Triple

T14272341
Position Surface form Disambiguated ID Type / Status
Subject City of Orange E353820 entity
Predicate contains P35 FINISHED
Object March, New South Wales
March, New South Wales is a rural locality within the City of Orange in the Central West region of New South Wales, Australia.
E1088945 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: March, New South Wales | Statement: [City of Orange, contains, March, New South Wales]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: March, New South Wales
Context triple: [City of Orange, contains, March, New South Wales]
  • A. 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.
  • B. Parkes, New South Wales
    Parkes, New South Wales is a regional town in central western New South Wales, Australia, known for its agricultural base and proximity to the famous Parkes Observatory radio telescope.
  • C. Forster, New South Wales
    Forster, New South Wales is a popular coastal town on the Mid North Coast of Australia known for its beaches, fishing, and tourism.
  • D. Hay, New South Wales
    Hay, New South Wales is a rural town in the western Riverina region of Australia, known for its agricultural production and location on major transport routes.
  • E. Merewether, New South Wales
    Merewether, New South Wales is a coastal suburb of Newcastle known for its popular surf beaches, ocean baths, and relaxed seaside lifestyle.
  • 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: March, New South Wales
Triple: [City of Orange, contains, March, New South Wales]
Generated description
March, New South Wales is a rural locality within the City of Orange in the Central West region of New South Wales, Australia.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: March, New South Wales
Target entity description: March, New South Wales is a rural locality within the City of Orange in the Central West region of New South Wales, Australia.
  • A. 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.
  • B. Parkes, New South Wales
    Parkes, New South Wales is a regional town in central western New South Wales, Australia, known for its agricultural base and proximity to the famous Parkes Observatory radio telescope.
  • C. Forster, New South Wales
    Forster, New South Wales is a popular coastal town on the Mid North Coast of Australia known for its beaches, fishing, and tourism.
  • D. Hay, New South Wales
    Hay, New South Wales is a rural town in the western Riverina region of Australia, known for its agricultural production and location on major transport routes.
  • E. Merewether, New South Wales
    Merewether, New South Wales is a coastal suburb of Newcastle known for its popular surf beaches, ocean baths, and relaxed seaside lifestyle.
  • 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.