Triple

T20972811
Position Surface form Disambiguated ID Type / Status
Subject The Wimmera E516545 entity
Predicate hasLocalGovernmentArea P8215 FINISHED
Object Hindmarsh Shire
Hindmarsh Shire is a rural local government area in western Victoria, Australia, known for its agricultural communities and location within the Wimmera region.
 E1461520 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: Hindmarsh Shire | Statement: [The Wimmera, hasLocalGovernmentArea, Hindmarsh Shire]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Hindmarsh Shire
Context triple: [The Wimmera, hasLocalGovernmentArea, Hindmarsh Shire]
  • A. Cardinia Shire
    Cardinia Shire is a local government area in Victoria, Australia, encompassing a mix of growing suburban communities, rural landscapes, and environmentally significant coastal and wetland areas.
  • B. Glenelg Shire
    Glenelg Shire is a local government area in south-western Victoria, Australia, encompassing coastal, rural, and town communities including the regional centre of Portland.
  • C. Menzies Shire
    Menzies Shire is a sparsely populated local government area in Western Australia’s northern Goldfields region, centered on the historic mining town of Menzies.
  • D. Mitchell Shire
    Mitchell Shire is a local government area in central Victoria, Australia, encompassing a mix of rural communities and growing urban fringes north of Melbourne.
  • E. Flinders Shire
    Flinders Shire is a rural local government area in north-west Queensland, Australia, centred on the town of Hughenden and known for its grazing lands and dinosaur fossil discoveries.
  • 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: Hindmarsh Shire
Triple: [The Wimmera, hasLocalGovernmentArea, Hindmarsh Shire]
Generated description
Hindmarsh Shire is a rural local government area in western Victoria, Australia, known for its agricultural communities and location within the Wimmera region.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Hindmarsh Shire
Target entity description: Hindmarsh Shire is a rural local government area in western Victoria, Australia, known for its agricultural communities and location within the Wimmera region.
  • A. Cardinia Shire
    Cardinia Shire is a local government area in Victoria, Australia, encompassing a mix of growing suburban communities, rural landscapes, and environmentally significant coastal and wetland areas.
  • B. Glenelg Shire
    Glenelg Shire is a local government area in south-western Victoria, Australia, encompassing coastal, rural, and town communities including the regional centre of Portland.
  • C. Menzies Shire
    Menzies Shire is a sparsely populated local government area in Western Australia’s northern Goldfields region, centered on the historic mining town of Menzies.
  • D. Mitchell Shire
    Mitchell Shire is a local government area in central Victoria, Australia, encompassing a mix of rural communities and growing urban fringes north of Melbourne.
  • E. Flinders Shire
    Flinders Shire is a rural local government area in north-west Queensland, Australia, centred on the town of Hughenden and known for its grazing lands and dinosaur fossil discoveries.
  • 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_69e0b4fee5ac8190875fa9ceba1a5e5e completed April 16, 2026, 10:07 a.m.
NER Named-entity recognition batch_69e6fba161d88190b8905891f449004e completed April 21, 2026, 4:22 a.m.
NED1 Entity disambiguation (via context triple) batch_6a093b49c7248190874c35be3c0da4fd completed May 17, 2026, 3:51 a.m.
NEDg Description generation batch_6a093cefdbec81909905a866b99e6c5b completed May 17, 2026, 3:58 a.m.
NED2 Entity disambiguation (via description) batch_6a093d595f44819096effb5bead8713e completed May 17, 2026, 4 a.m.
Created at: April 16, 2026, 1:45 p.m.