Triple

T857544
Position Surface form Disambiguated ID Type / Status
Subject Muswellbrook, New South Wales E18524 entity
Predicate nearbyTown P3883 FINISHED
Object Scone, New South Wales
Scone, New South Wales is a rural town in the Upper Hunter region known as the "Horse Capital of Australia" for its thoroughbred breeding and equine industry.
E107749 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: Scone, New South Wales | Statement: [Muswellbrook, New South Wales, nearbyTown, Scone, New South Wales]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Scone, New South Wales
Context triple: [Muswellbrook, New South Wales, nearbyTown, Scone, New South Wales]
  • A. Singleton, New South Wales
    Singleton, New South Wales is a historic rural town in Australia’s Hunter Region, known for its coal mining, power generation, and proximity to the Hunter Valley wine country.
  • B. Hay, New South Wales
    Hay, New South Wales is a rural town in the western Riverina region of Australia, known for its agricultural production and location on major transport routes.
  • C. Deniliquin
    Deniliquin is a rural town in southern New South Wales, Australia, known for its agricultural industry and annual ute muster festival.
  • D. Yass
    Yass is a historic town in New South Wales, Australia, known as a regional service centre in the Southern Tablelands.
  • E. Narooma
    Narooma is a coastal town in New South Wales, Australia, known for its scenic beaches, fishing, and proximity to Montague Island.
  • 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: Scone, New South Wales
Triple: [Muswellbrook, New South Wales, nearbyTown, Scone, New South Wales]
Generated description
Scone, New South Wales is a rural town in the Upper Hunter region known as the "Horse Capital of Australia" for its thoroughbred breeding and equine industry.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Scone, New South Wales
Target entity description: Scone, New South Wales is a rural town in the Upper Hunter region known as the "Horse Capital of Australia" for its thoroughbred breeding and equine industry.
  • A. Singleton, New South Wales
    Singleton, New South Wales is a historic rural town in Australia’s Hunter Region, known for its coal mining, power generation, and proximity to the Hunter Valley wine country.
  • B. Hay, New South Wales
    Hay, New South Wales is a rural town in the western Riverina region of Australia, known for its agricultural production and location on major transport routes.
  • C. Deniliquin
    Deniliquin is a rural town in southern New South Wales, Australia, known for its agricultural industry and annual ute muster festival.
  • D. Yass
    Yass is a historic town in New South Wales, Australia, known as a regional service centre in the Southern Tablelands.
  • E. Narooma
    Narooma is a coastal town in New South Wales, Australia, known for its scenic beaches, fishing, and proximity to Montague Island.
  • 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_69a4938bdd3c8190a954a3c11844d9cf completed March 1, 2026, 7:29 p.m.
NER Named-entity recognition batch_69a4ac4d47508190b48d944aa2d881bf completed March 1, 2026, 9:14 p.m.
NED1 Entity disambiguation (via context triple) batch_69a7cf53ee748190b5a08bd7a6d0614c completed March 4, 2026, 6:21 a.m.
NEDg Description generation batch_69a7cfbf8cf08190b41d4e322e1bc61c completed March 4, 2026, 6:22 a.m.
NED2 Entity disambiguation (via description) batch_69a7d01bd97081909d176e8fbb096859 completed March 4, 2026, 6:24 a.m.
Created at: March 1, 2026, 7:39 p.m.