Triple
T21629912
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Nasrec, Johannesburg |
E533801
|
entity |
| Predicate | transportAccess |
P1288
|
FINISHED |
| Object | Soweto Highway |
—
|
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: Soweto Highway | Statement: [Nasrec, Johannesburg, transportAccess, Soweto Highway]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Soweto Highway Context triple: [Nasrec, Johannesburg, transportAccess, Soweto Highway]
-
A.
Soweto Blues
Soweto Blues is a politically charged anti-apartheid protest song, famously performed by South African singer Miriam Makeba and associated with the 1976 Soweto uprising.
-
B.
Tears for Johannesburg
"Tears for Johannesburg" is a powerful, politically charged jazz composition by Max Roach that mourns the victims of the Sharpeville massacre and condemns apartheid in South Africa.
-
C.
Shosholoza
Shosholoza is a traditional South African folk song, often associated with mine workers and later adopted as an unofficial sporting anthem.
-
D.
Amandla
Amandla is a unisex given name of Xhosa and Zulu origin meaning "power" or "strength."
-
E.
Lungi Ngidi
Lungi Ngidi is a South African fast bowler known for his pace, bounce, and impactful performances in international cricket across formats.
- 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: Soweto Highway Target entity description: Soweto Highway is a major roadway in Johannesburg, South Africa, that connects the city to the township of Soweto and serves as a key commuter and event access route.
-
A.
Soweto Blues
Soweto Blues is a politically charged anti-apartheid protest song, famously performed by South African singer Miriam Makeba and associated with the 1976 Soweto uprising.
-
B.
Tears for Johannesburg
"Tears for Johannesburg" is a powerful, politically charged jazz composition by Max Roach that mourns the victims of the Sharpeville massacre and condemns apartheid in South Africa.
-
C.
Shosholoza
Shosholoza is a traditional South African folk song, often associated with mine workers and later adopted as an unofficial sporting anthem.
-
D.
Amandla
Amandla is a unisex given name of Xhosa and Zulu origin meaning "power" or "strength."
-
E.
Lungi Ngidi
Lungi Ngidi is a South African fast bowler known for his pace, bounce, and impactful performances in international cricket across formats.
- 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_69e0c464fba881908d0ff2ac80511ce1 |
completed | April 16, 2026, 11:13 a.m. |
| NER | Named-entity recognition | batch_69ef5215ae3c81909e6dedba23822970 |
completed | April 27, 2026, 12:09 p.m. |
Created at: April 16, 2026, 6:34 p.m.