Triple

T13382497
Position Surface form Disambiguated ID Type / Status
Subject Orana E319350 entity
Predicate contains P35 FINISHED
Object Bogan Shire
Bogan Shire is a local government area in the Orana region of New South Wales, Australia, centered on the town of Nyngan and known for its rural agricultural communities.
E1072030 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: Bogan Shire | Statement: [Orana, contains, Bogan Shire]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Bogan Shire
Context triple: [Orana, contains, Bogan Shire]
  • A. Murrungal Shire
    Murrungal Shire was a former local government area in New South Wales, Australia, that was later amalgamated into Boorowa Shire.
  • B. Eurobodalla Shire
    Eurobodalla Shire is a local government area on the south coast of New South Wales, Australia, known for its coastal towns, beaches, and rural landscapes.
  • 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. Towong Shire
    Towong Shire is a rural local government area in northeastern Victoria, Australia, known for its alpine landscapes, agriculture, and small country towns.
  • E. Murrindindi Shire
    Murrindindi Shire is a local government area in central Victoria, Australia, known for its rural communities, forests, and parts of the Yarra Valley and High Country.
  • 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: Bogan Shire
Triple: [Orana, contains, Bogan Shire]
Generated description
Bogan Shire is a local government area in the Orana region of New South Wales, Australia, centered on the town of Nyngan and known for its rural agricultural communities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Bogan Shire
Target entity description: Bogan Shire is a local government area in the Orana region of New South Wales, Australia, centered on the town of Nyngan and known for its rural agricultural communities.
  • A. Murrungal Shire
    Murrungal Shire was a former local government area in New South Wales, Australia, that was later amalgamated into Boorowa Shire.
  • B. Eurobodalla Shire
    Eurobodalla Shire is a local government area on the south coast of New South Wales, Australia, known for its coastal towns, beaches, and rural landscapes.
  • 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. Towong Shire
    Towong Shire is a rural local government area in northeastern Victoria, Australia, known for its alpine landscapes, agriculture, and small country towns.
  • E. Murrindindi Shire
    Murrindindi Shire is a local government area in central Victoria, Australia, known for its rural communities, forests, and parts of the Yarra Valley and High Country.
  • 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_69fba1b143388190a6bed8e21105a406 completed May 6, 2026, 8:16 p.m.
NEDg Description generation batch_69fba67cb5b88190ad160d65a14fd841 completed May 6, 2026, 8:37 p.m.
NED2 Entity disambiguation (via description) batch_69fba6e9ba0c8190b540c86a0b7baa0a completed May 6, 2026, 8:39 p.m.
Created at: April 9, 2026, 9:33 p.m.