Triple

T14322886
Position Surface form Disambiguated ID Type / Status
Subject Gold Coast University Hospital E355135 entity
Predicate operator P179 FINISHED
Object Gold Coast Health
Gold Coast Health is the public health service provider responsible for delivering hospital and healthcare services to 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 Health | Statement: [Gold Coast University Hospital, operator, Gold Coast Health]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Gold Coast Health
Context triple: [Gold Coast University Hospital, operator, Gold Coast Health]
  • A. 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.
  • B. Gold Coast University Hospital
    Gold Coast University Hospital is a major public teaching and research hospital serving the Gold Coast region in Queensland, Australia.
  • 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. Reid Health
    Reid Health is a regional healthcare system and hospital network serving Richmond, Indiana and the surrounding communities with a range of medical services.
  • E. Gold Coast
    Gold Coast is a major coastal city in eastern Australia renowned for its surf beaches, high-rise skyline, and vibrant tourism and entertainment industry.
  • 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 Health
Triple: [Gold Coast University Hospital, operator, Gold Coast Health]
Generated description
Gold Coast Health is the public health service provider responsible for delivering hospital and healthcare services to the Gold Coast region in Queensland, Australia.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Gold Coast Health
Target entity description: Gold Coast Health is the public health service provider responsible for delivering hospital and healthcare services to the Gold Coast region in Queensland, Australia.
  • A. 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.
  • B. Gold Coast University Hospital chosen
    Gold Coast University Hospital is a major public teaching and research hospital serving the Gold Coast region in Queensland, Australia.
  • 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. Reid Health
    Reid Health is a regional healthcare system and hospital network serving Richmond, Indiana and the surrounding communities with a range of medical services.
  • E. Gold Coast
    Gold Coast is an affluent stretch of Fifth Avenue in New York City renowned for its luxury residences, historic mansions, and high-end prestige.
  • 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_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_69fd468e263c81909d7261bcfd949579 completed May 8, 2026, 2:12 a.m.
NEDg Description generation batch_69fd4811e2808190b559d8348079ae8f completed May 8, 2026, 2:18 a.m.
NED2 Entity disambiguation (via description) batch_69fd48d827488190b4a494d4da64ba51 completed May 8, 2026, 2:22 a.m.
Created at: April 10, 2026, 1:13 a.m.