Triple

T3403415
Position Surface form Disambiguated ID Type / Status
Subject Southport E71710 entity
Predicate hasHealthcareFacility P12416 FINISHED
Object Gold Coast University Hospital
Gold Coast University Hospital is a major public teaching and research hospital serving the Gold Coast region in Queensland, Australia.
 E355135 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: Gold Coast University Hospital | Statement: [Southport, hasHealthcareFacility, Gold Coast University Hospital]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Gold Coast University Hospital
Context triple: [Southport, hasHealthcareFacility, Gold Coast University Hospital]
  • A. Gosford Hospital
    Gosford Hospital is a major public healthcare and teaching hospital serving the Central Coast region of New South Wales, Australia.
  • B. Wollongong Hospital
    Wollongong Hospital is a major public teaching and referral hospital serving the Illawarra region of New South Wales, Australia.
  • C. Sydney Hospital
    Sydney Hospital is a historic public hospital in central Sydney, Australia, recognized as one of the country’s oldest medical institutions.
  • D. Royal Women’s Hospital
    The Royal Women’s Hospital is a major specialist public hospital in Melbourne, Australia, focused on women’s health, maternity, and newborn care.
  • E. Nambour General Hospital
    Nambour General Hospital is a major public healthcare facility in Nambour, Queensland, providing a wide range of medical and surgical services to the Sunshine Coast 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: Gold Coast University Hospital
Triple: [Southport, hasHealthcareFacility, Gold Coast University Hospital]
Generated description
Gold Coast University Hospital is a major public teaching and research hospital serving the Gold Coast region in Queensland, Australia.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Gold Coast University Hospital
Target entity description: Gold Coast University Hospital is a major public teaching and research hospital serving the Gold Coast region in Queensland, Australia.
  • A. Gosford Hospital
    Gosford Hospital is a major public healthcare and teaching hospital serving the Central Coast region of New South Wales, Australia.
  • B. Wollongong Hospital
    Wollongong Hospital is a major public teaching and referral hospital serving the Illawarra region of New South Wales, Australia.
  • C. Sydney Hospital
    Sydney Hospital is a historic public hospital in central Sydney, Australia, recognized as one of the country’s oldest medical institutions.
  • D. Royal Women’s Hospital
    The Royal Women’s Hospital is a major specialist public hospital in Melbourne, Australia, focused on women’s health, maternity, and newborn care.
  • E. Nambour General Hospital
    Nambour General Hospital is a major public healthcare facility in Nambour, Queensland, providing a wide range of medical and surgical services to the Sunshine Coast region.
  • 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_69ad85aac4808190a092c9cc8911f584 completed March 8, 2026, 2:20 p.m.
NER Named-entity recognition batch_69adb8e8ea848190b4ac167f1aba8ebd completed March 8, 2026, 5:59 p.m.
NED1 Entity disambiguation (via context triple) batch_69b34bd4d02881909c365e054148ae8c completed March 12, 2026, 11:27 p.m.
NEDg Description generation batch_69b34e486c3c81908e73c5b75baf119c completed March 12, 2026, 11:37 p.m.
NED2 Entity disambiguation (via description) batch_69b34fc420b08190baee678721b1b32c completed March 12, 2026, 11:44 p.m.
Created at: March 8, 2026, 3:14 p.m.