Triple

T14078292
Position Surface form Disambiguated ID Type / Status
Subject Bankstown E338796 entity
Predicate hasHospital P105 FINISHED
Object Bankstown-Lidcombe Hospital
Bankstown-Lidcombe Hospital is a major public healthcare facility in Sydney’s south-west, providing a wide range of medical and surgical services to the Bankstown and Lidcombe communities.
E1077230 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: Bankstown-Lidcombe Hospital | Statement: [Bankstown, hasHospital, Bankstown-Lidcombe Hospital]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Bankstown-Lidcombe Hospital
Context triple: [Bankstown, hasHospital, Bankstown-Lidcombe Hospital]
  • A. Gladesville Hospital
    Gladesville Hospital is a historic former psychiatric hospital in Gladesville, Sydney, known for its 19th-century architecture and role in New South Wales’ mental health care history.
  • B. Muswellbrook Hospital
    Muswellbrook Hospital is a public healthcare facility serving the medical needs of the Muswellbrook community and surrounding areas in New South Wales, Australia.
  • C. Gosford Hospital
    Gosford Hospital is a major public healthcare and teaching hospital serving the Central Coast region of New South Wales, Australia.
  • D. Queanbeyan Hospital
    Queanbeyan Hospital is a public healthcare facility in Queanbeyan, New South Wales, providing medical and emergency services to the local and surrounding regional communities.
  • E. Wollongong Hospital
    Wollongong Hospital is a major public teaching and referral hospital serving the Illawarra region of New South Wales, Australia.
  • 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: Bankstown-Lidcombe Hospital
Triple: [Bankstown, hasHospital, Bankstown-Lidcombe Hospital]
Generated description
Bankstown-Lidcombe Hospital is a major public healthcare facility in Sydney’s south-west, providing a wide range of medical and surgical services to the Bankstown and Lidcombe communities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Bankstown-Lidcombe Hospital
Target entity description: Bankstown-Lidcombe Hospital is a major public healthcare facility in Sydney’s south-west, providing a wide range of medical and surgical services to the Bankstown and Lidcombe communities.
  • A. Gladesville Hospital
    Gladesville Hospital is a historic former psychiatric hospital in Gladesville, Sydney, known for its 19th-century architecture and role in New South Wales’ mental health care history.
  • B. Muswellbrook Hospital
    Muswellbrook Hospital is a public healthcare facility serving the medical needs of the Muswellbrook community and surrounding areas in New South Wales, Australia.
  • C. Gosford Hospital
    Gosford Hospital is a major public healthcare and teaching hospital serving the Central Coast region of New South Wales, Australia.
  • D. Queanbeyan Hospital
    Queanbeyan Hospital is a public healthcare facility in Queanbeyan, New South Wales, providing medical and emergency services to the local and surrounding regional communities.
  • E. Wollongong Hospital
    Wollongong Hospital is a major public teaching and referral hospital serving the Illawarra region of New South Wales, Australia.
  • 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_69d81c687b0c819087fd9ed4198403f8 completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de5c5e027881908f610f5bab7598d4 completed April 14, 2026, 3:25 p.m.
NED1 Entity disambiguation (via context triple) batch_69fcb670f51c819088e8d0137f8d3bb1 completed May 7, 2026, 3:57 p.m.
NEDg Description generation batch_69fcbef464248190881012d92777557c completed May 7, 2026, 4:33 p.m.
NED2 Entity disambiguation (via description) batch_69fcbfbae7608190a8d8cf0fa270df9d completed May 7, 2026, 4:37 p.m.
Created at: April 9, 2026, 10:21 p.m.