Triple

T4448629
Position Surface form Disambiguated ID Type / Status
Subject Metford E96350 entity
Predicate hasHospital P105 FINISHED
Object Maitland Private Hospital
Maitland Private Hospital is a private healthcare facility located in the suburb of Metford in the Maitland region of New South Wales, Australia.
 E439054 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: Maitland Private Hospital | Statement: [Metford, hasHospital, Maitland Private Hospital]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Maitland Private Hospital
Context triple: [Metford, hasHospital, Maitland Private Hospital]
  • 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. Gosford Hospital
    Gosford Hospital is a major public healthcare and teaching hospital serving the Central Coast region of New South Wales, Australia.
  • C. Dandenong Hospital
    Dandenong Hospital is a major public healthcare facility in Melbourne’s southeastern suburb of Dandenong, providing a wide range of acute, emergency, and specialist medical services.
  • D. Sydney Hospital
    Sydney Hospital is a historic public hospital in central Sydney, Australia, recognized as one of the country’s oldest medical institutions.
  • E. St Vincent’s Hospital Melbourne
    St Vincent’s Hospital Melbourne is a major public teaching and research hospital in Melbourne, Australia, known for providing tertiary healthcare services and clinical training in partnership with the University of Melbourne.
  • 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: Maitland Private Hospital
Triple: [Metford, hasHospital, Maitland Private Hospital]
Generated description
Maitland Private Hospital is a private healthcare facility located in the suburb of Metford in the Maitland region of New South Wales, Australia.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Maitland Private Hospital
Target entity description: Maitland Private Hospital is a private healthcare facility located in the suburb of Metford in the Maitland region of New South Wales, 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. Gosford Hospital
    Gosford Hospital is a major public healthcare and teaching hospital serving the Central Coast region of New South Wales, Australia.
  • C. Dandenong Hospital
    Dandenong Hospital is a major public healthcare facility in Melbourne’s southeastern suburb of Dandenong, providing a wide range of acute, emergency, and specialist medical services.
  • D. Sydney Hospital
    Sydney Hospital is a historic public hospital in central Sydney, Australia, recognized as one of the country’s oldest medical institutions.
  • E. St Vincent’s Hospital Melbourne
    St Vincent’s Hospital Melbourne is a major public teaching and research hospital in Melbourne, Australia, known for providing tertiary healthcare services and clinical training in partnership with the University of Melbourne.
  • 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_69b345415ba481908df738e7174448ba completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b355d45b748190b09b7067fc6279b0 completed March 13, 2026, 12:09 a.m.
NED1 Entity disambiguation (via context triple) batch_69b613895488819083140ae9f0ddba5e completed March 15, 2026, 2:03 a.m.
NEDg Description generation batch_69b61464b0dc81909cab007115435b8b completed March 15, 2026, 2:07 a.m.
NED2 Entity disambiguation (via description) batch_69b6151440648190bf8c1c95e20caf13 completed March 15, 2026, 2:10 a.m.
Created at: March 12, 2026, 11:32 p.m.