Triple
T11846733
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Peel region |
E281796
|
entity |
| Predicate | hasTransportLink |
P1298
|
FINISHED |
| Object |
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.
|
E954193
|
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: South Western Highway | Statement: [Peel region, hasTransportLink, South Western Highway]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: South Western Highway Context triple: [Peel region, hasTransportLink, South Western Highway]
-
A.
Mitchell Highway
The Mitchell Highway is a major rural highway in New South Wales and Queensland, Australia, linking inland regional centres and serving as a key transport route across the central west of the country.
-
B.
Mid-Western Highway
The Mid-Western Highway is a major rural highway in New South Wales, Australia, linking the central and western regions of the state and forming part of an important inland route between Sydney and Adelaide.
-
C.
Sunraysia Highway
Sunraysia Highway is a major rural highway in north-western Victoria, Australia, linking regional towns and agricultural areas across the state’s interior.
-
D.
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.
-
E.
Cobb Highway
Cobb Highway is a major rural road in New South Wales, Australia, linking several inland towns and forming part of an important north–south 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: South Western Highway Triple: [Peel region, hasTransportLink, South Western Highway]
Generated description
South Western Highway is a major road in Western Australia that connects Perth with the state’s southwest towns and agricultural regions.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: South Western Highway Target entity description: South Western Highway is a major road in Western Australia that connects Perth with the state’s southwest towns and agricultural regions.
-
A.
Mitchell Highway
The Mitchell Highway is a major rural highway in New South Wales and Queensland, Australia, linking inland regional centres and serving as a key transport route across the central west of the country.
-
B.
Mid-Western Highway
The Mid-Western Highway is a major rural highway in New South Wales, Australia, linking the central and western regions of the state and forming part of an important inland route between Sydney and Adelaide.
-
C.
Sunraysia Highway
Sunraysia Highway is a major rural highway in north-western Victoria, Australia, linking regional towns and agricultural areas across the state’s interior.
-
D.
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.
-
E.
Cobb Highway
Cobb Highway is a major rural road in New South Wales, Australia, linking several inland towns and forming part of an important north–south 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_69d6ab287ba48190a5178779fd19b9b7 |
completed | April 8, 2026, 7:23 p.m. |
| NER | Named-entity recognition | batch_69d8a65b5ff08190bb58361f6a6acdca |
completed | April 10, 2026, 7:27 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f43fb078148190bdd7f36c6b292670 |
completed | May 1, 2026, 5:52 a.m. |
| NEDg | Description generation | batch_69f448f506a48190a0f1b89ad570fad5 |
completed | May 1, 2026, 6:32 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f44ad185cc8190893cf663cfed6980 |
completed | May 1, 2026, 6:40 a.m. |
Created at: April 8, 2026, 9:43 p.m.