Triple
T6946867
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Southbank arts precinct |
E160818
|
entity |
| Predicate | developmentFocus |
P8671
|
FINISHED |
| Object |
Melbourne Arts Precinct transformation project
The Melbourne Arts Precinct transformation project is a major urban renewal initiative to expand and enhance Melbourne’s cultural district with new public spaces, arts facilities, and improved connections between existing institutions.
|
E631307
|
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: Melbourne Arts Precinct transformation project | Statement: [Southbank arts precinct, developmentFocus, Melbourne Arts Precinct transformation project]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Melbourne Arts Precinct transformation project Context triple: [Southbank arts precinct, developmentFocus, Melbourne Arts Precinct transformation project]
-
A.
Darwin Waterfront Precinct
Darwin Waterfront Precinct is a popular harbourside leisure and entertainment district in Darwin, Australia, featuring a wave lagoon, swimming areas, dining, and public spaces.
-
B.
Melbourne Sports and Entertainment Precinct
The Melbourne Sports and Entertainment Precinct is a major sporting and events hub in Melbourne that includes world-class venues such as those hosting the Australian Open and other large-scale sports and entertainment events.
-
C.
Mooloolaba Wharf precinct
Mooloolaba Wharf precinct is a waterfront dining, shopping, and entertainment area on Queensland’s Sunshine Coast, known for its marina, eateries, and tourist activities.
-
D.
Arts Centre Melbourne
Arts Centre Melbourne is a major performing arts complex in Melbourne, Australia, known for hosting theatre, music, dance, and comedy events.
-
E.
Adelaide Riverbank precinct
The Adelaide Riverbank precinct is a major cultural, entertainment, and recreational district along the River Torrens in central Adelaide, featuring arts venues, parklands, and event spaces.
- 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: Melbourne Arts Precinct transformation project Triple: [Southbank arts precinct, developmentFocus, Melbourne Arts Precinct transformation project]
Generated description
The Melbourne Arts Precinct transformation project is a major urban renewal initiative to expand and enhance Melbourne’s cultural district with new public spaces, arts facilities, and improved connections between existing institutions.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Melbourne Arts Precinct transformation project Target entity description: The Melbourne Arts Precinct transformation project is a major urban renewal initiative to expand and enhance Melbourne’s cultural district with new public spaces, arts facilities, and improved connections between existing institutions.
-
A.
Darwin Waterfront Precinct
Darwin Waterfront Precinct is a popular harbourside leisure and entertainment district in Darwin, Australia, featuring a wave lagoon, swimming areas, dining, and public spaces.
-
B.
Melbourne Sports and Entertainment Precinct
The Melbourne Sports and Entertainment Precinct is a major sporting and events hub in Melbourne that includes world-class venues such as those hosting the Australian Open and other large-scale sports and entertainment events.
-
C.
Mooloolaba Wharf precinct
Mooloolaba Wharf precinct is a waterfront dining, shopping, and entertainment area on Queensland’s Sunshine Coast, known for its marina, eateries, and tourist activities.
-
D.
Arts Centre Melbourne
Arts Centre Melbourne is a major performing arts complex in Melbourne, Australia, known for hosting theatre, music, dance, and comedy events.
-
E.
Adelaide Riverbank precinct
The Adelaide Riverbank precinct is a major cultural, entertainment, and recreational district along the River Torrens in central Adelaide, featuring arts venues, parklands, and event spaces.
- 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_69c68850419081909fb426b8f5a304c7 |
completed | March 27, 2026, 1:38 p.m. |
| NER | Named-entity recognition | batch_69c6da8beb408190b5c87a354c614cf2 |
completed | March 27, 2026, 7:29 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c75870719481908312b387a3c6ce81 |
completed | March 28, 2026, 4:26 a.m. |
| NEDg | Description generation | batch_69c759d65a008190a6121949651dcd5c |
completed | March 28, 2026, 4:32 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c75a7a0af88190abf9d1dc4efd8b29 |
completed | March 28, 2026, 4:35 a.m. |
Created at: March 27, 2026, 2:28 p.m.