Triple

T4876655
Position Surface form Disambiguated ID Type / Status
Subject North West Queensland E109220 entity
Predicate transportInfrastructure P1777 FINISHED
Object Flinders Highway
Flinders Highway is a major road in Queensland, Australia, linking inland regional centres and mining areas to the coastal city of Townsville.
E527196 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: Flinders Highway | Statement: [North West Queensland, transportInfrastructure, Flinders Highway]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Flinders Highway
Context triple: [North West Queensland, transportInfrastructure, Flinders Highway]
  • A. Oxley Highway
    Oxley Highway is a major rural road in New South Wales, Australia, linking inland regions around Tamworth and Walcha with the Mid North Coast near Port Macquarie.
  • B. 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.
  • C. Chapman Highway
    Chapman Highway is a major roadway in Knoxville, Tennessee, serving as a primary commercial and commuter route connecting South Knoxville with surrounding areas.
  • D. 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.
  • E. 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.
  • 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: Flinders Highway
Triple: [North West Queensland, transportInfrastructure, Flinders Highway]
Generated description
Flinders Highway is a major road in Queensland, Australia, linking inland regional centres and mining areas to the coastal city of Townsville.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Flinders Highway
Target entity description: Flinders Highway is a major road in Queensland, Australia, linking inland regional centres and mining areas to the coastal city of Townsville.
  • A. Oxley Highway
    Oxley Highway is a major rural road in New South Wales, Australia, linking inland regions around Tamworth and Walcha with the Mid North Coast near Port Macquarie.
  • B. 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.
  • C. Chapman Highway
    Chapman Highway is a major roadway in Knoxville, Tennessee, serving as a primary commercial and commuter route connecting South Knoxville with surrounding areas.
  • D. 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.
  • E. 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.
  • 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_69bd440e9d64819083e82cf33b4d9570 completed March 20, 2026, 12:56 p.m.
NER Named-entity recognition batch_69bd6dbbc734819083b28a022e5690d6 completed March 20, 2026, 3:54 p.m.
NED1 Entity disambiguation (via context triple) batch_69bfdb12f33c819084d9268bd31b1f6c completed March 22, 2026, 12:05 p.m.
NEDg Description generation batch_69bfdba6ee8c8190b0bb607dcc607c8e completed March 22, 2026, 12:08 p.m.
NED2 Entity disambiguation (via description) batch_69bfdc2bdd148190bd7283aad4e4562e completed March 22, 2026, 12:10 p.m.
Created at: March 20, 2026, 1:27 p.m.