Triple
T14016913
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ellis Park area, Johannesburg |
E337226
|
entity |
| Predicate | partOf |
P40
|
FINISHED |
| Object | Johannesburg inner city regeneration zones |
E292094
|
NE FINISHED |
How this triple was built (2 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: Johannesburg inner city regeneration zones | Statement: [Ellis Park area, Johannesburg, partOf, Johannesburg inner city regeneration zones]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Johannesburg inner city regeneration zones Context triple: [Ellis Park area, Johannesburg, partOf, Johannesburg inner city regeneration zones]
-
A.
Randburg central business district
Randburg central business district is the main commercial and administrative hub of Randburg, a northern suburb of Johannesburg, South Africa.
-
B.
Sophiatown
Sophiatown was a vibrant, historically significant multiracial suburb of Johannesburg, South Africa, known for its rich cultural and political life before its destruction under apartheid-era forced removals.
-
C.
Johannesburg CBD
chosen
Johannesburg CBD is the historic commercial and financial heart of Johannesburg, characterized by dense high-rise development, major business institutions, and extensive transport links.
-
D.
Mapocho Urbano Limpio project
The Mapocho Urbano Limpio project is an environmental initiative aimed at cleaning up and restoring the ecological and recreational quality of the Mapocho River in Santiago, Chile.
-
E.
Sasolburg urban area
Sasolburg urban area is an industrial and residential region in South Africa’s Free State province, known primarily for its petrochemical industry and association with the town of Sasolburg.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69d81c6543a48190bd5ba93d7419e797 |
completed | April 9, 2026, 9:38 p.m. |
| NER | Named-entity recognition | batch_69de2f396b648190927e5718c3bb6511 |
completed | April 14, 2026, 12:12 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fbacad948c81909db7187da5a9b97d |
completed | May 6, 2026, 9:03 p.m. |
Created at: April 9, 2026, 10:19 p.m.