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 |
—
|
NE NERFINISHED |
How this triple was built (3 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.
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 (2 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. |
Created at: April 16, 2026, 2:47 p.m.