Triple

T14682583
Position Surface form Disambiguated ID Type / Status
Subject Gunnedah E344824 entity
Predicate localGovernmentArea P3379 FINISHED
Object Gunnedah Shire
Gunnedah Shire is a local government area in north-western New South Wales, Australia, centered on the rural town of Gunnedah and known for its agricultural and mining industries.
E1115513 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: Gunnedah Shire | Statement: [Gunnedah, localGovernmentArea, Gunnedah Shire]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Gunnedah Shire
Context triple: [Gunnedah, localGovernmentArea, Gunnedah Shire]
  • A. Tenterfield Shire
    Tenterfield Shire is a local government area in northern New South Wales, Australia, known for its rural communities, historic townships, and agricultural landscapes.
  • B. Boorowa Shire
    Boorowa Shire was a former local government area in New South Wales, Australia, centered on the rural town of Boorowa and known for its agricultural community.
  • C. Dungog Shire
    Dungog Shire is a local government area in the Hunter Region of New South Wales, Australia, known for its rural landscapes, historic towns, and proximity to national parks.
  • D. Bellingen Shire
    Bellingen Shire is a local government area on the Mid North Coast of New South Wales, Australia, known for its rural landscapes, rivers, and the town of Bellingen as its main centre.
  • 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: Gunnedah Shire
Triple: [Gunnedah, localGovernmentArea, Gunnedah Shire]
Generated description
Gunnedah Shire is a local government area in north-western New South Wales, Australia, centered on the rural town of Gunnedah and known for its agricultural and mining industries.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Gunnedah Shire
Target entity description: Gunnedah Shire is a local government area in north-western New South Wales, Australia, centered on the rural town of Gunnedah and known for its agricultural and mining industries.
  • A. Tenterfield Shire
    Tenterfield Shire is a local government area in northern New South Wales, Australia, known for its rural communities, historic townships, and agricultural landscapes.
  • B. Boorowa Shire
    Boorowa Shire was a former local government area in New South Wales, Australia, centered on the rural town of Boorowa and known for its agricultural community.
  • C. Dungog Shire
    Dungog Shire is a local government area in the Hunter Region of New South Wales, Australia, known for its rural landscapes, historic towns, and proximity to national parks.
  • D. Bellingen Shire
    Bellingen Shire is a local government area on the Mid North Coast of New South Wales, Australia, known for its rural landscapes, rivers, and the town of Bellingen as its main centre.
  • 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_69d822e34b348190ada4d1cdb6c7c226 completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69deb56a51ec8190941684fd562a7182 completed April 14, 2026, 9:45 p.m.
NED1 Entity disambiguation (via context triple) batch_69fdf080b7508190ac99b8bb6cfb1881 completed May 8, 2026, 2:17 p.m.
NEDg Description generation batch_69fdf2843a1c8190a14f4ac4d3157e05 completed May 8, 2026, 2:26 p.m.
NED2 Entity disambiguation (via description) batch_69fdf35ce9c48190b3a107bda3ffd126 completed May 8, 2026, 2:29 p.m.
Created at: April 10, 2026, 1:28 a.m.