Triple
T14299690
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | National Highway network of Australia |
E354528
|
entity |
| Predicate | hasPart |
P35
|
FINISHED |
| Object |
Federal Highway (Australia)
Federal Highway (Australia) is a major road in New South Wales and the Australian Capital Territory that links Canberra to the Hume Highway near Goulburn, forming a key route between the national capital and Sydney.
|
E1092004
|
NE FINISHED |
How this triple was built (4 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: Federal Highway (Australia) | Statement: [National Highway network of Australia, hasPart, Federal Highway (Australia)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Federal Highway (Australia) Context triple: [National Highway network of Australia, hasPart, Federal Highway (Australia)]
-
A.
Bass Highway
Bass Highway is a major arterial road in Tasmania, Australia, linking key coastal towns and cities including Burnie.
-
B.
South Western Highway
South Western Highway is a major road in Western Australia that connects Perth with the state’s southwest towns and agricultural regions.
-
C.
New England Highway
The New England Highway is a major inland highway in eastern Australia that links New South Wales and Queensland, serving as a key transport route through the New England region.
-
D.
Hume Highway
The Hume Highway is a major intercity highway in southeastern Australia that forms the primary road link between Sydney and Melbourne.
-
E.
Great Western Highway
The Great Western Highway is a major transport route in New South Wales, Australia, linking Sydney with the Blue Mountains and the Central West regions.
- 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: Federal Highway (Australia) Triple: [National Highway network of Australia, hasPart, Federal Highway (Australia)]
Generated description
Federal Highway (Australia) is a major road in New South Wales and the Australian Capital Territory that links Canberra to the Hume Highway near Goulburn, forming a key route between the national capital and Sydney.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Federal Highway (Australia) Target entity description: Federal Highway (Australia) is a major road in New South Wales and the Australian Capital Territory that links Canberra to the Hume Highway near Goulburn, forming a key route between the national capital and Sydney.
-
A.
Bass Highway
Bass Highway is a major arterial road in Tasmania, Australia, linking key coastal towns and cities including Burnie.
-
B.
South Western Highway
South Western Highway is a major road in Western Australia that connects Perth with the state’s southwest towns and agricultural regions.
-
C.
New England Highway
The New England Highway is a major inland highway in eastern Australia that links New South Wales and Queensland, serving as a key transport route through the New England region.
-
D.
Hume Highway
The Hume Highway is a major intercity highway in southeastern Australia that forms the primary road link between Sydney and Melbourne.
-
E.
Great Western Highway
The Great Western Highway is a major transport route in New South Wales, Australia, linking Sydney with the Blue Mountains and the Central West regions.
- F. None of above. chosen
Provenance (5 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_69d8278e17088190b328c5a9d4be74ff |
completed | April 9, 2026, 10:26 p.m. |
| NER | Named-entity recognition | batch_69de717e246c819083e67ac2b3b77881 |
completed | April 14, 2026, 4:55 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fd3d2697648190beade47df424a9e5 |
completed | May 8, 2026, 1:32 a.m. |
| NEDg | Description generation | batch_69fd41335b308190b1d49b214d5206a1 |
completed | May 8, 2026, 1:49 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fd41fcd8b08190802e54e1c18b58e2 |
completed | May 8, 2026, 1:53 a.m. |
Created at: April 10, 2026, 1:11 a.m.