Triple
T563652
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Sunshine Coast |
E13507
|
entity |
| Predicate | majorTown |
P316
|
FINISHED |
| Object |
Maroochydore
Maroochydore is a coastal urban centre in Queensland, Australia, known as a key commercial, retail, and administrative hub of the Sunshine Coast region.
|
E81447
|
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: Maroochydore | Statement: [Sunshine Coast, majorTown, Maroochydore]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Maroochydore Context triple: [Sunshine Coast, majorTown, Maroochydore]
-
A.
Bundaberg
Bundaberg is a coastal city in eastern Australia known for its sugarcane industry, rum distillery, and proximity to the southern Great Barrier Reef.
-
B.
Noosa Heads
Noosa Heads is a popular coastal resort town in Queensland, Australia, known for its beaches, national park, and vibrant tourism scene.
-
C.
Broome
Broome is a coastal resort town in the Kimberley region of Western Australia, known for its pearling history, Cable Beach, and striking red sandstone landscapes.
-
D.
Nambucca Heads
Nambucca Heads is a coastal town in New South Wales, Australia, known for its scenic river estuary, beaches, and role as a popular holiday destination.
-
E.
Wyong
Wyong is a town and administrative centre on the Central Coast of New South Wales, Australia.
- 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: Maroochydore Triple: [Sunshine Coast, majorTown, Maroochydore]
Generated description
Maroochydore is a coastal urban centre in Queensland, Australia, known as a key commercial, retail, and administrative hub of the Sunshine Coast region.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Maroochydore Target entity description: Maroochydore is a coastal urban centre in Queensland, Australia, known as a key commercial, retail, and administrative hub of the Sunshine Coast region.
-
A.
Bundaberg
Bundaberg is a coastal city in eastern Australia known for its sugarcane industry, rum distillery, and proximity to the southern Great Barrier Reef.
-
B.
Noosa Heads
Noosa Heads is a popular coastal resort town in Queensland, Australia, known for its beaches, national park, and vibrant tourism scene.
-
C.
Broome
Broome is a coastal resort town in the Kimberley region of Western Australia, known for its pearling history, Cable Beach, and striking red sandstone landscapes.
-
D.
Nambucca Heads
Nambucca Heads is a coastal town in New South Wales, Australia, known for its scenic river estuary, beaches, and role as a popular holiday destination.
-
E.
Wyong
Wyong is a town and administrative centre on the Central Coast of New South Wales, Australia.
- 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_69a4933edcf08190b35ecfd6014caee6 |
completed | March 1, 2026, 7:27 p.m. |
| NER | Named-entity recognition | batch_69a49a712bc48190ba298b3c76ab11cc |
completed | March 1, 2026, 7:58 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a58a6d19248190a5a57930153a208f |
completed | March 2, 2026, 1:02 p.m. |
| NEDg | Description generation | batch_69a58e46d418819081d943dfdfb9b6e8 |
completed | March 2, 2026, 1:19 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69a58ee773308190ad1648bb834096a6 |
completed | March 2, 2026, 1:21 p.m. |
Created at: March 1, 2026, 7:32 p.m.