Triple
T4292539
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Newcastle Transport |
E99629
|
entity |
| Predicate | serviceArea |
P82
|
FINISHED |
| Object | Newcastle local government area |
E64817
|
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: Newcastle local government area | Statement: [Newcastle Transport, serviceArea, Newcastle local government area]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Newcastle local government area Context triple: [Newcastle Transport, serviceArea, Newcastle local government area]
-
A.
Newcastle, New South Wales
Newcastle, New South Wales is a coastal Australian city known for its busy port, beaches, and historic industrial and coal-mining heritage.
-
B.
Newcastle City Council
Newcastle City Council is the local government authority responsible for administering public services and local policies in the city of Newcastle upon Tyne, England.
-
C.
Newcastle City Council
chosen
Newcastle City Council is the local government authority responsible for administering and providing municipal services to the city of Newcastle in New South Wales, Australia.
-
D.
Greater Newcastle area
The Greater Newcastle area is a major urban and economic region in New South Wales, Australia, centered on the city of Newcastle and encompassing surrounding cities and towns such as Maitland.
-
E.
City of Sydney local government area
The City of Sydney local government area is the central municipal council district of metropolitan Sydney, encompassing the city's primary business, cultural, and historic precincts.
- 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.