Triple

T599953
Position Surface form Disambiguated ID Type / Status
Subject South Coast E11469 entity
Predicate hasMainHighway P385 FINISHED
Object Princes Highway
Princes Highway is a major Australian road route that runs along the southeastern coast, connecting Sydney with key coastal towns and cities in New South Wales and beyond.
E78274 NE FINISHED

How this triple was built (5 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: Princes Highway | Statement: [South Coast, hasMainHighway, Princes Highway]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Princes Highway
Context triple: [South Coast, hasMainHighway, Princes Highway]
  • A. 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.
  • B. 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.
  • C. Bruce Highway
    Bruce Highway is a major arterial road in Queensland, Australia, linking Brisbane with key coastal regions including the Sunshine Coast and extending north along much of the state’s eastern seaboard.
  • D. Castlereagh Highway
    The Castlereagh Highway is a major rural highway in New South Wales and Queensland, Australia, linking inland towns and agricultural regions across the central and northern parts of the states.
  • E. Newell Highway
    Newell Highway is a major inland highway in New South Wales, Australia, forming a key north–south freight and transport route through regions including the Riverina.
  • 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: Princes Highway
Triple: [South Coast, hasMainHighway, Princes Highway]
Generated description
Princes Highway is a major Australian road route that runs along the southeastern coast, connecting Sydney with key coastal towns and cities in New South Wales and beyond.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Princes Highway
Target entity description: Princes Highway is a major Australian road route that runs along the southeastern coast, connecting Sydney with key coastal towns and cities in New South Wales and beyond.
  • A. 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.
  • B. 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.
  • C. Bruce Highway
    Bruce Highway is a major arterial road in Queensland, Australia, linking Brisbane with key coastal regions including the Sunshine Coast and extending north along much of the state’s eastern seaboard.
  • D. Castlereagh Highway
    The Castlereagh Highway is a major rural highway in New South Wales and Queensland, Australia, linking inland towns and agricultural regions across the central and northern parts of the states.
  • E. Newell Highway
    Newell Highway is a major inland highway in New South Wales, Australia, forming a key north–south freight and transport route through regions including the Riverina.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: hasMainHighway
Context triple: [South Coast, hasMainHighway, Princes Highway]
  • A. hasMajorHighway chosen
    Indicates that a location or area is served by or directly connected to a major highway route.
  • B. connectsToHighway
    Indicates that one location, road, or route has a direct access point or linkage to a highway.
  • C. hasMainStreet
    Indicates that a place or locality possesses a primary street commonly recognized as its main thoroughfare.
  • D. roadType
    Indicates the classification or category of a road based on its functional or physical characteristics.
  • E. roadFeature
    Indicates that an entity is a specific physical or functional characteristic associated with a road, such as its structure, markings, or related infrastructure.
  • F. None of above.

Provenance (6 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_69a4932779b881908688590d59c71900 completed March 1, 2026, 7:27 p.m.
NER Named-entity recognition batch_69a49dc4f7d08190990f70b9b3af6ce5 completed March 1, 2026, 8:12 p.m.
NED1 Entity disambiguation (via context triple) batch_69a566fce9808190931b7c88b5c5686f completed March 2, 2026, 10:31 a.m.
NEDg Description generation batch_69a5678d8e1881908da2b274f6bac0b9 completed March 2, 2026, 10:33 a.m.
NED2 Entity disambiguation (via description) batch_69a56808933c81909611d0aa11126ec6 completed March 2, 2026, 10:35 a.m.
PD Predicate disambiguation batch_69a49cf59cd0819084e67981cb371e25 completed March 1, 2026, 8:09 p.m.
Created at: March 1, 2026, 7:35 p.m.