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.