Triple
T15102380
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Coomera |
E360699
|
entity |
| Predicate | hasPlannedDevelopment |
P29791
|
FINISHED |
| Object |
Coomera Town Centre precinct
Coomera Town Centre precinct is a planned mixed-use urban hub on the Gold Coast in Queensland, Australia, intended to serve as a major centre for retail, commercial, residential, and transport services in the Coomera area.
|
E1136705
|
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: Coomera Town Centre precinct | Statement: [Coomera, hasPlannedDevelopment, Coomera Town Centre precinct]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Coomera Town Centre precinct Context triple: [Coomera, hasPlannedDevelopment, Coomera Town Centre precinct]
-
A.
Townsville Riverway precinct
The Townsville Riverway precinct is a major recreational and cultural waterfront area in Townsville, Queensland, featuring parklands, swimming lagoons, arts facilities, and community spaces along the Ross River.
-
B.
Belconnen Town Centre
Belconnen Town Centre is a major commercial and civic hub in the Belconnen district of Canberra, featuring shopping, offices, services, and public facilities.
-
C.
Casuarina Square shopping centre
Casuarina Square shopping centre is a major retail and entertainment complex in Darwin, Northern Territory, and one of the largest shopping centres in the region.
-
D.
Bundall
Bundall is a suburb on Queensland’s Gold Coast in Australia, known for its canals, waterfront properties, and proximity to the city’s central business and entertainment areas.
-
E.
Dandenong Plaza
Dandenong Plaza is a major regional shopping centre in Dandenong, Victoria, featuring a wide range of retail stores, dining options, and services.
- 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: Coomera Town Centre precinct Triple: [Coomera, hasPlannedDevelopment, Coomera Town Centre precinct]
Generated description
Coomera Town Centre precinct is a planned mixed-use urban hub on the Gold Coast in Queensland, Australia, intended to serve as a major centre for retail, commercial, residential, and transport services in the Coomera area.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Coomera Town Centre precinct Target entity description: Coomera Town Centre precinct is a planned mixed-use urban hub on the Gold Coast in Queensland, Australia, intended to serve as a major centre for retail, commercial, residential, and transport services in the Coomera area.
-
A.
Townsville Riverway precinct
The Townsville Riverway precinct is a major recreational and cultural waterfront area in Townsville, Queensland, featuring parklands, swimming lagoons, arts facilities, and community spaces along the Ross River.
-
B.
Belconnen Town Centre
Belconnen Town Centre is a major commercial and civic hub in the Belconnen district of Canberra, featuring shopping, offices, services, and public facilities.
-
C.
Casuarina Square shopping centre
Casuarina Square shopping centre is a major retail and entertainment complex in Darwin, Northern Territory, and one of the largest shopping centres in the region.
-
D.
Bundall
Bundall is a suburb on Queensland’s Gold Coast in Australia, known for its canals, waterfront properties, and proximity to the city’s central business and entertainment areas.
-
E.
Dandenong Plaza
Dandenong Plaza is a major regional shopping centre in Dandenong, Victoria, featuring a wide range of retail stores, dining options, and services.
- 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_69d85a0491ec8190830960be8fafb994 |
completed | April 10, 2026, 2:01 a.m. |
| NER | Named-entity recognition | batch_69e00551521c8190b48d1a074bb4bdfc |
completed | April 15, 2026, 9:38 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69feae2571f48190b73f0aecd113fed6 |
completed | May 9, 2026, 3:46 a.m. |
| NEDg | Description generation | batch_69feb0be78b0819092cc9d7e8775458f |
completed | May 9, 2026, 3:57 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69feb15a575c8190b02a21449530e361 |
completed | May 9, 2026, 4 a.m. |
Created at: April 10, 2026, 3:05 a.m.