Triple

T7690850
Position Surface form Disambiguated ID Type / Status
Subject Ballina, New South Wales E174240 entity
Predicate localGovernmentArea P3379 FINISHED
Object Ballina Shire
Ballina Shire is a coastal local government area in the Northern Rivers region of New South Wales, Australia, known for its beaches, riverfront, and the town of Ballina as its main centre.
 E681868 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: Ballina Shire | Statement: [Ballina, New South Wales, localGovernmentArea, Ballina Shire]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ballina Shire
Context triple: [Ballina, New South Wales, localGovernmentArea, Ballina Shire]
  • A. Moira Shire
    Moira Shire is a local government area in northeastern Victoria, Australia, known for its agricultural production, Murray River frontage, and rural townships.
  • B. Berrigan Shire
    Berrigan Shire is a local government area in the Riverina region of New South Wales, Australia, known for its agricultural communities and rural townships.
  • C. Balranald Shire
    Balranald Shire is a rural local government area in southwestern New South Wales, Australia, known for its agricultural lands and proximity to the Murray River region.
  • D. Torres Shire
    Torres Shire is a local government area in Far North Queensland, Australia, encompassing many of the Torres Strait Islands and parts of the northern Cape York Peninsula.
  • E. Fingal County
    Fingal County is a local government area in north County Dublin, Ireland, encompassing rapidly growing suburban towns, coastal communities, and rural hinterland around Dublin’s northern fringe.
  • 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: Ballina Shire
Triple: [Ballina, New South Wales, localGovernmentArea, Ballina Shire]
Generated description
Ballina Shire is a coastal local government area in the Northern Rivers region of New South Wales, Australia, known for its beaches, riverfront, and the town of Ballina as its main centre.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ballina Shire
Target entity description: Ballina Shire is a coastal local government area in the Northern Rivers region of New South Wales, Australia, known for its beaches, riverfront, and the town of Ballina as its main centre.
  • A. Moira Shire
    Moira Shire is a local government area in northeastern Victoria, Australia, known for its agricultural production, Murray River frontage, and rural townships.
  • B. Berrigan Shire
    Berrigan Shire is a local government area in the Riverina region of New South Wales, Australia, known for its agricultural communities and rural townships.
  • C. Balranald Shire
    Balranald Shire is a rural local government area in southwestern New South Wales, Australia, known for its agricultural lands and proximity to the Murray River region.
  • D. Torres Shire
    Torres Shire is a local government area in Far North Queensland, Australia, encompassing many of the Torres Strait Islands and parts of the northern Cape York Peninsula.
  • E. Fingal County
    Fingal County is a local government area in north County Dublin, Ireland, encompassing rapidly growing suburban towns, coastal communities, and rural hinterland around Dublin’s northern fringe.
  • 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_69c6995966348190939e6c37ba272c06 completed March 27, 2026, 2:51 p.m.
NER Named-entity recognition batch_69c702421dec8190a74f8ade992ca811 completed March 27, 2026, 10:18 p.m.
NED1 Entity disambiguation (via context triple) batch_69c8a26686a08190acf66586f6c7592b completed March 29, 2026, 3:54 a.m.
NEDg Description generation batch_69c8a34c93a081908ec3509c3abb3866 completed March 29, 2026, 3:58 a.m.
NED2 Entity disambiguation (via description) batch_69c8a3b4e0a88190ad525c83bd03e09f completed March 29, 2026, 3:59 a.m.
Created at: March 27, 2026, 4:02 p.m.