Triple

T4791823
Position Surface form Disambiguated ID Type / Status
Subject Baroona, Singleton E106618 entity
Predicate location P40 FINISHED
Object Singleton, New South Wales, Australia E18140 NE FINISHED

How this triple was built (2 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: Singleton, New South Wales, Australia | Statement: [Baroona, Singleton, location, Singleton, New South Wales, Australia]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Singleton, New South Wales, Australia
Context triple: [Baroona, Singleton, location, Singleton, New South Wales, Australia]
  • A. Singleton, New South Wales chosen
    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. Balmain, New South Wales, Australia
    Balmain, New South Wales, Australia is an inner-west Sydney suburb known for its historic waterfront, working-class roots, and vibrant cultural and dining scene.
  • C. Newcastle, New South Wales
    Newcastle, New South Wales is a coastal Australian city known for its busy port, beaches, and historic industrial and coal-mining heritage.
  • D. 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.
  • 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.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 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_69bd43f591c881909e5a532388b0f3f3 completed March 20, 2026, 12:56 p.m.
NER Named-entity recognition batch_69bd65ddff388190b55071ed5cae7688 completed March 20, 2026, 3:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69be43ecf0308190941809fd13efa393 completed March 21, 2026, 7:08 a.m.
Created at: March 20, 2026, 1:22 p.m.