Triple

T3415768
Position Surface form Disambiguated ID Type / Status
Subject Bruce Highway E72003 entity
Predicate hasBypass P12840 FINISHED
Object Mackay Ring Road
The Mackay Ring Road is a major road project in Queensland, Australia, designed to divert through-traffic around the city of Mackay to improve safety and reduce congestion.
E410670 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: Mackay Ring Road | Statement: [Bruce Highway, hasBypass, Mackay Ring Road]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Mackay Ring Road
Context triple: [Bruce Highway, hasBypass, Mackay Ring Road]
  • A. 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.
  • B. 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.
  • C. 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.
  • 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. George Price Highway
    The George Price Highway is a major roadway in Belize that serves as a key transportation artery linking Belize City with the country’s western regions and the Guatemalan border.
  • 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: Mackay Ring Road
Triple: [Bruce Highway, hasBypass, Mackay Ring Road]
Generated description
The Mackay Ring Road is a major road project in Queensland, Australia, designed to divert through-traffic around the city of Mackay to improve safety and reduce congestion.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Mackay Ring Road
Target entity description: The Mackay Ring Road is a major road project in Queensland, Australia, designed to divert through-traffic around the city of Mackay to improve safety and reduce congestion.
  • A. 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.
  • B. 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.
  • C. 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.
  • 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. George Price Highway
    The George Price Highway is a major roadway in Belize that serves as a key transportation artery linking Belize City with the country’s western regions and the Guatemalan border.
  • 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_69ad85ad38e48190b7660c5118a35289 completed March 8, 2026, 2:20 p.m.
NER Named-entity recognition batch_69adb92ae6148190958d6bb735258cab completed March 8, 2026, 6 p.m.
NED1 Entity disambiguation (via context triple) batch_69b56275e1708190aa4b02acebb978c6 completed March 14, 2026, 1:28 p.m.
NEDg Description generation batch_69b5637cd5b881909a930ecb33eed991 completed March 14, 2026, 1:32 p.m.
NED2 Entity disambiguation (via description) batch_69b564603b4881909e80970aa21e3db4 completed March 14, 2026, 1:36 p.m.
Created at: March 8, 2026, 3:15 p.m.