Triple
T16604414
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Regional New South Wales |
E403412
|
entity |
| Predicate | hasTransportInfrastructure |
P2560
|
FINISHED |
| Object |
Pacific Highway outside Sydney
The Pacific Highway outside Sydney is a major coastal road in New South Wales that links Sydney with numerous regional towns and cities along Australia’s east coast.
|
E1223817
|
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: Pacific Highway outside Sydney | Statement: [Regional New South Wales, hasTransportInfrastructure, Pacific Highway outside Sydney]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Pacific Highway outside Sydney Context triple: [Regional New South Wales, hasTransportInfrastructure, Pacific Highway outside Sydney]
-
A.
Bradfield Highway, Sydney
Bradfield Highway in Sydney is a major roadway best known for carrying traffic across the Sydney Harbour Bridge between the city centre and the North Shore.
-
B.
South Coast Highway
South Coast Highway is a major coastal road in Western Australia that links the town of Esperance with other key communities along the state's southern coastline.
-
C.
Albany Highway
Albany Highway is a major arterial road in Western Australia that links the state capital Perth with the regional city of Albany.
-
D.
Augusta Highway
Augusta Highway is a major road in South Australia that serves as a key route linking Adelaide with the state’s northern regions and the outback.
-
E.
Anzac Highway
Anzac Highway is a major arterial road in Adelaide, South Australia, linking the city centre with the coastal suburb of Glenelg and serving as a key commuter and transport route.
- 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: Pacific Highway outside Sydney Triple: [Regional New South Wales, hasTransportInfrastructure, Pacific Highway outside Sydney]
Generated description
The Pacific Highway outside Sydney is a major coastal road in New South Wales that links Sydney with numerous regional towns and cities along Australia’s east coast.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Pacific Highway outside Sydney Target entity description: The Pacific Highway outside Sydney is a major coastal road in New South Wales that links Sydney with numerous regional towns and cities along Australia’s east coast.
-
A.
Bradfield Highway, Sydney
Bradfield Highway in Sydney is a major roadway best known for carrying traffic across the Sydney Harbour Bridge between the city centre and the North Shore.
-
B.
South Coast Highway
South Coast Highway is a major coastal road in Western Australia that links the town of Esperance with other key communities along the state's southern coastline.
-
C.
Albany Highway
Albany Highway is a major arterial road in Western Australia that links the state capital Perth with the regional city of Albany.
-
D.
Augusta Highway
Augusta Highway is a major road in South Australia that serves as a key route linking Adelaide with the state’s northern regions and the outback.
-
E.
Anzac Highway
Anzac Highway is a major arterial road in Adelaide, South Australia, linking the city centre with the coastal suburb of Glenelg and serving as a key commuter and transport route.
- 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_69d883880d0c81908b5fcd454e767b60 |
completed | April 10, 2026, 4:58 a.m. |
| NER | Named-entity recognition | batch_69e3608ff1a481909084e7ad984b0f95 |
completed | April 18, 2026, 10:44 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a007daa9f7c8190a9540d9a7a6ca6fb |
completed | May 10, 2026, 12:44 p.m. |
| NEDg | Description generation | batch_6a007e6507208190b3f32c05a2f647bd |
completed | May 10, 2026, 12:47 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a007f2cefa081908734a907da33a72f |
completed | May 10, 2026, 12:50 p.m. |
Created at: April 10, 2026, 5:17 a.m.