Triple
T17231247
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | History of Brisbane |
E418246
|
entity |
| Predicate | includesTopic |
P494
|
FINISHED |
| Object |
South Bank Parklands redevelopment
The South Bank Parklands redevelopment is a major urban renewal project in Brisbane that transformed the former World Expo ’88 site into a prominent riverside cultural, recreational, and tourism precinct.
|
E1256972
|
NE FINISHED |
How this triple was built (4 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: South Bank Parklands redevelopment | Statement: [History of Brisbane, includesTopic, South Bank Parklands redevelopment]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: South Bank Parklands redevelopment Context triple: [History of Brisbane, includesTopic, South Bank Parklands redevelopment]
-
A.
Thames Gateway regeneration area
The Thames Gateway regeneration area is a major urban renewal and development corridor in South East England focused on revitalizing former industrial and brownfield sites along the River Thames.
-
B.
Liverpool Waters regeneration scheme
The Liverpool Waters regeneration scheme is a major long-term waterfront redevelopment project in Liverpool, England, transforming former docklands into a mixed-use district of residential, commercial, and leisure spaces.
-
C.
Royal Arsenal Riverside regeneration project
The Royal Arsenal Riverside regeneration project is a major mixed-use redevelopment transforming the historic Royal Arsenal site in Woolwich into a modern residential, commercial, and cultural riverside district.
-
D.
Southampton Waterside regeneration
Southampton Waterside regeneration is a major waterfront redevelopment initiative in Southampton focused on transforming former industrial and dockland areas into mixed-use residential, commercial, and leisure spaces.
-
E.
Lancaster riverside regeneration
Lancaster riverside regeneration is an urban redevelopment project transforming Lancaster’s riverfront area into a modern, accessible, and attractive public and commercial space.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: South Bank Parklands redevelopment Triple: [History of Brisbane, includesTopic, South Bank Parklands redevelopment]
Generated description
The South Bank Parklands redevelopment is a major urban renewal project in Brisbane that transformed the former World Expo ’88 site into a prominent riverside cultural, recreational, and tourism precinct.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: South Bank Parklands redevelopment Target entity description: The South Bank Parklands redevelopment is a major urban renewal project in Brisbane that transformed the former World Expo ’88 site into a prominent riverside cultural, recreational, and tourism precinct.
-
A.
Thames Gateway regeneration area
The Thames Gateway regeneration area is a major urban renewal and development corridor in South East England focused on revitalizing former industrial and brownfield sites along the River Thames.
-
B.
Liverpool Waters regeneration scheme
The Liverpool Waters regeneration scheme is a major long-term waterfront redevelopment project in Liverpool, England, transforming former docklands into a mixed-use district of residential, commercial, and leisure spaces.
-
C.
Royal Arsenal Riverside regeneration project
The Royal Arsenal Riverside regeneration project is a major mixed-use redevelopment transforming the historic Royal Arsenal site in Woolwich into a modern residential, commercial, and cultural riverside district.
-
D.
Southampton Waterside regeneration
Southampton Waterside regeneration is a major waterfront redevelopment initiative in Southampton focused on transforming former industrial and dockland areas into mixed-use residential, commercial, and leisure spaces.
-
E.
Lancaster riverside regeneration
Lancaster riverside regeneration is an urban redevelopment project transforming Lancaster’s riverfront area into a modern, accessible, and attractive public and commercial space.
- F. None of above. chosen
Provenance (5 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_69d886d8e96081909870bff6c3d0bf09 |
completed | April 10, 2026, 5:12 a.m. |
| NER | Named-entity recognition | batch_69e42df6e7608190af40093c9fe6644c |
completed | April 19, 2026, 1:20 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a016760873c8190bab70ad4ca0c6d8e |
completed | May 11, 2026, 5:21 a.m. |
| NEDg | Description generation | batch_6a016838367c8190b5117d5314f71a16 |
completed | May 11, 2026, 5:25 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0168976af88190a5f839a93538ac6f |
completed | May 11, 2026, 5:26 a.m. |
Created at: April 10, 2026, 5:39 a.m.