Triple

T14346920
Position Surface form Disambiguated ID Type / Status
Subject Hornsby E355747 entity
Predicate hasFacility P105 FINISHED
Object Hornsby Ku-ring-gai Hospital
Hornsby Ku-ring-gai Hospital is a public teaching hospital in Sydney’s northern suburbs, providing a range of acute and specialist health services to the local community.
E1092717 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: Hornsby Ku-ring-gai Hospital | Statement: [Hornsby, hasFacility, Hornsby Ku-ring-gai Hospital]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hornsby Ku-ring-gai Hospital
Context triple: [Hornsby, hasFacility, Hornsby Ku-ring-gai Hospital]
  • A. Sydney Hospital
    Sydney Hospital is a historic public hospital in central Sydney, Australia, recognized as one of the country’s oldest medical institutions.
  • B. Maitland Private Hospital
    Maitland Private Hospital is a private healthcare facility located in the suburb of Metford in the Maitland region of New South Wales, Australia.
  • C. Wollongong Hospital
    Wollongong Hospital is a major public teaching and referral hospital serving the Illawarra 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. 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.
  • 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: Hornsby Ku-ring-gai Hospital
Triple: [Hornsby, hasFacility, Hornsby Ku-ring-gai Hospital]
Generated description
Hornsby Ku-ring-gai Hospital is a public teaching hospital in Sydney’s northern suburbs, providing a range of acute and specialist health services to the local community.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Hornsby Ku-ring-gai Hospital
Target entity description: Hornsby Ku-ring-gai Hospital is a public teaching hospital in Sydney’s northern suburbs, providing a range of acute and specialist health services to the local community.
  • A. Sydney Hospital
    Sydney Hospital is a historic public hospital in central Sydney, Australia, recognized as one of the country’s oldest medical institutions.
  • B. Maitland Private Hospital
    Maitland Private Hospital is a private healthcare facility located in the suburb of Metford in the Maitland region of New South Wales, Australia.
  • C. Wollongong Hospital
    Wollongong Hospital is a major public teaching and referral hospital serving the Illawarra 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. 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.
  • 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_69d82790a7e08190877e2d349b2e8d8e completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de8e8b81bc8190ace2a575faf55cc0 completed April 14, 2026, 6:59 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd46a12ad08190a2f0dc5890ed5ce9 completed May 8, 2026, 2:12 a.m.
NEDg Description generation batch_69fd4768edc881909a0c586b6d9568a3 completed May 8, 2026, 2:16 a.m.
NED2 Entity disambiguation (via description) batch_69fd47eb7db08190a68f60b255073d8d completed May 8, 2026, 2:18 a.m.
Created at: April 10, 2026, 1:14 a.m.