Triple

T20463241
Position Surface form Disambiguated ID Type / Status
Subject Halls Gap E501978 entity
Predicate locatedOn P40 FINISHED
Object Grampians Road
Grampians Road is a scenic roadway in western Victoria, Australia, that serves as a main access route through the Grampians National Park and the tourist town of Halls Gap.
E1559675 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: Grampians Road | Statement: [Halls Gap, locatedOn, Grampians Road]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Grampians Road
Context triple: [Halls Gap, locatedOn, Grampians Road]
  • A. Illaroo Road
    Illaroo Road is a significant local roadway in Nowra, New South Wales, providing access to and from the area around the Nowra Bridge and connecting nearby residential and commercial zones.
  • B. Lyell Highway
    Lyell Highway is a major road in Tasmania, Australia, that connects Hobart with the island’s western regions, passing through towns such as New Norfolk.
  • C. Toodyay Road
    Toodyay Road is a major regional route in Western Australia that connects Perth’s eastern suburbs with the historic town of Toodyay and surrounding rural areas.
  • D. Mount Barker Road
    Mount Barker Road is a major historic route in the Adelaide Hills region of South Australia, connecting suburbs and towns such as Hahndorf with Adelaide and Mount Barker.
  • E. 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.
  • 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: Grampians Road
Triple: [Halls Gap, locatedOn, Grampians Road]
Generated description
Grampians Road is a scenic roadway in western Victoria, Australia, that serves as a main access route through the Grampians National Park and the tourist town of Halls Gap.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Grampians Road
Target entity description: Grampians Road is a scenic roadway in western Victoria, Australia, that serves as a main access route through the Grampians National Park and the tourist town of Halls Gap.
  • A. Illaroo Road
    Illaroo Road is a significant local roadway in Nowra, New South Wales, providing access to and from the area around the Nowra Bridge and connecting nearby residential and commercial zones.
  • B. Lyell Highway
    Lyell Highway is a major road in Tasmania, Australia, that connects Hobart with the island’s western regions, passing through towns such as New Norfolk.
  • C. Toodyay Road
    Toodyay Road is a major regional route in Western Australia that connects Perth’s eastern suburbs with the historic town of Toodyay and surrounding rural areas.
  • D. Mount Barker Road
    Mount Barker Road is a major historic route in the Adelaide Hills region of South Australia, connecting suburbs and towns such as Hahndorf with Adelaide and Mount Barker.
  • E. 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.
  • 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_69e0b4ad4940819098cf2ff6413574e5 completed April 16, 2026, 10:06 a.m.
NER Named-entity recognition batch_69e696a88374819087e7b97c83074d2c completed April 20, 2026, 9:12 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0bb9a3f4b081909478df83d6ff60c1 completed May 19, 2026, 1:15 a.m.
NEDg Description generation batch_6a0bbb7ae63c8190b354049d60f310e5 completed May 19, 2026, 1:23 a.m.
NED2 Entity disambiguation (via description) batch_6a0bbbd421c48190a7202f2662b21011 completed May 19, 2026, 1:24 a.m.
Created at: April 16, 2026, 11:33 a.m.