Triple

T3415769
Position Surface form Disambiguated ID Type / Status
Subject Bruce Highway E72003 entity
Predicate hasBypass P12840 FINISHED
Object Townsville Ring Road
Townsville Ring Road is a major arterial bypass route in Townsville, Queensland, designed to divert through-traffic around the city and improve regional connectivity.
E412423 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: Townsville Ring Road | Statement: [Bruce Highway, hasBypass, Townsville Ring Road]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Townsville Ring Road
Context triple: [Bruce Highway, hasBypass, Townsville Ring Road]
  • A. 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.
  • 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. 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.
  • 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: Townsville Ring Road
Triple: [Bruce Highway, hasBypass, Townsville Ring Road]
Generated description
Townsville Ring Road is a major arterial bypass route in Townsville, Queensland, designed to divert through-traffic around the city and improve regional connectivity.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Townsville Ring Road
Target entity description: Townsville Ring Road is a major arterial bypass route in Townsville, Queensland, designed to divert through-traffic around the city and improve regional connectivity.
  • A. 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.
  • 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. 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.
  • 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_69b56b2755c88190acc9bc70f1f3a53e completed March 14, 2026, 2:05 p.m.
NEDg Description generation batch_69b56c4c41c88190b00ab8fc43686afb completed March 14, 2026, 2:10 p.m.
NED2 Entity disambiguation (via description) batch_69b56cc2ae948190a5e13992626dd547 completed March 14, 2026, 2:12 p.m.
Created at: March 8, 2026, 3:15 p.m.