Triple
T10742831
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Port Macquarie-Hastings Council |
E253370
|
entity |
| Predicate | regionServed |
P82
|
FINISHED |
| Object |
Port Macquarie-Hastings region
The Port Macquarie-Hastings region is a coastal local government area on the Mid North Coast of New South Wales, Australia, known for its beaches, waterways, and growing residential communities.
|
E887177
|
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: Port Macquarie-Hastings region | Statement: [Port Macquarie-Hastings Council, regionServed, Port Macquarie-Hastings region]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Port Macquarie-Hastings region Context triple: [Port Macquarie-Hastings Council, regionServed, Port Macquarie-Hastings region]
-
A.
Newcastle region
The Newcastle region is a coastal area in New South Wales, Australia, encompassing the city of Newcastle and its surroundings, known for its beaches, port, and industrial and cultural significance.
-
B.
Coffs Coast
Coffs Coast is a coastal region in northern New South Wales, Australia, known for its beaches, subtropical climate, and the city of Coffs Harbour.
-
C.
Wide Bay–Burnett region
The Wide Bay–Burnett region is a coastal and agricultural area in southeastern Queensland, Australia, known for its sugarcane farming, beaches, and regional centers such as Bundaberg and Maryborough.
-
D.
Byron Shire
Byron Shire is a coastal local government area in the Northern Rivers region of New South Wales, Australia, known for its alternative lifestyle communities, beaches, and the popular tourist town of Byron Bay.
-
E.
Port Macquarie hinterland
The Port Macquarie hinterland is a rural and semi-rural region inland from Port Macquarie on the New South Wales Mid North Coast, known for its forests, farmland, and small townships.
- 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: Port Macquarie-Hastings region Triple: [Port Macquarie-Hastings Council, regionServed, Port Macquarie-Hastings region]
Generated description
The Port Macquarie-Hastings region is a coastal local government area on the Mid North Coast of New South Wales, Australia, known for its beaches, waterways, and growing residential communities.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Port Macquarie-Hastings region Target entity description: The Port Macquarie-Hastings region is a coastal local government area on the Mid North Coast of New South Wales, Australia, known for its beaches, waterways, and growing residential communities.
-
A.
Newcastle region
The Newcastle region is a coastal area in New South Wales, Australia, encompassing the city of Newcastle and its surroundings, known for its beaches, port, and industrial and cultural significance.
-
B.
Coffs Coast
Coffs Coast is a coastal region in northern New South Wales, Australia, known for its beaches, subtropical climate, and the city of Coffs Harbour.
-
C.
Wide Bay–Burnett region
The Wide Bay–Burnett region is a coastal and agricultural area in southeastern Queensland, Australia, known for its sugarcane farming, beaches, and regional centers such as Bundaberg and Maryborough.
-
D.
Byron Shire
Byron Shire is a coastal local government area in the Northern Rivers region of New South Wales, Australia, known for its alternative lifestyle communities, beaches, and the popular tourist town of Byron Bay.
-
E.
Port Macquarie hinterland
The Port Macquarie hinterland is a rural and semi-rural region inland from Port Macquarie on the New South Wales Mid North Coast, known for its forests, farmland, and small townships.
- 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_69d6aa5e51e8819095f06881cecf152e |
completed | April 8, 2026, 7:19 p.m. |
| NER | Named-entity recognition | batch_69d711b5dd8c81908f1d9b126e4c3ae7 |
completed | April 9, 2026, 2:40 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69de84932abc8190907c32720e35442e |
completed | April 14, 2026, 6:16 p.m. |
| NEDg | Description generation | batch_69de8954500c81909b57c4f8007959aa |
completed | April 14, 2026, 6:37 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69de8f38e3048190b1acc81bb56fe165 |
completed | April 14, 2026, 7:02 p.m. |
Created at: April 8, 2026, 9:15 p.m.