Triple

T14617243
Position Surface form Disambiguated ID Type / Status
Subject Blacktown E343116 entity
Predicate hasHospital P105 FINISHED
Object Blacktown Hospital
Blacktown Hospital is a major public healthcare facility in Blacktown, New South Wales, Australia, providing a wide range of acute and specialist medical services to the surrounding community.
 E1110762 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: Blacktown Hospital | Statement: [Blacktown, hasHospital, Blacktown Hospital]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Blacktown Hospital
Context triple: [Blacktown, hasHospital, Blacktown 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. 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.
  • C. 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.
  • D. Leeton Hospital
    Leeton Hospital is a public healthcare facility serving the medical needs of residents in and around Leeton Shire in New South Wales, Australia.
  • E. Moorabbin Hospital
    Moorabbin Hospital is a public healthcare facility in the Melbourne suburb of Moorabbin, Victoria, Australia, providing a range of medical and surgical services to the local community.
  • 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: Blacktown Hospital
Triple: [Blacktown, hasHospital, Blacktown Hospital]
Generated description
Blacktown Hospital is a major public healthcare facility in Blacktown, New South Wales, Australia, providing a wide range of acute and specialist medical services to the surrounding community.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Blacktown Hospital
Target entity description: Blacktown Hospital is a major public healthcare facility in Blacktown, New South Wales, Australia, providing a wide range of acute and specialist medical services to the surrounding community.
  • 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. 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.
  • C. 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.
  • D. Leeton Hospital
    Leeton Hospital is a public healthcare facility serving the medical needs of residents in and around Leeton Shire in New South Wales, Australia.
  • E. Moorabbin Hospital
    Moorabbin Hospital is a public healthcare facility in the Melbourne suburb of Moorabbin, Victoria, Australia, providing a range of medical and surgical services to the local community.
  • 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_69d822dec68081908c2553145c4051dc completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69deb46439b88190a4affcc7ccedab6b completed April 14, 2026, 9:40 p.m.
NED1 Entity disambiguation (via context triple) batch_69fda924c7308190931c03fbac57b0bf completed May 8, 2026, 9:13 a.m.
NEDg Description generation batch_69fdb234bc1c8190a85c802dfcfa7909 completed May 8, 2026, 9:51 a.m.
NED2 Entity disambiguation (via description) batch_69fdb36bd50c8190a8af992fe4b12bb6 completed May 8, 2026, 9:57 a.m.
Created at: April 10, 2026, 1:25 a.m.