Triple

T18569810
Position Surface form Disambiguated ID Type / Status
Subject Pat Cummins E453845 entity
Predicate placeOfBirth P1 FINISHED
Object Westmead, New South Wales, Australia
Westmead, New South Wales, Australia is a suburb of Sydney known for its major health and research precinct, including one of the country’s largest public hospitals.
 E1330744 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: Westmead, New South Wales, Australia | Statement: [Pat Cummins, placeOfBirth, Westmead, New South Wales, Australia]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Westmead, New South Wales, Australia
Context triple: [Pat Cummins, placeOfBirth, Westmead, New South Wales, Australia]
  • A. Wellington, New South Wales, Australia
    Wellington, New South Wales, Australia is a small regional town in the central west of the state, known for its agricultural surroundings, historic buildings, and nearby cave systems.
  • B. Balmain, New South Wales, Australia
    Balmain, New South Wales, Australia is an inner-west Sydney suburb known for its historic waterfront, working-class roots, and vibrant cultural and dining scene.
  • C. 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.
  • D. Macquarie Park, New South Wales, Australia
    Macquarie Park is a major business and technology hub in Sydney, New South Wales, known for its corporate offices, research facilities, and proximity to Macquarie University.
  • E. Newtown, New South Wales, Australia
    Newtown, New South Wales, Australia is an inner-west suburb of Sydney known for its vibrant arts scene, alternative culture, and bustling King Street strip of cafes, bars, and independent shops.
  • 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: Westmead, New South Wales, Australia
Triple: [Pat Cummins, placeOfBirth, Westmead, New South Wales, Australia]
Generated description
Westmead, New South Wales, Australia is a suburb of Sydney known for its major health and research precinct, including one of the country’s largest public hospitals.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Westmead, New South Wales, Australia
Target entity description: Westmead, New South Wales, Australia is a suburb of Sydney known for its major health and research precinct, including one of the country’s largest public hospitals.
  • A. Wellington, New South Wales, Australia
    Wellington, New South Wales, Australia is a small regional town in the central west of the state, known for its agricultural surroundings, historic buildings, and nearby cave systems.
  • B. Balmain, New South Wales, Australia
    Balmain, New South Wales, Australia is an inner-west Sydney suburb known for its historic waterfront, working-class roots, and vibrant cultural and dining scene.
  • C. 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.
  • D. Macquarie Park, New South Wales, Australia
    Macquarie Park is a major business and technology hub in Sydney, New South Wales, known for its corporate offices, research facilities, and proximity to Macquarie University.
  • E. Newtown, New South Wales, Australia
    Newtown, New South Wales, Australia is an inner-west suburb of Sydney known for its vibrant arts scene, alternative culture, and bustling King Street strip of cafes, bars, and independent shops.
  • 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_69d8d38974308190a9174430ef256b73 completed April 10, 2026, 10:40 a.m.
NER Named-entity recognition batch_69e53b01331c8190bec3aba40358a843 completed April 19, 2026, 8:28 p.m.
NED1 Entity disambiguation (via context triple) batch_6a049aecd7988190aeaba90194c93f12 completed May 13, 2026, 3:38 p.m.
NEDg Description generation batch_6a049f08e2608190838c6f8dc09cfa0d completed May 13, 2026, 3:55 p.m.
NED2 Entity disambiguation (via description) batch_6a049f971c34819085b6a3acab8b3ef8 completed May 13, 2026, 3:58 p.m.
Created at: April 10, 2026, 11:43 a.m.