Triple

T556869
Position Surface form Disambiguated ID Type / Status
Subject Temora E11960 entity
Predicate localGovernmentArea P3379 FINISHED
Object Temora Shire
Temora Shire is a local government area in the Riverina region of New South Wales, Australia, centered on the rural service town of Temora and known for its agricultural economy and aviation heritage.
E70119 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: Temora Shire | Statement: [Temora, localGovernmentArea, Temora Shire]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Temora Shire
Context triple: [Temora, localGovernmentArea, Temora Shire]
  • A. Dungog
    Dungog is a small rural town in New South Wales, Australia, known for its historic architecture, dairy farming, and proximity to the Barrington Tops National Park.
  • B. Deniliquin
    Deniliquin is a rural town in southern New South Wales, Australia, known for its agricultural industry and annual ute muster festival.
  • C. Wyong
    Wyong is a town and administrative centre on the Central Coast of New South Wales, Australia.
  • D. Coleambally
    Coleambally is a small irrigation-based town in the Riverina region of New South Wales, Australia, known for its rice and agricultural production.
  • E. Eden District
    Eden District was a former local government district in Cumbria, England, known for its largely rural landscape, market towns, and the scenic River Eden valley.
  • 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: Temora Shire
Triple: [Temora, localGovernmentArea, Temora Shire]
Generated description
Temora Shire is a local government area in the Riverina region of New South Wales, Australia, centered on the rural service town of Temora and known for its agricultural economy and aviation heritage.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Temora Shire
Target entity description: Temora Shire is a local government area in the Riverina region of New South Wales, Australia, centered on the rural service town of Temora and known for its agricultural economy and aviation heritage.
  • A. Dungog
    Dungog is a small rural town in New South Wales, Australia, known for its historic architecture, dairy farming, and proximity to the Barrington Tops National Park.
  • B. Deniliquin
    Deniliquin is a rural town in southern New South Wales, Australia, known for its agricultural industry and annual ute muster festival.
  • C. Wyong
    Wyong is a town and administrative centre on the Central Coast of New South Wales, Australia.
  • D. Coleambally
    Coleambally is a small irrigation-based town in the Riverina region of New South Wales, Australia, known for its rice and agricultural production.
  • E. Eden District
    Eden District was a former local government district in Cumbria, England, known for its largely rural landscape, market towns, and the scenic River Eden valley.
  • 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_69a4932941d08190815efd422f0b4ca7 completed March 1, 2026, 7:27 p.m.
NER Named-entity recognition batch_69a49d28af148190acad3cfb809ff2f2 completed March 1, 2026, 8:10 p.m.
NED1 Entity disambiguation (via context triple) batch_69a4e9bb3b28819099ed0027d948483a completed March 2, 2026, 1:36 a.m.
NEDg Description generation batch_69a4eab98cf08190a0923f42e42667ed completed March 2, 2026, 1:41 a.m.
NED2 Entity disambiguation (via description) batch_69a4eb14d6d88190885d6eac9dfc3db8 completed March 2, 2026, 1:42 a.m.
Created at: March 1, 2026, 7:32 p.m.