Triple

T14322921
Position Surface form Disambiguated ID Type / Status
Subject Gold Coast University Hospital E355135 entity
Predicate governingBody P46 FINISHED
Object Gold Coast Hospital and Health Service
Gold Coast Hospital and Health Service is a Queensland public health authority responsible for delivering and managing hospital and healthcare services across the Gold Coast region, including major facilities such as Gold Coast University Hospital.
 E1095909 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 Hospital and Health Service | Statement: [Gold Coast University Hospital, governingBody, Gold Coast Hospital and Health Service]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Gold Coast Hospital and Health Service
Context triple: [Gold Coast University Hospital, governingBody, Gold Coast Hospital and Health Service]
  • A. Gold Coast University Hospital
    Gold Coast University Hospital is a major public teaching and research hospital serving the Gold Coast region in Queensland, Australia.
  • B. Gold Coast Private Hospital
    Gold Coast Private Hospital is a major private healthcare facility on Queensland’s Gold Coast, offering a wide range of specialist medical and surgical services.
  • C. Sunshine Coast Hospital and Health Service
    Sunshine Coast Hospital and Health Service is a Queensland government health authority responsible for delivering public hospital and healthcare services across the Sunshine Coast and surrounding regions.
  • D. Sunshine Coast University Hospital
    Sunshine Coast University Hospital is a major public tertiary teaching hospital on Queensland’s Sunshine Coast, providing advanced medical, surgical, and emergency services to the region.
  • E. Proserpine Hospital
    Proserpine Hospital is a public healthcare facility serving the medical needs of the Proserpine community and surrounding region in Queensland, Australia.
  • 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 Hospital and Health Service
Triple: [Gold Coast University Hospital, governingBody, Gold Coast Hospital and Health Service]
Generated description
Gold Coast Hospital and Health Service is a Queensland public health authority responsible for delivering and managing hospital and healthcare services across the Gold Coast region, including major facilities such as Gold Coast University Hospital.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Gold Coast Hospital and Health Service
Target entity description: Gold Coast Hospital and Health Service is a Queensland public health authority responsible for delivering and managing hospital and healthcare services across the Gold Coast region, including major facilities such as Gold Coast University Hospital.
  • A. Gold Coast University Hospital
    Gold Coast University Hospital is a major public teaching and research hospital serving the Gold Coast region in Queensland, Australia.
  • B. Gold Coast Private Hospital
    Gold Coast Private Hospital is a major private healthcare facility on Queensland’s Gold Coast, offering a wide range of specialist medical and surgical services.
  • C. Sunshine Coast Hospital and Health Service
    Sunshine Coast Hospital and Health Service is a Queensland government health authority responsible for delivering public hospital and healthcare services across the Sunshine Coast and surrounding regions.
  • D. Sunshine Coast University Hospital
    Sunshine Coast University Hospital is a major public tertiary teaching hospital on Queensland’s Sunshine Coast, providing advanced medical, surgical, and emergency services to the region.
  • E. Proserpine Hospital
    Proserpine Hospital is a public healthcare facility serving the medical needs of the Proserpine community and surrounding region in Queensland, Australia.
  • 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_69d8278ed42c8190b9f882dcce611347 completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de883d1de88190a1e2bf2f1b692197 completed April 14, 2026, 6:32 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd4c394d288190bee966a4e4b3ec58 completed May 8, 2026, 2:36 a.m.
NEDg Description generation batch_69fd4e4bae188190a8d1c5b833d58cd8 completed May 8, 2026, 2:45 a.m.
NED2 Entity disambiguation (via description) batch_69fd4f5782b4819081d32dbef032ac61 completed May 8, 2026, 2:49 a.m.
Created at: April 10, 2026, 1:13 a.m.