Triple

T7057630
Position Surface form Disambiguated ID Type / Status
Subject Tullamarine, Victoria E164134 entity
Predicate localGovernmentArea P3379 FINISHED
Object City of Hume
The City of Hume is a local government area in the north-western suburbs of Melbourne, Victoria, encompassing rapidly growing residential, industrial, and airport precincts.
E638441 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: City of Hume | Statement: [Tullamarine, Victoria, localGovernmentArea, City of Hume]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: City of Hume
Context triple: [Tullamarine, Victoria, localGovernmentArea, City of Hume]
  • A. Town of Hume
    The Town of Hume is a small rural municipality in Allegany County in western New York State, known for its agricultural landscape and close-knit community.
  • B. City of Shoalhaven
    The City of Shoalhaven is a local government area on the South Coast of New South Wales, Australia, known for its coastal towns, beaches, and the regional centre of Nowra.
  • C. City of Palmerston
    The City of Palmerston is the local government authority responsible for administering and providing municipal services to the city of Palmerston in Australia's Northern Territory.
  • D. City of Wodonga
    The City of Wodonga is a local government area in northeastern Victoria, Australia, centered on the regional city of Wodonga near the New South Wales border.
  • E. City of Dubbo
    The City of Dubbo was a former local government area in New South Wales, Australia, that administered the regional city of Dubbo and its surrounding communities.
  • 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: City of Hume
Triple: [Tullamarine, Victoria, localGovernmentArea, City of Hume]
Generated description
The City of Hume is a local government area in the north-western suburbs of Melbourne, Victoria, encompassing rapidly growing residential, industrial, and airport precincts.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: City of Hume
Target entity description: The City of Hume is a local government area in the north-western suburbs of Melbourne, Victoria, encompassing rapidly growing residential, industrial, and airport precincts.
  • A. Town of Hume
    The Town of Hume is a small rural municipality in Allegany County in western New York State, known for its agricultural landscape and close-knit community.
  • B. City of Shoalhaven
    The City of Shoalhaven is a local government area on the South Coast of New South Wales, Australia, known for its coastal towns, beaches, and the regional centre of Nowra.
  • C. City of Palmerston
    The City of Palmerston is the local government authority responsible for administering and providing municipal services to the city of Palmerston in Australia's Northern Territory.
  • D. City of Wodonga
    The City of Wodonga is a local government area in northeastern Victoria, Australia, centered on the regional city of Wodonga near the New South Wales border.
  • E. City of Dubbo
    The City of Dubbo was a former local government area in New South Wales, Australia, that administered the regional city of Dubbo and its surrounding communities.
  • 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_69c68861678881909961ddf4d779f750 completed March 27, 2026, 1:38 p.m.
NER Named-entity recognition batch_69c6e26a130c81908bdad15f5c4ae15d completed March 27, 2026, 8:02 p.m.
NED1 Entity disambiguation (via context triple) batch_69c788a303148190869be2a455d28791 completed March 28, 2026, 7:52 a.m.
NEDg Description generation batch_69c7892a387c8190856eac695fbcfb02 completed March 28, 2026, 7:54 a.m.
NED2 Entity disambiguation (via description) batch_69c789bc4fa081908cf40ec8ff189b90 completed March 28, 2026, 7:56 a.m.
Created at: March 27, 2026, 2:38 p.m.