Triple
T4310120
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | NSW Department of Primary Industries |
E94049
|
entity |
| Predicate | headquartersLocation |
P62
|
FINISHED |
| Object | Orange, New South Wales |
E319996
|
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: Orange, New South Wales | Statement: [NSW Department of Primary Industries, headquartersLocation, Orange, New South Wales]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Orange, New South Wales Context triple: [NSW Department of Primary Industries, headquartersLocation, Orange, New South Wales]
-
A.
Orange, New South Wales
chosen
Orange, New South Wales is a regional city in the Central West of New South Wales, Australia, known for its cool-climate wine industry, agriculture, and growing tourism sector.
-
B.
Singleton, New South Wales
Singleton, New South Wales is a historic rural town in Australia’s Hunter Region, known for its coal mining, power generation, and proximity to the Hunter Valley wine country.
-
C.
Osborne, New South Wales
Osborne, New South Wales is a small rural locality in the Riverina region of southern New South Wales, Australia.
-
D.
Hay, New South Wales
Hay, New South Wales is a rural town in the western Riverina region of Australia, known for its agricultural production and location on major transport routes.
-
E.
Hartley, New South Wales
Hartley, New South Wales is a small historic village in the Blue Mountains region of New South Wales, Australia, known for its well-preserved 19th-century buildings and colonial heritage.
- 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_69b3451886588190a3dd1305ea7c58dc |
completed | March 12, 2026, 10:58 p.m. |
| NER | Named-entity recognition | batch_69b350d55d748190a57fabcf58782dba |
completed | March 12, 2026, 11:48 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5c759b65081909b02db56febbc484 |
completed | March 14, 2026, 8:38 p.m. |
Created at: March 12, 2026, 11:11 p.m.