Triple

T5445655
Position Surface form Disambiguated ID Type / Status
Subject Murraylands E122241 entity
Predicate hasTransportCorridor P3034 FINISHED
Object Dukes Highway
Dukes Highway is a major road transport route in South Australia that links the Murraylands region with Victoria and forms part of the primary highway connection between Adelaide and Melbourne.
E536650 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: Dukes Highway | Statement: [Murraylands, hasTransportCorridor, Dukes Highway]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Dukes Highway
Context triple: [Murraylands, hasTransportCorridor, Dukes Highway]
  • A. 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.
  • B. Cunningham Highway
    The Cunningham Highway is a major road in Queensland, Australia, linking the inland city of Warwick with Ipswich and the outskirts of Brisbane, and serving as a key freight and commuter route through the region.
  • C. Hume Highway
    The Hume Highway is a major intercity highway in southeastern Australia that forms the primary road link between Sydney and Melbourne.
  • D. Murray Valley Highway
    The Murray Valley Highway is a major rural highway in southeastern Australia that runs along the Murray River, linking numerous regional towns and agricultural areas across Victoria and into New South Wales.
  • E. Barkly Highway
    Barkly Highway is a major outback road in northern Australia that links the mining city of Mount Isa in Queensland with the Northern Territory, forming a key east–west 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: Dukes Highway
Triple: [Murraylands, hasTransportCorridor, Dukes Highway]
Generated description
Dukes Highway is a major road transport route in South Australia that links the Murraylands region with Victoria and forms part of the primary highway connection between Adelaide and Melbourne.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Dukes Highway
Target entity description: Dukes Highway is a major road transport route in South Australia that links the Murraylands region with Victoria and forms part of the primary highway connection between Adelaide and Melbourne.
  • A. 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.
  • B. Cunningham Highway
    The Cunningham Highway is a major road in Queensland, Australia, linking the inland city of Warwick with Ipswich and the outskirts of Brisbane, and serving as a key freight and commuter route through the region.
  • C. Hume Highway
    The Hume Highway is a major intercity highway in southeastern Australia that forms the primary road link between Sydney and Melbourne.
  • D. Murray Valley Highway
    The Murray Valley Highway is a major rural highway in southeastern Australia that runs along the Murray River, linking numerous regional towns and agricultural areas across Victoria and into New South Wales.
  • E. Barkly Highway
    Barkly Highway is a major outback road in northern Australia that links the mining city of Mount Isa in Queensland with the Northern Territory, forming a key east–west 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_69bd4640f52c81909e653ec361f66d76 completed March 20, 2026, 1:06 p.m.
NER Named-entity recognition batch_69bd91cf5d488190868ffefad02c7a04 completed March 20, 2026, 6:28 p.m.
NED1 Entity disambiguation (via context triple) batch_69c04c916df08190a95e3320ab364b52 completed March 22, 2026, 8:09 p.m.
NEDg Description generation batch_69c04ed9159481909adeb9228ce59d0e completed March 22, 2026, 8:19 p.m.
NED2 Entity disambiguation (via description) batch_69c04f7856848190a835c3ee0a32f649 completed March 22, 2026, 8:22 p.m.
Created at: March 20, 2026, 2:07 p.m.