Triple

T14272338
Position Surface form Disambiguated ID Type / Status
Subject City of Orange E353820 entity
Predicate contains P35 FINISHED
Object Spring Hill, New South Wales
Spring Hill, New South Wales is a small rural village in the Central West region of the state, situated near the city of Orange.
 E1088942 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: Spring Hill, New South Wales | Statement: [City of Orange, contains, Spring Hill, New South Wales]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Spring Hill, New South Wales
Context triple: [City of Orange, contains, Spring Hill, New South Wales]
  • A. Forest Hill, New South Wales
    Forest Hill, New South Wales is a suburb of Wagga Wagga known primarily for its role as a regional aviation and military hub in the Riverina region.
  • B. Hillston, New South Wales, Australia
    Hillston, New South Wales, Australia is a small rural town in the Riverina region known for its agricultural economy and as the birthplace of writer and academic Jill Ker Conway.
  • C. Nowra Hill, New South Wales
    Nowra Hill, New South Wales is a rural locality near Nowra best known for hosting the Royal Australian Navy’s primary air station, HMAS Albatross.
  • D. Muswellbrook, New South Wales
    Muswellbrook, New South Wales is a regional town in the Upper Hunter Valley known for its coal mining, power generation, and thoroughbred horse breeding industries.
  • E. Hamilton, New South Wales
    Hamilton, New South Wales is an inner-city suburb of Newcastle, Australia, known for its residential character, local shops and cafes, and convenient transport links.
  • 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: Spring Hill, New South Wales
Triple: [City of Orange, contains, Spring Hill, New South Wales]
Generated description
Spring Hill, New South Wales is a small rural village in the Central West region of the state, situated near the city of Orange.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Spring Hill, New South Wales
Target entity description: Spring Hill, New South Wales is a small rural village in the Central West region of the state, situated near the city of Orange.
  • A. Forest Hill, New South Wales
    Forest Hill, New South Wales is a suburb of Wagga Wagga known primarily for its role as a regional aviation and military hub in the Riverina region.
  • B. Hillston, New South Wales, Australia
    Hillston, New South Wales, Australia is a small rural town in the Riverina region known for its agricultural economy and as the birthplace of writer and academic Jill Ker Conway.
  • C. Nowra Hill, New South Wales
    Nowra Hill, New South Wales is a rural locality near Nowra best known for hosting the Royal Australian Navy’s primary air station, HMAS Albatross.
  • D. Muswellbrook, New South Wales
    Muswellbrook, New South Wales is a regional town in the Upper Hunter Valley known for its coal mining, power generation, and thoroughbred horse breeding industries.
  • E. Hamilton, New South Wales
    Hamilton, New South Wales is an inner-city suburb of Newcastle, Australia, known for its residential character, local shops and cafes, and convenient transport links.
  • 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_69d8278d25148190abf1a8c8f5f533ad completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de65811d7c8190b075909a6570d415 completed April 14, 2026, 4:04 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd326a5aec8190b139a0c49fd43705 completed May 8, 2026, 12:46 a.m.
NEDg Description generation batch_69fd333b49a88190834a5f45fa0fc6c2 completed May 8, 2026, 12:50 a.m.
NED2 Entity disambiguation (via description) batch_69fd33bdc8d08190be11f5ccf259cd6a completed May 8, 2026, 12:52 a.m.
Created at: April 10, 2026, 1:10 a.m.