Triple

T15401222
Position Surface form Disambiguated ID Type / Status
Subject Goulburn Mulwaree Council E368320 entity
Predicate administers P123 FINISHED
Object City of Goulburn
The City of Goulburn is a regional city in New South Wales, Australia, known as one of the country’s earliest inland settlements and a key service and transport hub for its surrounding rural area.
E1155062 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 Goulburn | Statement: [Goulburn Mulwaree Council, administers, City of Goulburn]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: City of Goulburn
Context triple: [Goulburn Mulwaree Council, administers, City of Goulburn]
  • A. City of Wangaratta
    The City of Wangaratta is a local government area in northeastern Victoria, Australia, centered on the regional city of Wangaratta and surrounding rural communities.
  • B. 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.
  • C. 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.
  • 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 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.
  • 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 Goulburn
Triple: [Goulburn Mulwaree Council, administers, City of Goulburn]
Generated description
The City of Goulburn is a regional city in New South Wales, Australia, known as one of the country’s earliest inland settlements and a key service and transport hub for its surrounding rural area.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: City of Goulburn
Target entity description: The City of Goulburn is a regional city in New South Wales, Australia, known as one of the country’s earliest inland settlements and a key service and transport hub for its surrounding rural area.
  • A. City of Wangaratta
    The City of Wangaratta is a local government area in northeastern Victoria, Australia, centered on the regional city of Wangaratta and surrounding rural communities.
  • B. 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.
  • C. 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.
  • 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 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.
  • 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_69d85a16c68c819099c1b547fbc87b32 completed April 10, 2026, 2:01 a.m.
NER Named-entity recognition batch_69e03e8ea0ac8190a5c68b1951ad3db1 completed April 16, 2026, 1:42 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff13567e3481908eb6293c6af35f3a completed May 9, 2026, 10:58 a.m.
NEDg Description generation batch_69ff144af00481909191a2d33874c195 completed May 9, 2026, 11:02 a.m.
NED2 Entity disambiguation (via description) batch_69ff15ae7c9c81909fd0894e48e5b5b1 completed May 9, 2026, 11:08 a.m.
Created at: April 10, 2026, 3:19 a.m.