Triple

T15692627
Position Surface form Disambiguated ID Type / Status
Subject Oberon, New South Wales E380369 entity
Predicate roadConnection P385 FINISHED
Object Oberon–Goulburn Road
Oberon–Goulburn Road is a rural roadway in New South Wales, Australia, linking the town of Oberon with the Goulburn region across the Central Tablelands.
 E1442843 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: Oberon–Goulburn Road | Statement: [Oberon, New South Wales, roadConnection, Oberon–Goulburn Road]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Oberon–Goulburn Road
Context triple: [Oberon, New South Wales, roadConnection, Oberon–Goulburn Road]
  • A. Oberon–Bathurst Road
    Oberon–Bathurst Road is a regional roadway in New South Wales, Australia, linking the town of Oberon with the city of Bathurst across the Central Tablelands.
  • B. Moggill Road
    Moggill Road is a key arterial route in Brisbane, Queensland, connecting the inner suburb of Toowong with several western suburbs and serving as a major commuter and transport corridor.
  • C. Oxley Highway
    Oxley Highway is a major rural road in New South Wales, Australia, linking inland regions around Tamworth and Walcha with the Mid North Coast near Port Macquarie.
  • D. Kanangra Road
    Kanangra Road is a remote access road in New South Wales, Australia, leading into the Kanangra-Boyd National Park and its surrounding wilderness areas.
  • E. Brindabella Road
    Brindabella Road is a rural roadway in southeastern Australia that traverses the Brindabella Ranges, providing a key link between Canberra and the Brindabella Valley.
  • 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: Oberon–Goulburn Road
Triple: [Oberon, New South Wales, roadConnection, Oberon–Goulburn Road]
Generated description
Oberon–Goulburn Road is a rural roadway in New South Wales, Australia, linking the town of Oberon with the Goulburn region across the Central Tablelands.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Oberon–Goulburn Road
Target entity description: Oberon–Goulburn Road is a rural roadway in New South Wales, Australia, linking the town of Oberon with the Goulburn region across the Central Tablelands.
  • A. Oberon–Bathurst Road
    Oberon–Bathurst Road is a regional roadway in New South Wales, Australia, linking the town of Oberon with the city of Bathurst across the Central Tablelands.
  • B. Moggill Road
    Moggill Road is a key arterial route in Brisbane, Queensland, connecting the inner suburb of Toowong with several western suburbs and serving as a major commuter and transport corridor.
  • C. Oxley Highway
    Oxley Highway is a major rural road in New South Wales, Australia, linking inland regions around Tamworth and Walcha with the Mid North Coast near Port Macquarie.
  • D. Kanangra Road
    Kanangra Road is a remote access road in New South Wales, Australia, leading into the Kanangra-Boyd National Park and its surrounding wilderness areas.
  • E. Brindabella Road
    Brindabella Road is a rural roadway in southeastern Australia that traverses the Brindabella Ranges, providing a key link between Canberra and the Brindabella Valley.
  • 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_69d86d99e860819094b6957cde470f2c completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e04f4f5a888190bd3681bcb9bbc02f completed April 16, 2026, 2:54 a.m.
NED1 Entity disambiguation (via context triple) batch_6a08c56e355481908d92db0b871d58dd completed May 16, 2026, 7:28 p.m.
NEDg Description generation batch_6a08c6877618819096a3621c19bfc9f2 completed May 16, 2026, 7:33 p.m.
NED2 Entity disambiguation (via description) batch_6a08c70c109c8190b4b38ea86f963f38 completed May 16, 2026, 7:35 p.m.
Created at: April 10, 2026, 4:44 a.m.