Triple
T4466128
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hunter Expressway |
E98381
|
entity |
| Predicate | connectsRegion |
P845
|
FINISHED |
| Object | Newcastle region |
E348367
|
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 region | Statement: [Hunter Expressway, connectsRegion, Newcastle region]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Newcastle region Context triple: [Hunter Expressway, connectsRegion, Newcastle region]
-
A.
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.
-
B.
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.
-
C.
Northern New South Wales
Northern New South Wales is a coastal and inland region of the Australian state of New South Wales known for its subtropical climate, beaches, hinterland, and regional centres such as Byron Bay and Lismore.
-
D.
Central Coast region of New South Wales
chosen
The Central Coast region of New South Wales is a coastal area between Sydney and Newcastle known for its beaches, lakes, and growing urban communities.
-
E.
Illawarra region
The Illawarra region is a coastal area of New South Wales, Australia, known for its escarpment-backed beaches, heavy industry, and the city of Wollongong.
- 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_69b3454a7c608190944f5455c8031d73 |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b356991a588190be2f95fd957d7f99 |
completed | March 13, 2026, 12:13 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b6513446f08190b4ab18dffda9060a |
completed | March 15, 2026, 6:27 a.m. |
Created at: March 12, 2026, 11:34 p.m.