Triple
T19137365
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Johannesburg Art Foundation |
E468466
|
entity |
| Predicate | educated |
P5
|
FINISHED |
| Object | Sam Nhlengethwa |
—
|
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: Sam Nhlengethwa | Statement: [Johannesburg Art Foundation, educated, Sam Nhlengethwa]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Sam Nhlengethwa Context triple: [Johannesburg Art Foundation, educated, Sam Nhlengethwa]
-
A.
Douglas Mohlabane
Douglas Mohlabane is the South African father of American soul and R&B singer Goapele.
-
B.
Frank Mdlalose
Frank Mdlalose was a South African politician and medical doctor who became the first Premier of KwaZulu-Natal in the early post-apartheid era.
-
C.
Ngarri Mudlanha
Ngarri Mudlanha is the traditional Indigenous name for St Mary Peak, a prominent mountain in the Flinders Ranges of South Australia that holds significant cultural importance to the local Aboriginal people.
-
D.
Thembi Radebe
Thembi Radebe is a notable individual who has brought recognition to the surname Radebe, likely through achievements in a public or professional field.
-
E.
Johannes Modise
Johannes "Joe" Modise was a prominent South African anti-apartheid activist and politician who served as the first post-apartheid Minister of Defence.
- 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: Sam Nhlengethwa Target entity description: Sam Nhlengethwa is a prominent South African artist known for his collage-based works that explore jazz culture, township life, and social realities.
-
A.
Douglas Mohlabane
Douglas Mohlabane is the South African father of American soul and R&B singer Goapele.
-
B.
Frank Mdlalose
Frank Mdlalose was a South African politician and medical doctor who became the first Premier of KwaZulu-Natal in the early post-apartheid era.
-
C.
Ngarri Mudlanha
Ngarri Mudlanha is the traditional Indigenous name for St Mary Peak, a prominent mountain in the Flinders Ranges of South Australia that holds significant cultural importance to the local Aboriginal people.
-
D.
Thembi Radebe
Thembi Radebe is a notable individual who has brought recognition to the surname Radebe, likely through achievements in a public or professional field.
-
E.
Johannes Modise
Johannes "Joe" Modise was a prominent South African anti-apartheid activist and politician who served as the first post-apartheid Minister of Defence.
- 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_69d8dd0796a48190b34ce4cd9d3f3be5 |
completed | April 10, 2026, 11:20 a.m. |
| NER | Named-entity recognition | batch_69e5e3edd1c48190b86bef530ebbd092 |
completed | April 20, 2026, 8:29 a.m. |
Created at: April 10, 2026, 12:05 p.m.