Triple

T2991598
Position Surface form Disambiguated ID Type / Status
Subject Barmedman E80766 entity
Predicate localGovernmentArea P3379 FINISHED
Object Bland Shire
Bland Shire is a local government area in the Riverina region of New South Wales, Australia, known for its agricultural communities and rural townships.
E330380 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: Bland Shire | Statement: [Barmedman, localGovernmentArea, Bland Shire]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Bland Shire
Context triple: [Barmedman, localGovernmentArea, Bland Shire]
  • A. 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.
  • B. Berrigan Shire
    Berrigan Shire is a local government area in the Riverina region of New South Wales, Australia, known for its agricultural communities and rural townships.
  • C. Coolamon Shire
    Coolamon Shire is a rural local government area in the Riverina region of New South Wales, Australia, centered on the town of Coolamon and surrounding agricultural communities.
  • D. Murray Shire
    Murray Shire was a former local government area in the Riverina region of New South Wales, Australia, encompassing rural communities and the town of Moama along the Murray River.
  • E. Shire of Douglas
    The Shire of Douglas is a local government area in Far North Queensland, Australia, known for encompassing parts of the Daintree Rainforest and the coastal town of Port Douglas.
  • 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: Bland Shire
Triple: [Barmedman, localGovernmentArea, Bland Shire]
Generated description
Bland Shire is a local government area in the Riverina region of New South Wales, Australia, known for its agricultural communities and rural townships.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Bland Shire
Target entity description: Bland Shire is a local government area in the Riverina region of New South Wales, Australia, known for its agricultural communities and rural townships.
  • A. 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.
  • B. Berrigan Shire
    Berrigan Shire is a local government area in the Riverina region of New South Wales, Australia, known for its agricultural communities and rural townships.
  • C. Coolamon Shire
    Coolamon Shire is a rural local government area in the Riverina region of New South Wales, Australia, centered on the town of Coolamon and surrounding agricultural communities.
  • D. Murray Shire
    Murray Shire was a former local government area in the Riverina region of New South Wales, Australia, encompassing rural communities and the town of Moama along the Murray River.
  • E. Shire of Douglas
    The Shire of Douglas is a local government area in Far North Queensland, Australia, known for encompassing parts of the Daintree Rainforest and the coastal town of Port Douglas.
  • 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_69ad8b16c3488190b47b6aa7a59a335b completed March 8, 2026, 2:43 p.m.
NER Named-entity recognition batch_69ad99df69d08190a0e25efb0dc8d653 completed March 8, 2026, 3:46 p.m.
NED1 Entity disambiguation (via context triple) batch_69b20f38a1548190bdddf65853632db1 completed March 12, 2026, 12:56 a.m.
NEDg Description generation batch_69b2102e35b08190ad9ca397f0c937da completed March 12, 2026, 1 a.m.
NED2 Entity disambiguation (via description) batch_69b21458b07081909d75886e0d9f88e9 completed March 12, 2026, 1:18 a.m.
Created at: March 8, 2026, 2:59 p.m.