Triple
T7310948
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hume region |
E168087
|
entity |
| Predicate | containsHighway |
P385
|
FINISHED |
| Object |
Goulburn Valley Highway
Goulburn Valley Highway is a major rural highway in Victoria, Australia, linking Melbourne to the Goulburn Valley agricultural region and forming part of the inland route to Queensland.
|
E664682
|
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: Goulburn Valley Highway | Statement: [Hume region, containsHighway, Goulburn Valley Highway]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Goulburn Valley Highway Context triple: [Hume region, containsHighway, Goulburn Valley Highway]
-
A.
South Gippsland Highway
South Gippsland Highway is a key arterial road in Victoria, Australia, linking Melbourne’s south-eastern suburbs with the South Gippsland region and coastal towns.
-
B.
Kamilaroi Highway
The Kamilaroi Highway is a major rural highway in New South Wales, Australia, linking inland towns across the North West Slopes and Plains and forming part of an important east–west transport route.
-
C.
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.
-
D.
Sturt Highway
Sturt Highway is a major Australian interstate highway that links Sydney and Adelaide via regional New South Wales, including the Riverina region.
-
E.
Murray Valley Highway
The Murray Valley Highway is a major rural highway in southeastern Australia that runs along the Murray River, linking numerous regional towns and agricultural areas across Victoria and into New South Wales.
- 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: Goulburn Valley Highway Triple: [Hume region, containsHighway, Goulburn Valley Highway]
Generated description
Goulburn Valley Highway is a major rural highway in Victoria, Australia, linking Melbourne to the Goulburn Valley agricultural region and forming part of the inland route to Queensland.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Goulburn Valley Highway Target entity description: Goulburn Valley Highway is a major rural highway in Victoria, Australia, linking Melbourne to the Goulburn Valley agricultural region and forming part of the inland route to Queensland.
-
A.
South Gippsland Highway
South Gippsland Highway is a key arterial road in Victoria, Australia, linking Melbourne’s south-eastern suburbs with the South Gippsland region and coastal towns.
-
B.
Kamilaroi Highway
The Kamilaroi Highway is a major rural highway in New South Wales, Australia, linking inland towns across the North West Slopes and Plains and forming part of an important east–west transport route.
-
C.
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.
-
D.
Sturt Highway
Sturt Highway is a major Australian interstate highway that links Sydney and Adelaide via regional New South Wales, including the Riverina region.
-
E.
Murray Valley Highway
The Murray Valley Highway is a major rural highway in southeastern Australia that runs along the Murray River, linking numerous regional towns and agricultural areas across Victoria and into New South Wales.
- 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_69c6888d8e3c81909db79714903baf31 |
completed | March 27, 2026, 1:39 p.m. |
| NER | Named-entity recognition | batch_69c6ebff866081909916796d1b72aee8 |
completed | March 27, 2026, 8:43 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c827651b7c81908f5dca5903183b7b |
completed | March 28, 2026, 7:09 p.m. |
| NEDg | Description generation | batch_69c82833f394819092f24dbb35d9b25b |
completed | March 28, 2026, 7:12 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c82900c41481909f886fc565c57420 |
completed | March 28, 2026, 7:16 p.m. |
Created at: March 27, 2026, 3:02 p.m.