Triple
T4292540
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Newcastle Transport |
E99629
|
entity |
| Predicate | serviceArea |
P82
|
FINISHED |
| Object | Lake Macquarie local government area |
E70115
|
NE FINISHED |
How this triple was built (2 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 local government area | Statement: [Newcastle Transport, serviceArea, Lake Macquarie local government area]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Lake Macquarie local government area Context triple: [Newcastle Transport, serviceArea, Lake Macquarie local government area]
-
A.
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.
-
B.
Lake Macquarie City Council
chosen
Lake Macquarie City Council is the local government authority responsible for administering the Lake Macquarie region in New South Wales, Australia.
-
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.
Lake Macquarie
Lake Macquarie is a large coastal saltwater lake in New South Wales, Australia, known for its recreational boating, fishing, and surrounding residential communities.
-
E.
Merewether, New South Wales
Merewether, New South Wales is a coastal suburb of Newcastle known for its popular surf beaches, ocean baths, and relaxed seaside lifestyle.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69b3455175088190aa79c6e03b86647e |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b3508035a08190b752c8edce0aff86 |
completed | March 12, 2026, 11:47 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5c739df2c8190af6f8d9bf36afca8 |
completed | March 14, 2026, 8:38 p.m. |
Created at: March 12, 2026, 11:08 p.m.