Triple

T3255210
Position Surface form Disambiguated ID Type / Status
Subject South East Queensland E68278 entity
Predicate traversedBy P225 FINISHED
Object 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.
E372887 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: Cunningham Highway | Statement: [South East Queensland, traversedBy, Cunningham Highway]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Cunningham Highway
Context triple: [South East Queensland, traversedBy, Cunningham 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. 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. 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.
  • D. Bruxner Highway
    The Bruxner Highway is a major east–west road in northern New South Wales, Australia, linking inland towns with coastal centres such as Lismore and Ballina.
  • 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: Cunningham Highway
Triple: [South East Queensland, traversedBy, Cunningham Highway]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Cunningham Highway
Target entity description: 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.
  • 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. 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. 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.
  • D. Bruxner Highway
    The Bruxner Highway is a major east–west road in northern New South Wales, Australia, linking inland towns with coastal centres such as Lismore and Ballina.
  • 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_69ad858f74408190bcbd07f967cd7bd0 completed March 8, 2026, 2:19 p.m.
NER Named-entity recognition batch_69adaf65c9388190a0d74d6365ce631e completed March 8, 2026, 5:18 p.m.
NED1 Entity disambiguation (via context triple) batch_69b432ebe354819097a4ddce7355b8db completed March 13, 2026, 3:53 p.m.
NEDg Description generation batch_69b438eeedc48190a7db2459b5ddd564 completed March 13, 2026, 4:18 p.m.
NED2 Entity disambiguation (via description) batch_69b4394014648190bc03d643a771395c completed March 13, 2026, 4:20 p.m.
Created at: March 8, 2026, 3:09 p.m.