Triple

T556920
Position Surface form Disambiguated ID Type / Status
Subject Lockhart E11961 entity
Predicate localGovernmentArea P3379 FINISHED
Object Lockhart Shire
Lockhart Shire is a rural local government area in the Riverina region of New South Wales, Australia, known for its agricultural communities and heritage streetscapes.
 E70121 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: Lockhart Shire | Statement: [Lockhart, localGovernmentArea, Lockhart Shire]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Lockhart Shire
Context triple: [Lockhart, localGovernmentArea, Lockhart Shire]
  • A. Midlothian
    Midlothian is a historic county and council area in southeastern Scotland, just south of Edinburgh, known for its mix of former mining communities, rural landscapes, and historic sites.
  • B. Hillington
    Hillington is a small village and civil parish in Norfolk, England, known for its rural setting and historic country estate, Hillington Hall.
  • C. Methilhill
    Methilhill is a residential area in Fife, Scotland, forming part of the wider coastal town of Methil in the Levenmouth region.
  • D. Galloway
    Galloway is a historic region in southwestern Scotland known for its rugged coastline, rural landscapes, and medieval ties to powerful Scottish clans.
  • E. Hay Shire
    Hay Shire is a rural local government area in the Riverina region of southwestern New South Wales, Australia, centered on the town of Hay and known for its agricultural production and pastoral history.
  • 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: Lockhart Shire
Triple: [Lockhart, localGovernmentArea, Lockhart Shire]
Generated description
Lockhart Shire is a rural local government area in the Riverina region of New South Wales, Australia, known for its agricultural communities and heritage streetscapes.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Lockhart Shire
Target entity description: Lockhart Shire is a rural local government area in the Riverina region of New South Wales, Australia, known for its agricultural communities and heritage streetscapes.
  • A. Midlothian
    Midlothian is a historic county and council area in southeastern Scotland, just south of Edinburgh, known for its mix of former mining communities, rural landscapes, and historic sites.
  • B. Hillington
    Hillington is a small village and civil parish in Norfolk, England, known for its rural setting and historic country estate, Hillington Hall.
  • C. Methilhill
    Methilhill is a residential area in Fife, Scotland, forming part of the wider coastal town of Methil in the Levenmouth region.
  • D. Galloway
    Galloway is a historic region in southwestern Scotland known for its rugged coastline, rural landscapes, and medieval ties to powerful Scottish clans.
  • E. Hay Shire
    Hay Shire is a rural local government area in the Riverina region of southwestern New South Wales, Australia, centered on the town of Hay and known for its agricultural production and pastoral history.
  • 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.