Triple

T13382500
Position Surface form Disambiguated ID Type / Status
Subject Orana E319350 entity
Predicate contains P35 FINISHED
Object Cobar Shire
Cobar Shire is a local government area in the Orana region of New South Wales, Australia, centered on the mining town of Cobar and known for its extensive outback landscapes and mineral resources.
E1078035 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: Cobar Shire | Statement: [Orana, contains, Cobar Shire]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Cobar Shire
Context triple: [Orana, contains, Cobar Shire]
  • A. Cowra Shire
    Cowra Shire is a local government area in the Central West region of New South Wales, Australia, encompassing the town of Cowra and surrounding rural communities.
  • B. Towong Shire
    Towong Shire is a rural local government area in northeastern Victoria, Australia, known for its alpine landscapes, agriculture, and small country towns.
  • C. Cootamundra Shire
    Cootamundra Shire was a former local government area in New South Wales, Australia, centered on the town of Cootamundra and encompassing surrounding rural communities.
  • D. 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.
  • E. Brewarrina Shire
    Brewarrina Shire is a local government area in the Orana region of New South Wales, Australia, known for its rural communities and significant Indigenous heritage.
  • 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: Cobar Shire
Triple: [Orana, contains, Cobar Shire]
Generated description
Cobar Shire is a local government area in the Orana region of New South Wales, Australia, centered on the mining town of Cobar and known for its extensive outback landscapes and mineral resources.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Cobar Shire
Target entity description: Cobar Shire is a local government area in the Orana region of New South Wales, Australia, centered on the mining town of Cobar and known for its extensive outback landscapes and mineral resources.
  • A. Cowra Shire
    Cowra Shire is a local government area in the Central West region of New South Wales, Australia, encompassing the town of Cowra and surrounding rural communities.
  • B. Towong Shire
    Towong Shire is a rural local government area in northeastern Victoria, Australia, known for its alpine landscapes, agriculture, and small country towns.
  • C. Cootamundra Shire
    Cootamundra Shire was a former local government area in New South Wales, Australia, centered on the town of Cootamundra and encompassing surrounding rural communities.
  • D. 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.
  • E. Brewarrina Shire
    Brewarrina Shire is a local government area in the Orana region of New South Wales, Australia, known for its rural communities and significant Indigenous heritage.
  • 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_69d806b886bc8190b676e7768b8e01c5 completed April 9, 2026, 8:06 p.m.
NER Named-entity recognition batch_69dadce80158819082156eaeaeda3bd8 completed April 11, 2026, 11:44 p.m.
NED1 Entity disambiguation (via context triple) batch_69fcb6419a3c8190bfaeab65f3909474 completed May 7, 2026, 3:56 p.m.
NEDg Description generation batch_69fcc60f872c8190bd75aeca60da7b26 completed May 7, 2026, 5:04 p.m.
NED2 Entity disambiguation (via description) batch_69fcc6b607e48190bed023bb82a950cb completed May 7, 2026, 5:07 p.m.
Created at: April 9, 2026, 9:33 p.m.