Triple
T6131549
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hume Highway |
E136729
|
entity |
| Predicate | hasBypass |
P12840
|
FINISHED |
| Object |
Goulburn bypass
The Goulburn bypass is a section of roadway that diverts Hume Highway traffic around the city of Goulburn in New South Wales, Australia, to improve traffic flow and reduce congestion in the urban area.
|
E571889
|
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 bypass | Statement: [Hume Highway, hasBypass, Goulburn bypass]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Goulburn bypass Context triple: [Hume Highway, hasBypass, Goulburn bypass]
-
A.
Gympie Bypass
The Gympie Bypass is a major road project in Queensland, Australia, designed to divert highway traffic around the city of Gympie to improve safety and reduce congestion.
-
B.
Caboolture Bypass
Caboolture Bypass is a major road in Queensland, Australia, that diverts traffic around the town of Caboolture to ease congestion on the main highway route.
-
C.
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.
-
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.
Ipswich Motorway
The Ipswich Motorway is a major arterial highway in South East Queensland, Australia, connecting Brisbane with the city of Ipswich and serving as a key freight and commuter 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: Goulburn bypass Triple: [Hume Highway, hasBypass, Goulburn bypass]
Generated description
The Goulburn bypass is a section of roadway that diverts Hume Highway traffic around the city of Goulburn in New South Wales, Australia, to improve traffic flow and reduce congestion in the urban area.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Goulburn bypass Target entity description: The Goulburn bypass is a section of roadway that diverts Hume Highway traffic around the city of Goulburn in New South Wales, Australia, to improve traffic flow and reduce congestion in the urban area.
-
A.
Gympie Bypass
The Gympie Bypass is a major road project in Queensland, Australia, designed to divert highway traffic around the city of Gympie to improve safety and reduce congestion.
-
B.
Caboolture Bypass
Caboolture Bypass is a major road in Queensland, Australia, that diverts traffic around the town of Caboolture to ease congestion on the main highway route.
-
C.
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.
-
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.
Ipswich Motorway
The Ipswich Motorway is a major arterial highway in South East Queensland, Australia, connecting Brisbane with the city of Ipswich and serving as a key freight and commuter 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_69c008a0a37c81908e5b4f879158afb3 |
completed | March 22, 2026, 3:20 p.m. |
| NER | Named-entity recognition | batch_69c05c4f7ad8819096b09ddd312453fb |
completed | March 22, 2026, 9:17 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c135d75a588190a565026498bcce57 |
completed | March 23, 2026, 12:45 p.m. |
| NEDg | Description generation | batch_69c137fb40e881909bdbd776c55a1f51 |
completed | March 23, 2026, 12:54 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c1387a38788190b8cf2b04e5eeb5e3 |
completed | March 23, 2026, 12:56 p.m. |
Created at: March 22, 2026, 4:15 p.m.