Triple

T3325060
Position Surface form Disambiguated ID Type / Status
Subject Forbes E69893 entity
Predicate isInLocalGovernmentArea P18485 FINISHED
Object Forbes Shire
Forbes Shire is a local government area in the Central West region of New South Wales, Australia, centered on the town of Forbes and encompassing surrounding rural communities.
E348585 NE FINISHED

How this triple was built (5 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: Forbes Shire | Statement: [Forbes, isInLocalGovernmentArea, Forbes Shire]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Forbes Shire
Context triple: [Forbes, isInLocalGovernmentArea, Forbes Shire]
  • A. Guyra Shire
    Guyra Shire was a former local government area in the New England region of New South Wales, Australia, centered on the town of Guyra and known for its rural and agricultural character.
  • B. 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.
  • C. 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.
  • D. Singleton Shire
    Singleton Shire is a local government area in the Hunter Region of New South Wales, Australia, known for its mix of rural communities, coal mining, and wine-producing areas.
  • E. 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.
  • 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: Forbes Shire
Triple: [Forbes, isInLocalGovernmentArea, Forbes Shire]
Generated description
Forbes Shire is a local government area in the Central West region of New South Wales, Australia, centered on the town of Forbes and encompassing surrounding rural communities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Forbes Shire
Target entity description: Forbes Shire is a local government area in the Central West region of New South Wales, Australia, centered on the town of Forbes and encompassing surrounding rural communities.
  • A. Guyra Shire
    Guyra Shire was a former local government area in the New England region of New South Wales, Australia, centered on the town of Guyra and known for its rural and agricultural character.
  • B. 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.
  • C. 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.
  • D. Singleton Shire
    Singleton Shire is a local government area in the Hunter Region of New South Wales, Australia, known for its mix of rural communities, coal mining, and wine-producing areas.
  • E. 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.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: isInLocalGovernmentArea
Context triple: [Forbes, isInLocalGovernmentArea, Forbes Shire]
  • A. hasLocalGovernmentAreaStatus
    Indicates that an entity holds the official designation or recognition as a local government area within a defined administrative system.
  • B. hasLocalGovernmentAreas
    Indicates that an entity is administratively divided into, or associated with, one or more local government areas.
  • C. localAuthorityArea chosen
    Indicates that one entity is a geographic or administrative area governed or managed by a specified local authority.
  • D. hasLocalGovernmentBody
    Indicates that an entity is administered or overseen by a specific local government authority or governing body.
  • E. isInMunicipality
    Indicates that one entity (typically a place or address) is located within the administrative boundaries of a specific municipality.
  • F. None of above.

Provenance (6 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_69ad85a1829881908942c14075644d0d completed March 8, 2026, 2:20 p.m.
NER Named-entity recognition batch_69adb16ca13c8190aea8caed8ccd9b88 completed March 8, 2026, 5:27 p.m.
NED1 Entity disambiguation (via context triple) batch_69b31a7b26248190b9bf159982d7d19e completed March 12, 2026, 7:56 p.m.
NEDg Description generation batch_69b31e4ca140819099de4546b0cb14d6 completed March 12, 2026, 8:13 p.m.
NED2 Entity disambiguation (via description) batch_69b31ec53b848190b56ca349f53ff447 completed March 12, 2026, 8:15 p.m.
PD Predicate disambiguation batch_69ada42a19348190a3862ce02451f4aa completed March 8, 2026, 4:30 p.m.
Created at: March 8, 2026, 3:11 p.m.