Triple
T3334883
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Lake Macquarie City Council |
E70115
|
entity |
| Predicate | governsPopulationCentre |
P2106
|
FINISHED |
| Object |
Lake Macquarie urban area
Lake Macquarie urban area is a major residential and commercial region in New South Wales, Australia, situated around Lake Macquarie and forming part of the greater Newcastle metropolitan area.
|
E354796
|
NE FINISHED |
How this triple was built (5 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: Lake Macquarie urban area | Statement: [Lake Macquarie City Council, governsPopulationCentre, Lake Macquarie urban area]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Lake Macquarie urban area Context triple: [Lake Macquarie City Council, governsPopulationCentre, Lake Macquarie urban area]
-
A.
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.
-
B.
Maitland, New South Wales
Maitland, New South Wales is a historic regional city in Australia known for its heritage architecture and proximity to the Hunter Valley wine region.
-
C.
Port Stephens
Port Stephens is a large natural harbour and popular coastal tourist destination on the New South Wales mid-north coast of Australia, known for its beaches, marine life, and water-based recreation.
-
D.
North Sydney
North Sydney is a major commercial and residential district on the lower North Shore of Sydney, known for its high-rise office towers, proximity to the Sydney Harbour Bridge, and views over Sydney Harbour.
-
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: Lake Macquarie urban area Triple: [Lake Macquarie City Council, governsPopulationCentre, Lake Macquarie urban area]
Generated description
Lake Macquarie urban area is a major residential and commercial region in New South Wales, Australia, situated around Lake Macquarie and forming part of the greater Newcastle metropolitan area.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Lake Macquarie urban area Target entity description: Lake Macquarie urban area is a major residential and commercial region in New South Wales, Australia, situated around Lake Macquarie and forming part of the greater Newcastle metropolitan area.
-
A.
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.
-
B.
Maitland, New South Wales
Maitland, New South Wales is a historic regional city in Australia known for its heritage architecture and proximity to the Hunter Valley wine region.
-
C.
Port Stephens
Port Stephens is a large natural harbour and popular coastal tourist destination on the New South Wales mid-north coast of Australia, known for its beaches, marine life, and water-based recreation.
-
D.
North Sydney
North Sydney is a major commercial and residential district on the lower North Shore of Sydney, known for its high-rise office towers, proximity to the Sydney Harbour Bridge, and views over Sydney Harbour.
-
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
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: governsPopulationCentre Context triple: [Lake Macquarie City Council, governsPopulationCentre, Lake Macquarie urban area]
-
A.
governedPopulation
Indicates that one entity serves as the governing authority over the population of another entity.
-
B.
appliesToPopulationCenter
Indicates that something (such as a rule, condition, or characteristic) is relevant or applicable to a specific population center (e.g., a city, town, or urban area).
-
C.
hasPopulationCenterType
Indicates the classification of a population center by its type, such as city, town, village, or other settlement category.
-
D.
hasPopulationCenter
chosen
Indicates that an area, region, or administrative unit contains or is served by a primary settlement or population hub.
-
E.
populationCensusAuthority
Indicates that an entity serves as the official authority responsible for conducting and overseeing population censuses for a given jurisdiction.
- F. None of above.
Provenance (6 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_69ad85a24f208190bcf83131bfed3521 |
completed | March 8, 2026, 2:20 p.m. |
| NER | Named-entity recognition | batch_69adb1961b888190bda38ba301ddc51d |
completed | March 8, 2026, 5:27 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b34bb819688190bb6198ac43f48449 |
completed | March 12, 2026, 11:26 p.m. |
| NEDg | Description generation | batch_69b34e44bd748190a9c6c67be6bcb9de |
completed | March 12, 2026, 11:37 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b34ed57bf0819080fa0eb8e6875cb6 |
completed | March 12, 2026, 11:40 p.m. |
| PD | Predicate disambiguation | batch_69ada42c2ba8819091136805ce17b39d |
completed | March 8, 2026, 4:30 p.m. |
Created at: March 8, 2026, 3:12 p.m.