Triple

T4644440
Position Surface form Disambiguated ID Type / Status
Subject Muswellbrook Hospital E101729 entity
Predicate partOf P40 FINISHED
Object health services network of New South Wales
The health services network of New South Wales is the statewide public healthcare system that coordinates hospitals, community health centers, and related medical services across New South Wales, Australia.
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: health services network of New South Wales | Statement: [Muswellbrook Hospital, partOf, health services network of New South Wales]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: health services network of New South Wales
Context triple: [Muswellbrook Hospital, partOf, health services network of New South Wales]
  • A. 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.
  • B. HealthShare NSW
    HealthShare NSW is a statewide organization that provides shared corporate, clinical support, and supply chain services to public health agencies across New South Wales, Australia.
  • C. Sydney Local Health District
    Sydney Local Health District is a public health authority in New South Wales responsible for managing hospitals and healthcare services in central and inner Sydney.
  • D. Ambulance Service of New South Wales
    The Ambulance Service of New South Wales is the statutory emergency medical service responsible for providing pre-hospital care and patient transport across the Australian state of New South Wales.
  • E. NSW Health Pathology
    NSW Health Pathology is the statewide public pathology and forensic medicine service for New South Wales, providing diagnostic testing, screening, and specialist laboratory services across the health system.
  • 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: health services network of New South Wales
Triple: [Muswellbrook Hospital, partOf, health services network of New South Wales]
Generated description
The health services network of New South Wales is the statewide public healthcare system that coordinates hospitals, community health centers, and related medical services across New South Wales, Australia.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: health services network of New South Wales
Target entity description: The health services network of New South Wales is the statewide public healthcare system that coordinates hospitals, community health centers, and related medical services across New South Wales, Australia.
  • A. 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.
  • B. HealthShare NSW
    HealthShare NSW is a statewide organization that provides shared corporate, clinical support, and supply chain services to public health agencies across New South Wales, Australia.
  • C. Sydney Local Health District
    Sydney Local Health District is a public health authority in New South Wales responsible for managing hospitals and healthcare services in central and inner Sydney.
  • D. Ambulance Service of New South Wales
    The Ambulance Service of New South Wales is the statutory emergency medical service responsible for providing pre-hospital care and patient transport across the Australian state of New South Wales.
  • E. NSW Health Pathology
    NSW Health Pathology is the statewide public pathology and forensic medicine service for New South Wales, providing diagnostic testing, screening, and specialist laboratory services across the health system.
  • 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_69bd43d3bc7c81908f81fcf380476b0f completed March 20, 2026, 12:55 p.m.
NER Named-entity recognition batch_69bd6236e5488190a0ed6991c65c0a74 completed March 20, 2026, 3:05 p.m.
NED1 Entity disambiguation (via context triple) batch_69bdfadc5dc081908d56a49895105efb completed March 21, 2026, 1:56 a.m.
NEDg Description generation batch_69bdfc6751988190917ec53a8e2e27ec completed March 21, 2026, 2:03 a.m.
NED2 Entity disambiguation (via description) batch_69be009e6c488190b18e1b2b4b34ecef completed March 21, 2026, 2:21 a.m.
Created at: March 20, 2026, 1:14 p.m.