Triple
T563656
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Sunshine Coast |
E13507
|
entity |
| Predicate | majorTown |
P316
|
FINISHED |
| Object |
Nambour
Nambour is a regional town in Queensland, Australia, historically known for its sugar industry and now serving as an administrative and service hub for the Sunshine Coast hinterland.
|
E82871
|
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: Nambour | Statement: [Sunshine Coast, majorTown, Nambour]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Nambour Context triple: [Sunshine Coast, majorTown, Nambour]
-
A.
Coffs Harbour
Coffs Harbour is a coastal city in northern New South Wales, Australia, known for its beaches, banana plantations, and the iconic Big Banana tourist attraction.
-
B.
Lismore
Lismore is a regional city in northeastern New South Wales, Australia, known as a commercial and administrative centre for the surrounding Northern Rivers area.
-
C.
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.
-
D.
Toowoomba
Toowoomba is a major regional city on the Darling Downs in eastern Australia, known for its gardens, annual Carnival of Flowers, and role as a service and education hub for southern Queensland.
-
E.
Junee
Junee is a historic rural town in the Riverina region of New South Wales, Australia, known for its railway heritage and agricultural surroundings.
- 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: Nambour Triple: [Sunshine Coast, majorTown, Nambour]
Generated description
Nambour is a regional town in Queensland, Australia, historically known for its sugar industry and now serving as an administrative and service hub for the Sunshine Coast hinterland.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Nambour Target entity description: Nambour is a regional town in Queensland, Australia, historically known for its sugar industry and now serving as an administrative and service hub for the Sunshine Coast hinterland.
-
A.
Coffs Harbour
Coffs Harbour is a coastal city in northern New South Wales, Australia, known for its beaches, banana plantations, and the iconic Big Banana tourist attraction.
-
B.
Lismore
Lismore is a regional city in northeastern New South Wales, Australia, known as a commercial and administrative centre for the surrounding Northern Rivers area.
-
C.
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.
-
D.
Toowoomba
Toowoomba is a major regional city on the Darling Downs in eastern Australia, known for its gardens, annual Carnival of Flowers, and role as a service and education hub for southern Queensland.
-
E.
Junee
Junee is a historic rural town in the Riverina region of New South Wales, Australia, known for its railway heritage and agricultural surroundings.
- 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_69a5c389eb708190911de8a28e55ab7f |
completed | March 2, 2026, 5:06 p.m. |
| NEDg | Description generation | batch_69a5c931f4108190a5a4f1ed6241330d |
completed | March 2, 2026, 5:30 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69a5ce4e6a74819082987a4c63023e48 |
completed | March 2, 2026, 5:52 p.m. |
Created at: March 1, 2026, 7:32 p.m.