Triple

T4226504
Position Surface form Disambiguated ID Type / Status
Subject Dandenong, Victoria E94470 entity
Predicate hasHospital P105 FINISHED
Object 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.
 E423093 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: Dandenong Hospital | Statement: [Dandenong, Victoria, hasHospital, Dandenong Hospital]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Dandenong Hospital
Context triple: [Dandenong, Victoria, hasHospital, Dandenong Hospital]
  • A. 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.
  • B. Deniliquin Hospital
    Deniliquin Hospital is a regional public healthcare facility serving the town of Deniliquin and surrounding communities in New South Wales, Australia.
  • C. Royal Melbourne Hospital
    The Royal Melbourne Hospital is a major public teaching and research hospital in Melbourne, Australia, renowned for providing tertiary and quaternary care across a wide range of medical specialties.
  • D. Gosford Hospital
    Gosford Hospital is a major public healthcare and teaching hospital serving the Central Coast region of New South Wales, Australia.
  • E. Kandos Hospital
    Kandos Hospital is a local healthcare facility serving the medical needs of the Kandos community and surrounding 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: Dandenong Hospital
Triple: [Dandenong, Victoria, hasHospital, Dandenong Hospital]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Dandenong Hospital
Target entity description: 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.
  • A. 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.
  • B. Deniliquin Hospital
    Deniliquin Hospital is a regional public healthcare facility serving the town of Deniliquin and surrounding communities in New South Wales, Australia.
  • C. Royal Melbourne Hospital
    The Royal Melbourne Hospital is a major public teaching and research hospital in Melbourne, Australia, renowned for providing tertiary and quaternary care across a wide range of medical specialties.
  • D. Gosford Hospital
    Gosford Hospital is a major public healthcare and teaching hospital serving the Central Coast region of New South Wales, Australia.
  • E. Kandos Hospital
    Kandos Hospital is a local healthcare facility serving the medical needs of the Kandos community and surrounding 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_69b3453700a08190ae88792e3dc63207 completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b34e4ed34c819081d1479ce87cd78c completed March 12, 2026, 11:37 p.m.
NED1 Entity disambiguation (via context triple) batch_69b59647bd948190afc168ba1057a52f completed March 14, 2026, 5:09 p.m.
NEDg Description generation batch_69b5a42559b48190a2c257a85e30aaac completed March 14, 2026, 6:08 p.m.
NED2 Entity disambiguation (via description) batch_69b5a4b605788190a099cc14d4a53f8f completed March 14, 2026, 6:11 p.m.
Created at: March 12, 2026, 11:04 p.m.