Triple

T11846733
Position Surface form Disambiguated ID Type / Status
Subject Peel region E281796 entity
Predicate hasTransportLink P1298 FINISHED
Object South Western Highway
South Western Highway is a major road in Western Australia that connects Perth with the state’s southwest towns and agricultural regions.
E954193 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: South Western Highway | Statement: [Peel region, hasTransportLink, South Western Highway]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: South Western Highway
Context triple: [Peel region, hasTransportLink, South Western Highway]
  • A. Mitchell Highway
    The Mitchell Highway is a major rural highway in New South Wales and Queensland, Australia, linking inland regional centres and serving as a key transport route across the central west of the country.
  • B. Mid-Western Highway
    The Mid-Western Highway is a major rural highway in New South Wales, Australia, linking the central and western regions of the state and forming part of an important inland route between Sydney and Adelaide.
  • C. Sunraysia Highway
    Sunraysia Highway is a major rural highway in north-western Victoria, Australia, linking regional towns and agricultural areas across the state’s interior.
  • D. 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.
  • E. Cobb Highway
    Cobb Highway is a major rural road in New South Wales, Australia, linking several inland towns and forming part of an important north–south transport 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: South Western Highway
Triple: [Peel region, hasTransportLink, South Western Highway]
Generated description
South Western Highway is a major road in Western Australia that connects Perth with the state’s southwest towns and agricultural regions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: South Western Highway
Target entity description: South Western Highway is a major road in Western Australia that connects Perth with the state’s southwest towns and agricultural regions.
  • A. Mitchell Highway
    The Mitchell Highway is a major rural highway in New South Wales and Queensland, Australia, linking inland regional centres and serving as a key transport route across the central west of the country.
  • B. Mid-Western Highway
    The Mid-Western Highway is a major rural highway in New South Wales, Australia, linking the central and western regions of the state and forming part of an important inland route between Sydney and Adelaide.
  • C. Sunraysia Highway
    Sunraysia Highway is a major rural highway in north-western Victoria, Australia, linking regional towns and agricultural areas across the state’s interior.
  • D. 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.
  • E. Cobb Highway
    Cobb Highway is a major rural road in New South Wales, Australia, linking several inland towns and forming part of an important north–south transport 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_69d6ab287ba48190a5178779fd19b9b7 completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d8a65b5ff08190bb58361f6a6acdca completed April 10, 2026, 7:27 a.m.
NED1 Entity disambiguation (via context triple) batch_69f43fb078148190bdd7f36c6b292670 completed May 1, 2026, 5:52 a.m.
NEDg Description generation batch_69f448f506a48190a0f1b89ad570fad5 completed May 1, 2026, 6:32 a.m.
NED2 Entity disambiguation (via description) batch_69f44ad185cc8190893cf663cfed6980 completed May 1, 2026, 6:40 a.m.
Created at: April 8, 2026, 9:43 p.m.