Triple
T3255449
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Gold Coast Airport |
E68283
|
entity |
| Predicate | locatedIn |
P40
|
FINISHED |
| Object |
Bilinga, Queensland
Bilinga, Queensland is a coastal suburb at the southern end of the Gold Coast known for its beaches and proximity to the New South Wales border.
|
E341221
|
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: Bilinga, Queensland | Statement: [Gold Coast Airport, locatedIn, Bilinga, Queensland]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bilinga, Queensland Context triple: [Gold Coast Airport, locatedIn, Bilinga, Queensland]
-
A.
Tewantin
Tewantin is a historic riverside town in Queensland, Australia, that serves as one of the main service and residential hubs for the Noosa region.
-
B.
Nimbin
Nimbin is a small alternative-lifestyle village in northern New South Wales, Australia, known for its countercultural community, cannabis law reform activism, and vibrant arts scene.
-
C.
Halls Creek
Halls Creek is a remote outback town in Western Australia known as a service hub for the eastern Kimberley region and for its proximity to significant natural and cultural attractions.
-
D.
Weipa
Weipa is a remote coastal mining town in Far North Queensland, Australia, known primarily for its large bauxite deposits and role as a major export port.
-
E.
Murwillumbah
Murwillumbah is a regional town in far northeastern New South Wales, Australia, known as a gateway to the Tweed Valley and nearby Mount Warning (Wollumbin) National Park.
- 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: Bilinga, Queensland Triple: [Gold Coast Airport, locatedIn, Bilinga, Queensland]
Generated description
Bilinga, Queensland is a coastal suburb at the southern end of the Gold Coast known for its beaches and proximity to the New South Wales border.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bilinga, Queensland Target entity description: Bilinga, Queensland is a coastal suburb at the southern end of the Gold Coast known for its beaches and proximity to the New South Wales border.
-
A.
Tewantin
Tewantin is a historic riverside town in Queensland, Australia, that serves as one of the main service and residential hubs for the Noosa region.
-
B.
Nimbin
Nimbin is a small alternative-lifestyle village in northern New South Wales, Australia, known for its countercultural community, cannabis law reform activism, and vibrant arts scene.
-
C.
Halls Creek
Halls Creek is a remote outback town in Western Australia known as a service hub for the eastern Kimberley region and for its proximity to significant natural and cultural attractions.
-
D.
Weipa
Weipa is a remote coastal mining town in Far North Queensland, Australia, known primarily for its large bauxite deposits and role as a major export port.
-
E.
Murwillumbah
Murwillumbah is a regional town in far northeastern New South Wales, Australia, known as a gateway to the Tweed Valley and nearby Mount Warning (Wollumbin) National Park.
- 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_69adaf6753b0819081755a529fd87cb1 |
completed | March 8, 2026, 5:18 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b28ece1d1c81909bacadecea679a7f |
completed | March 12, 2026, 10 a.m. |
| NEDg | Description generation | batch_69b2904acf6881908fc4f1eb0e515b19 |
completed | March 12, 2026, 10:07 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b2a8b873b081909bbb5de329e45169 |
completed | March 12, 2026, 11:51 a.m. |
Created at: March 8, 2026, 3:09 p.m.