Triple

T12522288
Position Surface form Disambiguated ID Type / Status
Subject Wheatbelt region E299347 entity
Predicate hasTown P847 FINISHED
Object Kellerberrin
Kellerberrin is a small rural town in Western Australia known for its grain farming and role as a service centre in the state’s Wheatbelt.
 E1037420 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: Kellerberrin | Statement: [Wheatbelt region, hasTown, Kellerberrin]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Kellerberrin
Context triple: [Wheatbelt region, hasTown, Kellerberrin]
  • A. Eungella
    Eungella is a small rural township in Queensland, Australia, known as a gateway to the surrounding Eungella National Park and its rainforest landscapes.
  • B. 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.
  • C. Tibooburra
    Tibooburra is a remote outback town in far northwestern New South Wales, Australia, known as a gateway to the Sturt National Park and the Corner Country near the borders with Queensland and South Australia.
  • D. Tarcoola
    Tarcoola is a remote outback locality in South Australia that serves as a historic railway junction on major north–south transcontinental routes.
  • E. Goongarrie
    Goongarrie is a small rural locality in Western Australia known historically for gold mining and its proximity to the Goongarrie National Park.
  • 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: Kellerberrin
Triple: [Wheatbelt region, hasTown, Kellerberrin]
Generated description
Kellerberrin is a small rural town in Western Australia known for its grain farming and role as a service centre in the state’s Wheatbelt.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Kellerberrin
Target entity description: Kellerberrin is a small rural town in Western Australia known for its grain farming and role as a service centre in the state’s Wheatbelt.
  • A. Eungella
    Eungella is a small rural township in Queensland, Australia, known as a gateway to the surrounding Eungella National Park and its rainforest landscapes.
  • B. 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.
  • C. Tibooburra
    Tibooburra is a remote outback town in far northwestern New South Wales, Australia, known as a gateway to the Sturt National Park and the Corner Country near the borders with Queensland and South Australia.
  • D. Tarcoola
    Tarcoola is a remote outback locality in South Australia that serves as a historic railway junction on major north–south transcontinental routes.
  • E. Goongarrie
    Goongarrie is a small rural locality in Western Australia known historically for gold mining and its proximity to the Goongarrie National Park.
  • 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_69d6ada5cdd48190860d9ce30aff69be completed April 8, 2026, 7:33 p.m.
NER Named-entity recognition batch_69d9545b2b2481909049a490c97678f2 completed April 10, 2026, 7:49 p.m.
NED1 Entity disambiguation (via context triple) batch_69f72658fa6c81909b9785d710c418e0 completed May 3, 2026, 10:41 a.m.
NEDg Description generation batch_69f727512c94819091985c7942f40b31 completed May 3, 2026, 10:45 a.m.
NED2 Entity disambiguation (via description) batch_69f72b77d650819092c02f6488b2cfb2 completed May 3, 2026, 11:03 a.m.
Created at: April 8, 2026, 9:57 p.m.