Triple

T7843961
Position Surface form Disambiguated ID Type / Status
Subject Inverell E181873 entity
Predicate localGovernmentArea P3379 FINISHED
Object Inverell Shire
Inverell Shire is a local government area in the New England region of northern New South Wales, Australia, centered on the rural service town of Inverell and known for agriculture and sapphire mining.
E699016 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: Inverell Shire | Statement: [Inverell, localGovernmentArea, Inverell Shire]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Inverell Shire
Context triple: [Inverell, localGovernmentArea, Inverell 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. 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.
  • C. 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.
  • 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. Kempsey Shire
    Kempsey Shire is a local government area on the Mid North Coast of New South Wales, Australia, centered on the town of Kempsey and encompassing surrounding rural and coastal 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: Inverell Shire
Triple: [Inverell, localGovernmentArea, Inverell Shire]
Generated description
Inverell Shire is a local government area in the New England region of northern New South Wales, Australia, centered on the rural service town of Inverell and known for agriculture and sapphire mining.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Inverell Shire
Target entity description: Inverell Shire is a local government area in the New England region of northern New South Wales, Australia, centered on the rural service town of Inverell and known for agriculture and sapphire mining.
  • 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. 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.
  • C. 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.
  • 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. Kempsey Shire
    Kempsey Shire is a local government area on the Mid North Coast of New South Wales, Australia, centered on the town of Kempsey and encompassing surrounding rural and coastal 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_69ca8285d6488190a95d4c02d7354b53 completed March 30, 2026, 2:02 p.m.
NER Named-entity recognition batch_69cb163c72248190b53bc53980e8ac0f completed March 31, 2026, 12:33 a.m.
NED1 Entity disambiguation (via context triple) batch_69cb5ae9758c819091e270343ed289aa completed March 31, 2026, 5:26 a.m.
NEDg Description generation batch_69cb762dd8348190bf74be4e7f5df1e7 completed March 31, 2026, 7:22 a.m.
NED2 Entity disambiguation (via description) batch_69cbb24068908190977b266366e5ceea completed March 31, 2026, 11:38 a.m.
Created at: March 30, 2026, 4:48 p.m.