Triple

T14542796
Position Surface form Disambiguated ID Type / Status
Subject Gold Coast theme park precinct E341211 entity
Predicate mainAccessRoad P9041 FINISHED
Object Oxenford–Helensvale Road
Oxenford–Helensvale Road is a key arterial route on Queensland’s Gold Coast that serves major attractions and suburbs in the region.
E1105729 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: Oxenford–Helensvale Road | Statement: [Gold Coast theme park precinct, mainAccessRoad, Oxenford–Helensvale Road]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Oxenford–Helensvale Road
Context triple: [Gold Coast theme park precinct, mainAccessRoad, Oxenford–Helensvale Road]
  • A. 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.
  • B. 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.
  • C. Condobolin Road
    Condobolin Road is a regional roadway in New South Wales, Australia, connecting the town of Parkes with the nearby town of Condobolin.
  • D. Kamilaroi Highway
    The Kamilaroi Highway is a major rural highway in New South Wales, Australia, linking inland towns across the North West Slopes and Plains and forming part of an important east–west transport route.
  • E. Luritja Road
    Luritja Road is a remote outback route in Australia’s Northern Territory that serves as a key access road to Watarrka National Park and its famous Kings Canyon.
  • 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: Oxenford–Helensvale Road
Triple: [Gold Coast theme park precinct, mainAccessRoad, Oxenford–Helensvale Road]
Generated description
Oxenford–Helensvale Road is a key arterial route on Queensland’s Gold Coast that serves major attractions and suburbs in the region.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Oxenford–Helensvale Road
Target entity description: Oxenford–Helensvale Road is a key arterial route on Queensland’s Gold Coast that serves major attractions and suburbs in the region.
  • A. 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.
  • B. 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.
  • C. Condobolin Road
    Condobolin Road is a regional roadway in New South Wales, Australia, connecting the town of Parkes with the nearby town of Condobolin.
  • D. Kamilaroi Highway
    The Kamilaroi Highway is a major rural highway in New South Wales, Australia, linking inland towns across the North West Slopes and Plains and forming part of an important east–west transport route.
  • E. Luritja Road
    Luritja Road is a remote outback route in Australia’s Northern Territory that serves as a key access road to Watarrka National Park and its famous Kings Canyon.
  • 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_69d822db9c8481908213ceb39585f792 completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69deb1be5a8081909bf727e28a5bba4a completed April 14, 2026, 9:29 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd8ab5d50881908f53f8b7539c6fde completed May 8, 2026, 7:03 a.m.
NEDg Description generation batch_69fd8bf77e08819080d7df36e4897b61 completed May 8, 2026, 7:08 a.m.
NED2 Entity disambiguation (via description) batch_69fd8c8859b08190857db55e36f2a11a completed May 8, 2026, 7:11 a.m.
Created at: April 10, 2026, 1:22 a.m.