Triple

T10899450
Position Surface form Disambiguated ID Type / Status
Subject Calder Highway E257398 entity
Predicate passesThrough P225 FINISHED
Object Castlemaine
Castlemaine is a historic gold rush town in central Victoria, Australia, known for its well-preserved heritage architecture, vibrant arts scene, and surrounding bushland.
 E896011 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: Castlemaine | Statement: [Calder Highway, passesThrough, Castlemaine]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Castlemaine
Context triple: [Calder Highway, passesThrough, Castlemaine]
  • A. Shepparton
    Shepparton is a regional city in northern Victoria, Australia, known as a major agricultural and fruit-growing centre on the traditional lands of the Yorta Yorta people.
  • B. Ballarat
    Ballarat is a historic regional city in central Victoria, Australia, best known for its 19th-century gold rush heritage and well-preserved Victorian-era architecture.
  • C. Kilmore
    Kilmore is a small settlement located in the Sleat peninsula area on the Isle of Skye in Scotland.
  • D. Bairnsdale
    Bairnsdale is a regional town in eastern Victoria, Australia, serving as a key service and transport hub for the surrounding Gippsland area.
  • E. Swan Hill
    Swan Hill is a regional city in north-western Victoria, Australia, known for its agriculture, historic river port, and tourism along the Murray River.
  • 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: Castlemaine
Triple: [Calder Highway, passesThrough, Castlemaine]
Generated description
Castlemaine is a historic gold rush town in central Victoria, Australia, known for its well-preserved heritage architecture, vibrant arts scene, and surrounding bushland.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Castlemaine
Target entity description: Castlemaine is a historic gold rush town in central Victoria, Australia, known for its well-preserved heritage architecture, vibrant arts scene, and surrounding bushland.
  • A. Shepparton
    Shepparton is a regional city in northern Victoria, Australia, known as a major agricultural and fruit-growing centre on the traditional lands of the Yorta Yorta people.
  • B. Ballarat
    Ballarat is a historic regional city in central Victoria, Australia, best known for its 19th-century gold rush heritage and well-preserved Victorian-era architecture.
  • C. Kilmore
    Kilmore is a small settlement located in the Sleat peninsula area on the Isle of Skye in Scotland.
  • D. Bairnsdale
    Bairnsdale is a regional town in eastern Victoria, Australia, serving as a key service and transport hub for the surrounding Gippsland area.
  • E. Swan Hill
    Swan Hill is a regional city in north-western Victoria, Australia, known for its agriculture, historic river port, and tourism along the Murray River.
  • 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_69d6aa8550c8819095508a2ed9acf3db completed April 8, 2026, 7:20 p.m.
NER Named-entity recognition batch_69d761a2392c8190bc2c2359d63eff7a completed April 9, 2026, 8:21 a.m.
NED1 Entity disambiguation (via context triple) batch_69e23baecb008190b74bcbad1db61a91 completed April 17, 2026, 1:54 p.m.
NEDg Description generation batch_69e2453f6f008190847298f4006290f7 completed April 17, 2026, 2:35 p.m.
NED2 Entity disambiguation (via description) batch_69e288b1d64c8190b31313634b706d0a completed April 17, 2026, 7:23 p.m.
Created at: April 8, 2026, 9:21 p.m.