Triple

T14885894
Position Surface form Disambiguated ID Type / Status
Subject Department of Health (Victoria) E350119 entity
Predicate oversees P46 FINISHED
Object Victorian ambulance and emergency health services
Victorian ambulance and emergency health services are the publicly funded pre-hospital care and emergency medical response systems that provide urgent treatment and transport for people across the state of Victoria, Australia.
E1125529 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: Victorian ambulance and emergency health services | Statement: [Department of Health (Victoria), oversees, Victorian ambulance and emergency health services]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Victorian ambulance and emergency health services
Context triple: [Department of Health (Victoria), oversees, Victorian ambulance and emergency health services]
  • A. NHS ambulance services in England
    NHS ambulance services in England are the regional, publicly funded emergency medical and patient transport providers that respond to 999 calls and support urgent and planned care across England.
  • B. Ambulance Control Centres
    Ambulance Control Centres are centralized facilities that manage emergency medical calls and coordinate the dispatch and deployment of ambulances and related resources.
  • C. Ambulance Service of New South Wales
    The Ambulance Service of New South Wales is the statutory emergency medical service responsible for providing pre-hospital care and patient transport across the Australian state of New South Wales.
  • D. Royal College of Emergency Medicine
    The Royal College of Emergency Medicine is the professional body in the United Kingdom responsible for setting standards, training, and accreditation for doctors specializing in emergency medicine.
  • E. Centre for Collaboration with Emergency Services
    The Centre for Collaboration with Emergency Services is a specialized unit within the Norwegian Institute of Public Health that focuses on coordinating and strengthening cooperation between public health authorities and emergency response organizations.
  • 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: Victorian ambulance and emergency health services
Triple: [Department of Health (Victoria), oversees, Victorian ambulance and emergency health services]
Generated description
Victorian ambulance and emergency health services are the publicly funded pre-hospital care and emergency medical response systems that provide urgent treatment and transport for people across the state of Victoria, Australia.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Victorian ambulance and emergency health services
Target entity description: Victorian ambulance and emergency health services are the publicly funded pre-hospital care and emergency medical response systems that provide urgent treatment and transport for people across the state of Victoria, Australia.
  • A. NHS ambulance services in England
    NHS ambulance services in England are the regional, publicly funded emergency medical and patient transport providers that respond to 999 calls and support urgent and planned care across England.
  • B. Ambulance Control Centres
    Ambulance Control Centres are centralized facilities that manage emergency medical calls and coordinate the dispatch and deployment of ambulances and related resources.
  • C. Ambulance Service of New South Wales
    The Ambulance Service of New South Wales is the statutory emergency medical service responsible for providing pre-hospital care and patient transport across the Australian state of New South Wales.
  • D. Royal College of Emergency Medicine
    The Royal College of Emergency Medicine is the professional body in the United Kingdom responsible for setting standards, training, and accreditation for doctors specializing in emergency medicine.
  • E. Centre for Collaboration with Emergency Services
    The Centre for Collaboration with Emergency Services is a specialized unit within the Norwegian Institute of Public Health that focuses on coordinating and strengthening cooperation between public health authorities and emergency response organizations.
  • 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_69d822ee4f408190b6ac3b2fa434f0df completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69ded5f5b1c88190815f3585770cb135 completed April 15, 2026, 12:04 a.m.
NED1 Entity disambiguation (via context triple) batch_69fe6b5d0a208190b2490c86b15a42db completed May 8, 2026, 11:01 p.m.
NEDg Description generation batch_69fe6c7cc6a481908b1b7e15cd7640a5 completed May 8, 2026, 11:06 p.m.
NED2 Entity disambiguation (via description) batch_69fe6e0950e481909c63e47bc98267bf completed May 8, 2026, 11:13 p.m.
Created at: April 10, 2026, 1:56 a.m.