Triple

T3355665
Position Surface form Disambiguated ID Type / Status
Subject Tullibigeal E70598 entity
Predicate localGovernmentArea P3379 FINISHED
Object Lachlan Shire
Lachlan Shire is a local government area in the Central West region of New South Wales, Australia, encompassing rural communities and agricultural land along the Lachlan River.
E364080 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: Lachlan Shire | Statement: [Tullibigeal, localGovernmentArea, Lachlan Shire]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Lachlan Shire
Context triple: [Tullibigeal, localGovernmentArea, Lachlan Shire]
  • A. Blayney Shire
    Blayney Shire is a local government area in the Central West region of New South Wales, Australia, centered on the town of Blayney and known for its rural communities and agricultural activities.
  • B. 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.
  • C. Winton Shire
    Winton Shire is a rural local government area in central-western Queensland, Australia, known for its outback landscapes, dinosaur fossils, and historic links to Australian bush poetry and the song "Waltzing Matilda."
  • D. Jerilderie Shire
    Jerilderie Shire was a former local government area in the Riverina region of New South Wales, Australia, centered on the rural town of Jerilderie and known for its agricultural economy.
  • E. 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.
  • 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: Lachlan Shire
Triple: [Tullibigeal, localGovernmentArea, Lachlan Shire]
Generated description
Lachlan Shire is a local government area in the Central West region of New South Wales, Australia, encompassing rural communities and agricultural land along the Lachlan River.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Lachlan Shire
Target entity description: Lachlan Shire is a local government area in the Central West region of New South Wales, Australia, encompassing rural communities and agricultural land along the Lachlan River.
  • A. Blayney Shire
    Blayney Shire is a local government area in the Central West region of New South Wales, Australia, centered on the town of Blayney and known for its rural communities and agricultural activities.
  • B. 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.
  • C. Winton Shire
    Winton Shire is a rural local government area in central-western Queensland, Australia, known for its outback landscapes, dinosaur fossils, and historic links to Australian bush poetry and the song "Waltzing Matilda."
  • D. Jerilderie Shire
    Jerilderie Shire was a former local government area in the Riverina region of New South Wales, Australia, centered on the rural town of Jerilderie and known for its agricultural economy.
  • E. 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.
  • 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_69ad85a660c48190998489309a3b4869 completed March 8, 2026, 2:20 p.m.
NER Named-entity recognition batch_69adb2419a808190a54fc03eeec6e42d completed March 8, 2026, 5:30 p.m.
NED1 Entity disambiguation (via context triple) batch_69b3739a043c8190b5da4bd14e278fcb completed March 13, 2026, 2:16 a.m.
NEDg Description generation batch_69b3754285bc8190ac1ea0fc8fcd2793 completed March 13, 2026, 2:24 a.m.
NED2 Entity disambiguation (via description) batch_69b376382ad48190bc3bacae152d7ba5 completed March 13, 2026, 2:28 a.m.
Created at: March 8, 2026, 3:13 p.m.