Triple

T13899714
Position Surface form Disambiguated ID Type / Status
Subject Queensland Ambulance Service E334185 entity
Predicate collaboratesWith P37 FINISHED
Object Queensland public hospitals
Queensland public hospitals are government-funded healthcare facilities in the Australian state of Queensland that provide a wide range of medical, surgical, and emergency services to the public.
 E1069502 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: Queensland public hospitals | Statement: [Queensland Ambulance Service, collaboratesWith, Queensland public hospitals]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Queensland public hospitals
Context triple: [Queensland Ambulance Service, collaboratesWith, Queensland public hospitals]
  • A. 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.
  • B. 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.
  • C. Queensland Department of Health
    The Queensland Department of Health is the state government agency responsible for overseeing public health services, hospitals, and health policy across Queensland, Australia.
  • D. Royal Brisbane and Women’s Hospital
    Royal Brisbane and Women’s Hospital is a major public teaching and tertiary referral hospital in Brisbane, Queensland, known for providing comprehensive adult and women’s health services.
  • 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: Queensland public hospitals
Triple: [Queensland Ambulance Service, collaboratesWith, Queensland public hospitals]
Generated description
Queensland public hospitals are government-funded healthcare facilities in the Australian state of Queensland that provide a wide range of medical, surgical, and emergency services to the public.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Queensland public hospitals
Target entity description: Queensland public hospitals are government-funded healthcare facilities in the Australian state of Queensland that provide a wide range of medical, surgical, and emergency services to the public.
  • A. 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.
  • B. 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.
  • C. Queensland Department of Health
    The Queensland Department of Health is the state government agency responsible for overseeing public health services, hospitals, and health policy across Queensland, Australia.
  • D. Royal Brisbane and Women’s Hospital
    Royal Brisbane and Women’s Hospital is a major public teaching and tertiary referral hospital in Brisbane, Queensland, known for providing comprehensive adult and women’s health services.
  • 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_69d81c5eaa9c819083b1ff8689179565 completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de25d8897881908b770cdb565898d4 completed April 14, 2026, 11:32 a.m.
NED1 Entity disambiguation (via context triple) batch_69f7ce7419cc81909488871c16d6b356 completed May 3, 2026, 10:38 p.m.
NEDg Description generation batch_69f7cf0462688190a6fea6afc9f38c7c completed May 3, 2026, 10:41 p.m.
NED2 Entity disambiguation (via description) batch_69f7cfa34a448190affb5b86efc37cf4 completed May 3, 2026, 10:43 p.m.
Created at: April 9, 2026, 10:15 p.m.