Triple

T3704335
Position Surface form Disambiguated ID Type / Status
Subject Elizabeth, South Australia E80853 entity
Predicate healthFacility P10262 FINISHED
Object Lyell McEwin Hospital (nearby in Elizabeth Vale)
Lyell McEwin Hospital is a major public teaching hospital in Adelaide’s northern suburbs, providing a wide range of acute and specialist health services to the surrounding community.
E382989 NE FINISHED

How this triple was built (5 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: Lyell McEwin Hospital (nearby in Elizabeth Vale) | Statement: [Elizabeth, South Australia, healthFacility, Lyell McEwin Hospital (nearby in Elizabeth Vale)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Lyell McEwin Hospital (nearby in Elizabeth Vale)
Context triple: [Elizabeth, South Australia, healthFacility, Lyell McEwin Hospital (nearby in Elizabeth Vale)]
  • A. Muswellbrook Hospital
    Muswellbrook Hospital is a public healthcare facility serving the medical needs of the Muswellbrook community and surrounding areas in New South Wales, Australia.
  • B. St Helier Hospital (nearby, serving Carshalton area)
    St Helier Hospital is a major NHS district general hospital in southwest London providing a wide range of acute and specialist healthcare services to Carshalton and surrounding communities.
  • C. Deniliquin Hospital
    Deniliquin Hospital is a regional public healthcare facility serving the town of Deniliquin and surrounding communities in New South Wales, Australia.
  • D. Cessnock District Hospital
    Cessnock District Hospital is a public healthcare facility serving the medical needs of residents in and around Cessnock, 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: Lyell McEwin Hospital (nearby in Elizabeth Vale)
Triple: [Elizabeth, South Australia, healthFacility, Lyell McEwin Hospital (nearby in Elizabeth Vale)]
Generated description
Lyell McEwin Hospital is a major public teaching hospital in Adelaide’s northern suburbs, providing a wide range of acute and specialist health services to the surrounding community.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Lyell McEwin Hospital (nearby in Elizabeth Vale)
Target entity description: Lyell McEwin Hospital is a major public teaching hospital in Adelaide’s northern suburbs, providing a wide range of acute and specialist health services to the surrounding community.
  • A. Muswellbrook Hospital
    Muswellbrook Hospital is a public healthcare facility serving the medical needs of the Muswellbrook community and surrounding areas in New South Wales, Australia.
  • B. St Helier Hospital (nearby, serving Carshalton area)
    St Helier Hospital is a major NHS district general hospital in southwest London providing a wide range of acute and specialist healthcare services to Carshalton and surrounding communities.
  • C. Deniliquin Hospital
    Deniliquin Hospital is a regional public healthcare facility serving the town of Deniliquin and surrounding communities in New South Wales, Australia.
  • D. Cessnock District Hospital
    Cessnock District Hospital is a public healthcare facility serving the medical needs of residents in and around Cessnock, 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
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: healthFacility
Context triple: [Elizabeth, South Australia, healthFacility, Lyell McEwin Hospital (nearby in Elizabeth Vale)]
  • A. healthSystem
    Indicates a relationship where an entity functions as, belongs to, or is managed within a particular health care system or network.
  • B. hasMedicalCenter chosen
    Indicates that an entity possesses, hosts, or is associated with a medical center facility.
  • C. majorHospital
    Indicates that a hospital holds a primary or leading status within a healthcare system or region, typically due to its size, capacity, or range of services.
  • D. homeFacilityName
    Indicates the name of the primary facility or location that serves as the entity’s designated home base.
  • E. isPublicHospital
    Indicates that a hospital is owned, funded, or operated by a government or public authority rather than by private entities.
  • F. None of above.

Provenance (6 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_69ad8b1793888190a5f70e4b21dc05a1 completed March 8, 2026, 2:43 p.m.
NER Named-entity recognition batch_69adc54aaac88190b775dba2513b6d4a completed March 8, 2026, 6:51 p.m.
NED1 Entity disambiguation (via context triple) batch_69b4cdfada708190ba6ae04bad52bb2b completed March 14, 2026, 2:54 a.m.
NEDg Description generation batch_69b4d2be3be4819082c9627099b78e32 completed March 14, 2026, 3:15 a.m.
NED2 Entity disambiguation (via description) batch_69b4d395336881908a942dd408560a81 completed March 14, 2026, 3:18 a.m.
PD Predicate disambiguation batch_69adc041a8608190a2d543dab6d2ef6c completed March 8, 2026, 6:30 p.m.
Created at: March 8, 2026, 3:33 p.m.