Triple

T14591753
Position Surface form Disambiguated ID Type / Status
Subject Somerset Region E342463 entity
Predicate hasTown P847 FINISHED
Object Kilcoy
Kilcoy is a rural town in Queensland, Australia, known for its cattle farming, scenic hinterland setting, and role as a service centre for the surrounding agricultural district.
E1166752 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: Kilcoy | Statement: [Somerset Region, hasTown, Kilcoy]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Kilcoy
Context triple: [Somerset Region, hasTown, Kilcoy]
  • A. Cooroy
    Cooroy is a small rural town in Queensland, Australia, known as a gateway to the Noosa hinterland with a mix of historic charm and surrounding farmland and forest.
  • B. Barcaldine
    Barcaldine was a British Thoroughbred racehorse best known as the undefeated sire of the 1895 Epsom Derby winner Sir Visto.
  • C. Bundanoon
    Bundanoon is a picturesque village in New South Wales, Australia, known for its proximity to Morton National Park, bushwalking trails, and its role as a popular getaway in the Southern Highlands region.
  • D. Bundarra
    Bundarra is a small rural town in the New England region of New South Wales, Australia, known for its historic buildings and surrounding agricultural countryside.
  • E. Narrabri
    Narrabri is a regional town in north-western New South Wales, Australia, known as an agricultural and service centre for the surrounding North West Slopes area.
  • 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: Kilcoy
Triple: [Somerset Region, hasTown, Kilcoy]
Generated description
Kilcoy is a rural town in Queensland, Australia, known for its cattle farming, scenic hinterland setting, and role as a service centre for the surrounding agricultural district.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Kilcoy
Target entity description: Kilcoy is a rural town in Queensland, Australia, known for its cattle farming, scenic hinterland setting, and role as a service centre for the surrounding agricultural district.
  • A. Cooroy
    Cooroy is a small rural town in Queensland, Australia, known as a gateway to the Noosa hinterland with a mix of historic charm and surrounding farmland and forest.
  • B. Barcaldine
    Barcaldine was a British Thoroughbred racehorse best known as the undefeated sire of the 1895 Epsom Derby winner Sir Visto.
  • C. Bundanoon
    Bundanoon is a picturesque village in New South Wales, Australia, known for its proximity to Morton National Park, bushwalking trails, and its role as a popular getaway in the Southern Highlands region.
  • D. Bundarra
    Bundarra is a small rural town in the New England region of New South Wales, Australia, known for its historic buildings and surrounding agricultural countryside.
  • E. Narrabri
    Narrabri is a regional town in north-western New South Wales, Australia, known as an agricultural and service centre for the surrounding North West Slopes area.
  • 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_69d822ddc0f081909cd8163c7de298cd completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69deb4249af08190962009741d1f7d41 completed April 14, 2026, 9:39 p.m.
NED1 Entity disambiguation (via context triple) batch_69ff56afa5ec8190a058574dff7431dc completed May 9, 2026, 3:45 p.m.
NEDg Description generation batch_69ff57c304188190afa695ae88cf0234 completed May 9, 2026, 3:50 p.m.
NED2 Entity disambiguation (via description) batch_69ff5920436c81909addad5bb4566ae9 completed May 9, 2026, 3:56 p.m.
Created at: April 10, 2026, 1:24 a.m.