Triple
T3255189
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | South East Queensland |
E68278
|
entity |
| Predicate | containsUrbanArea |
P11388
|
FINISHED |
| Object |
Gold Coast–Tweed Heads urban area
The Gold Coast–Tweed Heads urban area is a major coastal conurbation spanning the Queensland–New South Wales border in eastern Australia, known for its tourism, beaches, and high-rise skyline.
|
E342466
|
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: Gold Coast–Tweed Heads urban area | Statement: [South East Queensland, containsUrbanArea, Gold Coast–Tweed Heads urban area]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Gold Coast–Tweed Heads urban area Context triple: [South East Queensland, containsUrbanArea, Gold Coast–Tweed Heads urban area]
-
A.
New South Wales Central Coast urban area
The New South Wales Central Coast urban area is a coastal conurbation between Sydney and Newcastle known for its beaches, commuter suburbs, and regional commercial centres.
-
B.
Greater Sydney region
The Greater Sydney region is the expansive metropolitan area centered on Sydney, Australia, encompassing the city and its surrounding urban and coastal communities.
-
C.
Northern Beaches region
The Northern Beaches region is a coastal area in northern Sydney, Australia, known for its string of popular surf beaches, relaxed lifestyle, and scenic headlands.
-
D.
Sutherland Shire
Sutherland Shire is a local government area in southern Sydney, Australia, known for its coastal suburbs, national parks, and waterways.
-
E.
Tweed Heads
Tweed Heads is a coastal town in far northeastern New South Wales, Australia, situated on the Tweed River near the Queensland border and known for its beaches and tourism.
- 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: Gold Coast–Tweed Heads urban area Triple: [South East Queensland, containsUrbanArea, Gold Coast–Tweed Heads urban area]
Generated description
The Gold Coast–Tweed Heads urban area is a major coastal conurbation spanning the Queensland–New South Wales border in eastern Australia, known for its tourism, beaches, and high-rise skyline.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Gold Coast–Tweed Heads urban area Target entity description: The Gold Coast–Tweed Heads urban area is a major coastal conurbation spanning the Queensland–New South Wales border in eastern Australia, known for its tourism, beaches, and high-rise skyline.
-
A.
New South Wales Central Coast urban area
The New South Wales Central Coast urban area is a coastal conurbation between Sydney and Newcastle known for its beaches, commuter suburbs, and regional commercial centres.
-
B.
Greater Sydney region
The Greater Sydney region is the expansive metropolitan area centered on Sydney, Australia, encompassing the city and its surrounding urban and coastal communities.
-
C.
Northern Beaches region
The Northern Beaches region is a coastal area in northern Sydney, Australia, known for its string of popular surf beaches, relaxed lifestyle, and scenic headlands.
-
D.
Sutherland Shire
Sutherland Shire is a local government area in southern Sydney, Australia, known for its coastal suburbs, national parks, and waterways.
-
E.
Tweed Heads
Tweed Heads is a coastal town in far northeastern New South Wales, Australia, situated on the Tweed River near the Queensland border and known for its beaches and tourism.
- 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_69ad858f74408190bcbd07f967cd7bd0 |
completed | March 8, 2026, 2:19 p.m. |
| NER | Named-entity recognition | batch_69adaf65c9388190a0d74d6365ce631e |
completed | March 8, 2026, 5:18 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b28ec9553881908ee96b8684934914 |
completed | March 12, 2026, 10 a.m. |
| NEDg | Description generation | batch_69b28f9e12488190b93355b783300264 |
completed | March 12, 2026, 10:04 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b2c092063481909982dea3f71c00c1 |
completed | March 12, 2026, 1:33 p.m. |
Created at: March 8, 2026, 3:09 p.m.