Triple

T5474288
Position Surface form Disambiguated ID Type / Status
Subject Junee Shire E122910 entity
Predicate hasRailHeritageSite P59837 FINISHED
Object Junee Roundhouse Railway Museum
Junee Roundhouse Railway Museum is a heritage railway museum in Junee, New South Wales, centered around a historic locomotive roundhouse and showcasing the region’s rail history.
E523471 NE FINISHED

How this triple was built (5 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: Junee Roundhouse Railway Museum | Statement: [Junee Shire, hasRailHeritageSite, Junee Roundhouse Railway Museum]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Junee Roundhouse Railway Museum
Context triple: [Junee Shire, hasRailHeritageSite, Junee Roundhouse Railway Museum]
  • A. Bathurst Rail Museum
    Bathurst Rail Museum is a heritage museum in Bathurst, New South Wales, dedicated to preserving and showcasing the region’s railway history and its role in the development of the area.
  • B. Fort Macquarie Tram Depot
    Fort Macquarie Tram Depot was a former tramway facility in Sydney that once occupied the site now home to the Sydney Opera House on Bennelong Point.
  • C. Dungog Museum
    Dungog Museum is a local history museum in Dungog, New South Wales, showcasing the region’s cultural and rural heritage through artifacts, photographs, and archival displays.
  • D. Ourimbah railway station
    Ourimbah railway station is a regional New South Wales train station on the Central Coast & Newcastle Line, serving the suburb of Ourimbah between Gosford and Newcastle.
  • E. Museum of the Riverina
    The Museum of the Riverina is a regional museum in Wagga Wagga, New South Wales, that preserves and showcases the social, cultural, and environmental history of the Riverina region.
  • 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: Junee Roundhouse Railway Museum
Triple: [Junee Shire, hasRailHeritageSite, Junee Roundhouse Railway Museum]
Generated description
Junee Roundhouse Railway Museum is a heritage railway museum in Junee, New South Wales, centered around a historic locomotive roundhouse and showcasing the region’s rail history.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Junee Roundhouse Railway Museum
Target entity description: Junee Roundhouse Railway Museum is a heritage railway museum in Junee, New South Wales, centered around a historic locomotive roundhouse and showcasing the region’s rail history.
  • A. Bathurst Rail Museum
    Bathurst Rail Museum is a heritage museum in Bathurst, New South Wales, dedicated to preserving and showcasing the region’s railway history and its role in the development of the area.
  • B. Fort Macquarie Tram Depot
    Fort Macquarie Tram Depot was a former tramway facility in Sydney that once occupied the site now home to the Sydney Opera House on Bennelong Point.
  • C. Dungog Museum
    Dungog Museum is a local history museum in Dungog, New South Wales, showcasing the region’s cultural and rural heritage through artifacts, photographs, and archival displays.
  • D. Ourimbah railway station
    Ourimbah railway station is a regional New South Wales train station on the Central Coast & Newcastle Line, serving the suburb of Ourimbah between Gosford and Newcastle.
  • E. Museum of the Riverina
    The Museum of the Riverina is a regional museum in Wagga Wagga, New South Wales, that preserves and showcases the social, cultural, and environmental history of the Riverina region.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: hasRailHeritageSite
Context triple: [Junee Shire, hasRailHeritageSite, Junee Roundhouse Railway Museum]
  • A. railwayHeritageFeature chosen
    Indicates that something is a feature associated with railway heritage, such as historically significant railway structures, equipment, or related elements.
  • B. hasHeritageRailwayStation
    Indicates that an entity possesses or is associated with a railway station that is preserved or operated as a heritage or historical railway facility.
  • C. hasRailroadHistoryWith
    Indicates a historical relationship or connection between entities involving railroads, such as shared development, operation, or significant events in railway history.
  • D. hasRailroadHistory
    Indicates that an entity is associated with, involved in, or notable for historical events, operations, or developments related to railroads.
  • E. hasRackRailway
    Indicates that one entity possesses or includes a rack railway system connecting locations or operating within its area.
  • F. None of above.

Provenance (6 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_69bd46459ff48190823377457bcf7128 completed March 20, 2026, 1:06 p.m.
NER Named-entity recognition batch_69bd9232ded08190b4142e604319b2ba completed March 20, 2026, 6:30 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf489a8f9881908aec81e59ed1e3e4 completed March 22, 2026, 1:40 a.m.
NEDg Description generation batch_69bf49a2071c8190bc1abc380db9383a completed March 22, 2026, 1:45 a.m.
NED2 Entity disambiguation (via description) batch_69bf4a1033f88190a609613635de9d6c completed March 22, 2026, 1:46 a.m.
PD Predicate disambiguation batch_69bd91a58c448190904964a439045e05 completed March 20, 2026, 6:27 p.m.
Created at: March 20, 2026, 2:09 p.m.