Triple
T23365569
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Newtown, Johannesburg |
E593309
|
entity |
| Predicate | partOf |
P40
|
FINISHED |
| Object | Johannesburg inner city regeneration projects |
—
|
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: Johannesburg inner city regeneration projects | Statement: [Newtown, Johannesburg, partOf, Johannesburg inner city regeneration projects]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Johannesburg inner city regeneration projects Context triple: [Newtown, Johannesburg, partOf, Johannesburg inner city regeneration projects]
-
A.
Porto Maravilha urban revitalization project
The Porto Maravilha urban revitalization project is a large-scale redevelopment initiative in Rio de Janeiro aimed at transforming the city’s historic port area into a modern cultural, business, and tourism hub.
-
B.
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.
-
C.
Groruddalen urban regeneration program
The Groruddalen urban regeneration program is a long-term public initiative in Oslo aimed at improving living conditions, infrastructure, and environmental quality in the Groruddalen valley through coordinated social, cultural, and physical development projects.
-
D.
South Cove urban renewal project
The South Cove urban renewal project was a mid-20th-century redevelopment initiative in Boston that transformed a historically immigrant and working-class neighborhood through large-scale clearance and construction, significantly reshaping the city’s Chinatown and surrounding areas.
-
E.
Charles Center urban renewal project
The Charles Center urban renewal project was a major mid-20th-century redevelopment initiative in downtown Baltimore that transformed a declining commercial district into a modern office and retail complex.
- 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: Johannesburg inner city regeneration projects Target entity description: Johannesburg inner city regeneration projects are a series of urban renewal initiatives aimed at revitalizing and redeveloping the city’s historic core into a safer, more vibrant, and economically active area.
-
A.
Porto Maravilha urban revitalization project
The Porto Maravilha urban revitalization project is a large-scale redevelopment initiative in Rio de Janeiro aimed at transforming the city’s historic port area into a modern cultural, business, and tourism hub.
-
B.
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.
-
C.
Groruddalen urban regeneration program
The Groruddalen urban regeneration program is a long-term public initiative in Oslo aimed at improving living conditions, infrastructure, and environmental quality in the Groruddalen valley through coordinated social, cultural, and physical development projects.
-
D.
South Cove urban renewal project
The South Cove urban renewal project was a mid-20th-century redevelopment initiative in Boston that transformed a historically immigrant and working-class neighborhood through large-scale clearance and construction, significantly reshaping the city’s Chinatown and surrounding areas.
-
E.
Charles Center urban renewal project
The Charles Center urban renewal project was a major mid-20th-century redevelopment initiative in downtown Baltimore that transformed a declining commercial district into a modern office and retail complex.
- 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_69e25d2593c88190bcdf4a716a94ccb2 |
completed | April 17, 2026, 4:17 p.m. |
| NER | Named-entity recognition | batch_69f1a0ab7fc481908b496ec9b543eddd |
completed | April 29, 2026, 6:09 a.m. |
Created at: April 17, 2026, 5:31 p.m.