Triple

T3030105
Position Surface form Disambiguated ID Type / Status
Subject Blayney E82872 entity
Predicate distanceTo P350 FINISHED
Object Orange, New South Wales
Orange, New South Wales is a regional city in the Central West of New South Wales, Australia, known for its cool-climate wine industry, agriculture, and growing tourism sector.
 E319996 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: Orange, New South Wales | Statement: [Blayney, distanceTo, Orange, New South Wales]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Orange, New South Wales
Context triple: [Blayney, distanceTo, Orange, 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. Griffith, New South Wales
    Griffith, New South Wales is a regional city in the Riverina region known for its agricultural production, particularly wine and citrus, and its culturally diverse community.
  • D. 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.
  • E. Muswellbrook, New South Wales
    Muswellbrook, New South Wales is a regional town in the Upper Hunter Valley known for its coal mining, power generation, and thoroughbred horse breeding industries.
  • 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: Orange, New South Wales
Triple: [Blayney, distanceTo, Orange, New South Wales]
Generated description
Orange, New South Wales is a regional city in the Central West of New South Wales, Australia, known for its cool-climate wine industry, agriculture, and growing tourism sector.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Orange, New South Wales
Target entity description: Orange, New South Wales is a regional city in the Central West of New South Wales, Australia, known for its cool-climate wine industry, agriculture, and growing tourism sector.
  • 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. Griffith, New South Wales
    Griffith, New South Wales is a regional city in the Riverina region known for its agricultural production, particularly wine and citrus, and its culturally diverse community.
  • D. 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.
  • E. Muswellbrook, New South Wales
    Muswellbrook, New South Wales is a regional town in the Upper Hunter Valley known for its coal mining, power generation, and thoroughbred horse breeding industries.
  • 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_69ad8b21a62881908ec5dd4fba4a187c completed March 8, 2026, 2:43 p.m.
NER Named-entity recognition batch_69ad9aecd384819085d15f701add7c44 completed March 8, 2026, 3:51 p.m.
NED1 Entity disambiguation (via context triple) batch_69b1deb9c9548190b3d36803432b84f6 completed March 11, 2026, 9:29 p.m.
NEDg Description generation batch_69b1df4acf2881908e969fe0512721bc completed March 11, 2026, 9:31 p.m.
NED2 Entity disambiguation (via description) batch_69b1dff55d5881909b14239a4232e617 completed March 11, 2026, 9:34 p.m.
Created at: March 8, 2026, 3:01 p.m.