Triple

T939434
Position Surface form Disambiguated ID Type / Status
Subject Lake Macquarie E20270 entity
Predicate locatedInLocalGovernmentArea P21214 FINISHED
Object City of Lake Macquarie E70115 NE FINISHED

How this triple was built (3 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: City of Lake Macquarie | Statement: [Lake Macquarie, locatedInLocalGovernmentArea, City of Lake Macquarie]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: City of Lake Macquarie
Context triple: [Lake Macquarie, locatedInLocalGovernmentArea, City of Lake Macquarie]
  • A. Tweed Heads
    Tweed Heads is a coastal town in far northeastern New South Wales, Australia, situated on the Tweed River near the Queensland border and known for its beaches and tourism.
  • B. Lake Macquarie City Council chosen
    Lake Macquarie City Council is the local government authority responsible for administering the Lake Macquarie region in New South Wales, Australia.
  • C. Maitland, New South Wales
    Maitland, New South Wales is a historic regional city in Australia known for its heritage architecture and proximity to the Hunter Valley wine region.
  • D. Nerang
    Nerang is a suburb and key residential and commercial hub located in the inland western part of the Gold Coast in Queensland, Australia.
  • E. 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.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
PD Predicate disambiguation gpt-5-mini-2025-08-07 
Target predicate: locatedInLocalGovernmentArea
Context triple: [Lake Macquarie, locatedInLocalGovernmentArea, City of Lake Macquarie]
  • A. isInMunicipality chosen
    Indicates that one entity (typically a place or address) is located within the administrative boundaries of a specific municipality.
  • B. localAuthorityArea
    Indicates that one entity is a geographic or administrative area governed or managed by a specified local authority.
  • C. hasLocalGovernmentBody
    Indicates that an entity is administered or overseen by a specific local government authority or governing body.
  • D. localElectoralArea
    Indicates a relationship where a geographic or administrative region is designated as a specific local electoral area for voting or representation purposes.
  • E. locatedIn
    Indicates that one entity exists or is situated within the spatial, administrative, or conceptual boundaries of another entity.
  • F. None of above.

Provenance (4 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_69a493b0270c81909e6c9ce310f6aa55 completed March 1, 2026, 7:29 p.m.
NER Named-entity recognition batch_69a4b38a3ad4819080d71849e822a12a completed March 1, 2026, 9:45 p.m.
NED1 Entity disambiguation (via context triple) batch_69ac53796d948190b77dc7b875cdbf77 completed March 7, 2026, 4:34 p.m.
PD Predicate disambiguation batch_69a4b29c68f48190aecad10e351a99de completed March 1, 2026, 9:41 p.m.
Created at: March 1, 2026, 7:40 p.m.