Triple

T2304806
Position Surface form Disambiguated ID Type / Status
Subject Bunbury E51812 entity
Predicate partOf P40 FINISHED
Object City of Bunbury local government area
The City of Bunbury local government area is a municipal jurisdiction in Western Australia that administers and provides local services to the coastal city of Bunbury and its surrounding suburbs.
E254323 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 Bunbury local government area | Statement: [Bunbury, partOf, City of Bunbury local government area]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: City of Bunbury local government area
Context triple: [Bunbury, partOf, City of Bunbury local government area]
  • A. 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.
  • B. Albury City Council
    Albury City Council is the local government authority responsible for administering municipal services, planning, and community development in the city of Albury, New South Wales, Australia.
  • C. Noosa Shire
    Noosa Shire is a local government area in Queensland, Australia, known for its coastal tourism hub Noosa Heads, national parks, and beaches on the northern end of the Sunshine Coast.
  • D. City of Griffith
    The City of Griffith is a local government area in New South Wales, Australia, responsible for administering the regional city of Griffith and its surrounding communities.
  • E. Leeton Shire
    Leeton Shire is a local government area in the Riverina region of New South Wales, Australia, known for its irrigated agriculture and the town of Leeton as its administrative centre.
  • 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 Bunbury local government area
Triple: [Bunbury, partOf, City of Bunbury local government area]
Generated description
The City of Bunbury local government area is a municipal jurisdiction in Western Australia that administers and provides local services to the coastal city of Bunbury and its surrounding suburbs.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: City of Bunbury local government area
Target entity description: The City of Bunbury local government area is a municipal jurisdiction in Western Australia that administers and provides local services to the coastal city of Bunbury and its surrounding suburbs.
  • A. 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.
  • B. Albury City Council
    Albury City Council is the local government authority responsible for administering municipal services, planning, and community development in the city of Albury, New South Wales, Australia.
  • C. Noosa Shire
    Noosa Shire is a local government area in Queensland, Australia, known for its coastal tourism hub Noosa Heads, national parks, and beaches on the northern end of the Sunshine Coast.
  • D. City of Griffith
    The City of Griffith is a local government area in New South Wales, Australia, responsible for administering the regional city of Griffith and its surrounding communities.
  • E. Leeton Shire
    Leeton Shire is a local government area in the Riverina region of New South Wales, Australia, known for its irrigated agriculture and the town of Leeton as its administrative centre.
  • 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_69a88b0bb30c81908ded03b006d29387 completed March 4, 2026, 7:42 p.m.
NER Named-entity recognition batch_69abc60300388190993bed7d312a92d5 completed March 7, 2026, 6:30 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae7f3579248190829a07fe508d72a7 completed March 9, 2026, 8:05 a.m.
NEDg Description generation batch_69ae82e0611c8190a8b44e97bb34194f completed March 9, 2026, 8:20 a.m.
NED2 Entity disambiguation (via description) batch_69ae83f4369c8190b956f9d37ca31d1d completed March 9, 2026, 8:25 a.m.
Created at: March 4, 2026, 7:49 p.m.