Triple
T23502608
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Yass bypass |
E571890
|
entity |
| Predicate | connects |
P390
|
FINISHED |
| Object |
Hume Highway north of Yass
The Hume Highway north of Yass is a major section of the interstate route between Sydney and Melbourne, carrying high volumes of long-distance and regional traffic through New South Wales.
|
E1589062
|
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: Hume Highway north of Yass | Statement: [Yass bypass, connects, Hume Highway north of Yass]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hume Highway north of Yass Context triple: [Yass bypass, connects, Hume Highway north of Yass]
-
A.
Stuart Highway at Threeways
Stuart Highway at Threeways is a remote Northern Territory road junction where the Stuart Highway meets the Barkly Highway, serving as a key crossroads for outback travel in Australia.
-
B.
Aspiras–Palispis Highway
Aspiras–Palispis Highway is a major mountain highway in the Philippines that connects the lowland province of La Union to the highland city of Baguio in Benguet.
-
C.
Olympic Highway near Cowra
Olympic Highway near Cowra is a section of the Olympic Highway in New South Wales, Australia, located close to the town of Cowra and serving as a regional connector in the state’s road network.
-
D.
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.
-
E.
Warrego Highway near Ipswich
Warrego Highway near Ipswich is a major arterial road in Queensland, Australia, serving as a key route for traffic between Brisbane, Ipswich, and western regional centers.
- 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: Hume Highway north of Yass Triple: [Yass bypass, connects, Hume Highway north of Yass]
Generated description
The Hume Highway north of Yass is a major section of the interstate route between Sydney and Melbourne, carrying high volumes of long-distance and regional traffic through New South Wales.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hume Highway north of Yass Target entity description: The Hume Highway north of Yass is a major section of the interstate route between Sydney and Melbourne, carrying high volumes of long-distance and regional traffic through New South Wales.
-
A.
Stuart Highway at Threeways
Stuart Highway at Threeways is a remote Northern Territory road junction where the Stuart Highway meets the Barkly Highway, serving as a key crossroads for outback travel in Australia.
-
B.
Aspiras–Palispis Highway
Aspiras–Palispis Highway is a major mountain highway in the Philippines that connects the lowland province of La Union to the highland city of Baguio in Benguet.
-
C.
Olympic Highway near Cowra
Olympic Highway near Cowra is a section of the Olympic Highway in New South Wales, Australia, located close to the town of Cowra and serving as a regional connector in the state’s road network.
-
D.
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.
-
E.
Warrego Highway near Ipswich
Warrego Highway near Ipswich is a major arterial road in Queensland, Australia, serving as a key route for traffic between Brisbane, Ipswich, and western regional centers.
- 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_69e245b4829881909b77a70e942bbd54 |
completed | April 17, 2026, 2:37 p.m. |
| NER | Named-entity recognition | batch_69f1a8fe1e3081908c4a9df4e137b9b3 |
completed | April 29, 2026, 6:45 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0c8275e2bc8190a908d41a9824f2f8 |
completed | May 19, 2026, 3:32 p.m. |
| NEDg | Description generation | batch_6a0ca6f2d4288190b0b5fd46d2a387bf |
completed | May 19, 2026, 6:07 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0ca7f09af48190b7bfdae25d2f286b |
completed | May 19, 2026, 6:12 p.m. |
Created at: April 17, 2026, 6:06 p.m.