e completed May 17, 2026, 5:21 a.m.
NEDg Description generation batch_6a095110f5c081908458a6cbc9144986 completed May 17, 2026, 5:24 a.m.
NED2 Entity disambiguation (via description) batch_6a09518e0a088190999ba39bcbc9cb5f completed May 17, 2026, 5:26 a.m.
Created at: April 16, 2026, 2:47 p.m.