Triple
T22332104
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | University of the North |
E552047
|
entity |
| Predicate | notableAlumnus |
P304
|
FINISHED |
| Object | Ngoako Ramatlhodi |
—
|
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: Ngoako Ramatlhodi | Statement: [University of the North, notableAlumnus, Ngoako Ramatlhodi]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ngoako Ramatlhodi Context triple: [University of the North, notableAlumnus, Ngoako Ramatlhodi]
-
A.
Dumisa Ntsebeza
Dumisa Ntsebeza is a South African lawyer, human rights advocate, and former Truth and Reconciliation Commission commissioner known for his work on transitional justice and constitutional law.
-
B.
Fikile Mbalula
Fikile Mbalula is a South African politician and senior African National Congress figure who has held several key government and party leadership positions, including serving as ANC Secretary-General.
-
C.
Elias Motsoaledi
Elias Motsoaledi was a South African anti-apartheid activist and African National Congress member who was imprisoned alongside Nelson Mandela for his role in the liberation struggle.
-
D.
Thabo Makgoba
Thabo Makgoba is the Anglican Archbishop of Cape Town and a prominent South African religious leader known for his role in church governance and social justice advocacy.
-
E.
Keo Motsepe
Keo Motsepe is a South African professional Latin and ballroom dancer best known for his long-running role as a pro on the U.S. television show "Dancing with the Stars."
- 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: Ngoako Ramatlhodi Target entity description: Ngoako Ramatlhodi is a South African politician and lawyer who has served in various ministerial roles in the post-apartheid government.
-
A.
Dumisa Ntsebeza
Dumisa Ntsebeza is a South African lawyer, human rights advocate, and former Truth and Reconciliation Commission commissioner known for his work on transitional justice and constitutional law.
-
B.
Fikile Mbalula
Fikile Mbalula is a South African politician and senior African National Congress figure who has held several key government and party leadership positions, including serving as ANC Secretary-General.
-
C.
Elias Motsoaledi
Elias Motsoaledi was a South African anti-apartheid activist and African National Congress member who was imprisoned alongside Nelson Mandela for his role in the liberation struggle.
-
D.
Thabo Makgoba
Thabo Makgoba is the Anglican Archbishop of Cape Town and a prominent South African religious leader known for his role in church governance and social justice advocacy.
-
E.
Keo Motsepe
Keo Motsepe is a South African professional Latin and ballroom dancer best known for his long-running role as a pro on the U.S. television show "Dancing with the Stars."
- 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_69e11e482f788190b78d1588fc26d606 |
completed | April 16, 2026, 5:37 p.m. |
| NER | Named-entity recognition | batch_69f1577b555c8190ac61c026ee7dfb2b |
completed | April 29, 2026, 12:57 a.m. |
Created at: April 16, 2026, 8:43 p.m.