Triple

T3335081
Position Surface form Disambiguated ID Type / Status
Subject Lockhart Shire E70121 entity
Predicate hasAdministrativeCentre P1474 FINISHED
Object Lockhart, New South Wales
Lockhart, New South Wales is a small rural town in the Riverina region known for its agricultural community, heritage streetscapes, and role as a local service centre.
 E349549 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, New South Wales | Statement: [Lockhart Shire, hasAdministrativeCentre, Lockhart, New South Wales]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Lockhart, New South Wales
Context triple: [Lockhart Shire, hasAdministrativeCentre, Lockhart, New South Wales]
  • A. Scone, New South Wales
    Scone, New South Wales is a rural town in the Upper Hunter region known as the "Horse Capital of Australia" for its thoroughbred breeding and equine industry.
  • B. Singleton, New South Wales
    Singleton, New South Wales is a historic rural town in Australia’s Hunter Region, known for its coal mining, power generation, and proximity to the Hunter Valley wine country.
  • C. Morisset, New South Wales
    Morisset, New South Wales is a town in the City of Lake Macquarie region of New South Wales, Australia, known as a local commercial and transport hub near the lake.
  • D. Deniliquin
    Deniliquin is a rural town in southern New South Wales, Australia, known for its agricultural industry and annual ute muster festival.
  • E. Griffith, New South Wales
    Griffith, New South Wales is a regional city in the Riverina region known for its agricultural production, particularly wine and citrus, and its culturally diverse community.
  • 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, New South Wales
Triple: [Lockhart Shire, hasAdministrativeCentre, Lockhart, New South Wales]
Generated description
Lockhart, New South Wales is a small rural town in the Riverina region known for its agricultural community, heritage streetscapes, and role as a local service centre.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Lockhart, New South Wales
Target entity description: Lockhart, New South Wales is a small rural town in the Riverina region known for its agricultural community, heritage streetscapes, and role as a local service centre.
  • A. Scone, New South Wales
    Scone, New South Wales is a rural town in the Upper Hunter region known as the "Horse Capital of Australia" for its thoroughbred breeding and equine industry.
  • B. Singleton, New South Wales
    Singleton, New South Wales is a historic rural town in Australia’s Hunter Region, known for its coal mining, power generation, and proximity to the Hunter Valley wine country.
  • C. Morisset, New South Wales
    Morisset, New South Wales is a town in the City of Lake Macquarie region of New South Wales, Australia, known as a local commercial and transport hub near the lake.
  • D. Deniliquin
    Deniliquin is a rural town in southern New South Wales, Australia, known for its agricultural industry and annual ute muster festival.
  • E. Griffith, New South Wales
    Griffith, New South Wales is a regional city in the Riverina region known for its agricultural production, particularly wine and citrus, and its culturally diverse community.
  • 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_69ad85a24f208190bcf83131bfed3521 completed March 8, 2026, 2:20 p.m.
NER Named-entity recognition batch_69adb197bd0481909a5cf7eab386e176 completed March 8, 2026, 5:27 p.m.
NED1 Entity disambiguation (via context triple) batch_69b31a885d148190a101ce50d5d87f53 completed March 12, 2026, 7:56 p.m.
NEDg Description generation batch_69b31c393f20819098d5761372d6a980 completed March 12, 2026, 8:04 p.m.
NED2 Entity disambiguation (via description) batch_69b3206be2748190874560701dc1ed18 completed March 12, 2026, 8:22 p.m.
Created at: March 8, 2026, 3:12 p.m.