Triple

T12522183
Position Surface form Disambiguated ID Type / Status
Subject Laverton E299344 entity
Predicate connectedByHighway P385 FINISHED
Object Laverton–Leonora Road
Laverton–Leonora Road is a remote outback road in Western Australia that links the goldfields towns of Laverton and Leonora, serving as a key route for regional mining and transport.
E986563 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: Laverton–Leonora Road | Statement: [Laverton, connectedByHighway, Laverton–Leonora Road]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Laverton–Leonora Road
Context triple: [Laverton, connectedByHighway, Laverton–Leonora Road]
  • A. Lamington Road
    Lamington Road is a local roadway serving the village of Lamington, providing access and connectivity within this rural community.
  • B. Goldfields Way
    Goldfields Way is a major rural highway in New South Wales, Australia, linking several inland towns and agricultural regions.
  • 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. 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.
  • 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: Laverton–Leonora Road
Triple: [Laverton, connectedByHighway, Laverton–Leonora Road]
Generated description
Laverton–Leonora Road is a remote outback road in Western Australia that links the goldfields towns of Laverton and Leonora, serving as a key route for regional mining and transport.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Laverton–Leonora Road
Target entity description: Laverton–Leonora Road is a remote outback road in Western Australia that links the goldfields towns of Laverton and Leonora, serving as a key route for regional mining and transport.
  • A. Lamington Road
    Lamington Road is a local roadway serving the village of Lamington, providing access and connectivity within this rural community.
  • B. Goldfields Way
    Goldfields Way is a major rural highway in New South Wales, Australia, linking several inland towns and agricultural regions.
  • 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. 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.
  • 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_69d6ada5cdd48190860d9ce30aff69be completed April 8, 2026, 7:33 p.m.
NER Named-entity recognition batch_69d9545b2b2481909049a490c97678f2 completed April 10, 2026, 7:49 p.m.
NED1 Entity disambiguation (via context triple) batch_69f64bc159c88190835fea5c0d9ee799 completed May 2, 2026, 7:08 p.m.
NEDg Description generation batch_69f64def9a6081908c3048f948829051 completed May 2, 2026, 7:18 p.m.
NED2 Entity disambiguation (via description) batch_69f64ea1719c8190b91ffaab60db25ad completed May 2, 2026, 7:21 p.m.
Created at: April 8, 2026, 9:57 p.m.