Triple
T6131552
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hume Highway |
E136729
|
entity |
| Predicate | hasBypass |
P12840
|
FINISHED |
| Object |
Albury–Wodonga bypass
The Albury–Wodonga bypass is a major road project that diverts through-traffic around the twin cities of Albury and Wodonga to improve traffic flow and safety on the Hume Highway corridor.
|
E573831
|
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: Albury–Wodonga bypass | Statement: [Hume Highway, hasBypass, Albury–Wodonga bypass]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Albury–Wodonga bypass Context triple: [Hume Highway, hasBypass, Albury–Wodonga 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.
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.
-
C.
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.
-
D.
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.
-
E.
Monash Freeway
Monash Freeway is a major urban freeway in Melbourne, Australia, forming a key east–west transport corridor through the city and its southeastern suburbs.
- 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: Albury–Wodonga bypass Triple: [Hume Highway, hasBypass, Albury–Wodonga bypass]
Generated description
The Albury–Wodonga bypass is a major road project that diverts through-traffic around the twin cities of Albury and Wodonga to improve traffic flow and safety on the Hume Highway corridor.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Albury–Wodonga bypass Target entity description: The Albury–Wodonga bypass is a major road project that diverts through-traffic around the twin cities of Albury and Wodonga to improve traffic flow and safety on the Hume Highway corridor.
-
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.
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.
-
C.
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.
-
D.
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.
-
E.
Monash Freeway
Monash Freeway is a major urban freeway in Melbourne, Australia, forming a key east–west transport corridor through the city and its southeastern suburbs.
- 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_69c1416e8fa8819092bf830cbaa56647 |
completed | March 23, 2026, 1:34 p.m. |
| NEDg | Description generation | batch_69c1435517148190a35a7e4881399c8a |
completed | March 23, 2026, 1:42 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c143b76bc4819096c36024e72c8df2 |
completed | March 23, 2026, 1:44 p.m. |
Created at: March 22, 2026, 4:15 p.m.