Triple

T15007288
Position Surface form Disambiguated ID Type / Status
Subject Sydney Local Health District E377740 entity
Predicate manages P86 FINISHED
Object Sydney Dental Hospital
Sydney Dental Hospital is a major public oral health facility in Sydney, Australia, providing dental care services and clinical training within the state health system.
 E1134561 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: Sydney Dental Hospital | Statement: [Sydney Local Health District, manages, Sydney Dental Hospital]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Sydney Dental Hospital
Context triple: [Sydney Local Health District, manages, Sydney Dental 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. Darwin Private Hospital
    Darwin Private Hospital is a major private healthcare facility in the Darwin region of Australia, providing a range of specialist medical and surgical services.
  • C. Flinders Medical Centre
    Flinders Medical Centre is a major public teaching hospital and tertiary referral center located in Bedford Park, South Australia.
  • D. 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.
  • E. Balmain Hospital
    Balmain Hospital is a public healthcare facility in Sydney, Australia, providing a range of medical and community health services.
  • 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: Sydney Dental Hospital
Triple: [Sydney Local Health District, manages, Sydney Dental Hospital]
Generated description
Sydney Dental Hospital is a major public oral health facility in Sydney, Australia, providing dental care services and clinical training within the state health system.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Sydney Dental Hospital
Target entity description: Sydney Dental Hospital is a major public oral health facility in Sydney, Australia, providing dental care services and clinical training within the state health system.
  • 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. Darwin Private Hospital
    Darwin Private Hospital is a major private healthcare facility in the Darwin region of Australia, providing a range of specialist medical and surgical services.
  • C. Flinders Medical Centre
    Flinders Medical Centre is a major public teaching hospital and tertiary referral center located in Bedford Park, South Australia.
  • D. 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.
  • E. Balmain Hospital
    Balmain Hospital is a public healthcare facility in Sydney, Australia, providing a range of medical and community health services.
  • 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_69d85cd3a3c881908c71fc424d459c17 completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69ded73348d4819091d9e7f1b0fed822 completed April 15, 2026, 12:09 a.m.
NED1 Entity disambiguation (via context triple) batch_69fea5ae816c8190a36abb46bbdaad7b completed May 9, 2026, 3:10 a.m.
NEDg Description generation batch_69fea694090c8190a449725dcdd3a37b completed May 9, 2026, 3:14 a.m.
NED2 Entity disambiguation (via description) batch_69fea76e2ff8819099acea30c49bd5ed completed May 9, 2026, 3:18 a.m.
Created at: April 10, 2026, 2:55 a.m.