Triple
T2438565
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Tweed Heads |
E53219
|
entity |
| Predicate | roadConnection |
P385
|
FINISHED |
| Object |
Pacific Motorway
The Pacific Motorway is a major Australian highway that runs along the east coast, linking Brisbane with the New South Wales border and serving as a key route for commuter and freight traffic.
|
E266829
|
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 Motorway | Statement: [Tweed Heads, roadConnection, Pacific Motorway]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Pacific Motorway Context triple: [Tweed Heads, roadConnection, Pacific Motorway]
-
A.
Hume Highway
The Hume Highway is a major intercity highway in southeastern Australia that forms the primary road link between Sydney and Melbourne.
-
B.
Bruce Highway
Bruce Highway is a major arterial road in Queensland, Australia, linking Brisbane with key coastal regions including the Sunshine Coast and extending north along much of the state’s eastern seaboard.
-
C.
Sturt Highway
Sturt Highway is a major Australian interstate highway that links Sydney and Adelaide via regional New South Wales, including the Riverina region.
-
D.
Riverina Highway
Riverina Highway is a major rural roadway in New South Wales, Australia, that links inland towns across the Riverina region and connects them to larger transport routes.
-
E.
Warrego Highway
Warrego Highway is a major east–west arterial road in southern Queensland, Australia, linking Brisbane and the Darling Downs region, including the city of Toowoomba.
- 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 Motorway Triple: [Tweed Heads, roadConnection, Pacific Motorway]
Generated description
The Pacific Motorway is a major Australian highway that runs along the east coast, linking Brisbane with the New South Wales border and serving as a key route for commuter and freight traffic.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Pacific Motorway Target entity description: The Pacific Motorway is a major Australian highway that runs along the east coast, linking Brisbane with the New South Wales border and serving as a key route for commuter and freight traffic.
-
A.
Hume Highway
The Hume Highway is a major intercity highway in southeastern Australia that forms the primary road link between Sydney and Melbourne.
-
B.
Bruce Highway
Bruce Highway is a major arterial road in Queensland, Australia, linking Brisbane with key coastal regions including the Sunshine Coast and extending north along much of the state’s eastern seaboard.
-
C.
Sturt Highway
Sturt Highway is a major Australian interstate highway that links Sydney and Adelaide via regional New South Wales, including the Riverina region.
-
D.
Riverina Highway
Riverina Highway is a major rural roadway in New South Wales, Australia, that links inland towns across the Riverina region and connects them to larger transport routes.
-
E.
Warrego Highway
Warrego Highway is a major east–west arterial road in southern Queensland, Australia, linking Brisbane and the Darling Downs region, including the city of Toowoomba.
- 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_69ab495b6dac8190ac82661aa1452222 |
completed | March 6, 2026, 9:38 p.m. |
| NER | Named-entity recognition | batch_69abc9f4d2dc8190b3c264a6c20d1bd5 |
completed | March 7, 2026, 6:47 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69aef0b0e920819088bd7ee3684c81fe |
completed | March 9, 2026, 4:09 p.m. |
| NEDg | Description generation | batch_69aef4d2cd3c81908773ac7ff9e4b28d |
completed | March 9, 2026, 4:26 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69aef54c3f1c819085019bd8e48d7db7 |
completed | March 9, 2026, 4:29 p.m. |
Created at: March 6, 2026, 9:43 p.m.