Triple

T3355727
Position Surface form Disambiguated ID Type / Status
Subject New South Wales Ministry of Health E70599 entity
Predicate governs P760 FINISHED
Object NSW public hospital system
The NSW public hospital system is the network of publicly funded hospitals and health services in New South Wales, Australia, providing accessible medical care to residents across the state.
E70599 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: NSW public hospital system | Statement: [New South Wales Ministry of Health, governs, NSW public hospital system]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: NSW public hospital system
Context triple: [New South Wales Ministry of Health, governs, NSW public hospital system]
  • A. Wollongong Hospital
    Wollongong Hospital is a major public teaching and referral hospital serving the Illawarra region of New South Wales, Australia.
  • B. Sydney Hospital
    Sydney Hospital is a historic public hospital in central Sydney, Australia, recognized as one of the country’s oldest medical institutions.
  • C. New South Wales Ministry of Health
    The New South Wales Ministry of Health is the state government department responsible for public health policy, hospital and healthcare services, and health system administration in New South Wales, Australia.
  • D. Gosford Hospital
    Gosford Hospital is a major public healthcare and teaching hospital serving the Central Coast region of New South Wales, Australia.
  • E. Wyong Hospital
    Wyong Hospital is a public healthcare facility on the New South Wales Central Coast, Australia, providing emergency, inpatient, and specialist medical services to the surrounding region.
  • 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: NSW public hospital system
Triple: [New South Wales Ministry of Health, governs, NSW public hospital system]
Generated description
The NSW public hospital system is the network of publicly funded hospitals and health services in New South Wales, Australia, providing accessible medical care to residents across the state.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: NSW public hospital system
Target entity description: The NSW public hospital system is the network of publicly funded hospitals and health services in New South Wales, Australia, providing accessible medical care to residents across the state.
  • A. Wollongong Hospital
    Wollongong Hospital is a major public teaching and referral hospital serving the Illawarra region of New South Wales, Australia.
  • B. Sydney Hospital
    Sydney Hospital is a historic public hospital in central Sydney, Australia, recognized as one of the country’s oldest medical institutions.
  • C. New South Wales Ministry of Health chosen
    The New South Wales Ministry of Health is the state government department responsible for public health policy, hospital and healthcare services, and health system administration in New South Wales, Australia.
  • D. Gosford Hospital
    Gosford Hospital is a major public healthcare and teaching hospital serving the Central Coast region of New South Wales, Australia.
  • E. Wyong Hospital
    Wyong Hospital is a public healthcare facility on the New South Wales Central Coast, Australia, providing emergency, inpatient, and specialist medical services to the surrounding region.
  • F. None of above.

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_69ad85a660c48190998489309a3b4869 completed March 8, 2026, 2:20 p.m.
NER Named-entity recognition batch_69adb2419a808190a54fc03eeec6e42d completed March 8, 2026, 5:30 p.m.
NED1 Entity disambiguation (via context triple) batch_69b3253b03e8819082a5bf5bd5c5d5cb completed March 12, 2026, 8:42 p.m.
NEDg Description generation batch_69b325ffdef081909b9665468f305336 completed March 12, 2026, 8:45 p.m.
NED2 Entity disambiguation (via description) batch_69b32714d57c8190a59619dfab19656f completed March 12, 2026, 8:50 p.m.
Created at: March 8, 2026, 3:13 p.m.