Triple

T7198032
Position Surface form Disambiguated ID Type / Status
Subject Monash University Frankston Hospital teaching site E168664 entity
Predicate associatedWith P37 FINISHED
Object Frankston Hospital
Frankston Hospital is a major public healthcare facility in Frankston, Victoria, Australia, providing a wide range of acute and specialist medical services to the surrounding region.
 E648257 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: Frankston Hospital | Statement: [Monash University Frankston Hospital teaching site, associatedWith, Frankston Hospital]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Frankston Hospital
Context triple: [Monash University Frankston Hospital teaching site, associatedWith, Frankston Hospital]
  • A. 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.
  • B. Prince Albert Victoria Hospital
    Prince Albert Victoria Hospital is a major healthcare facility serving the medical needs of residents in and around Prince Albert, Saskatchewan.
  • C. 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.
  • D. 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.
  • E. Gosford Hospital
    Gosford Hospital is a major public healthcare and teaching hospital serving the Central Coast region of New South Wales, Australia.
  • 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: Frankston Hospital
Triple: [Monash University Frankston Hospital teaching site, associatedWith, Frankston Hospital]
Generated description
Frankston Hospital is a major public healthcare facility in Frankston, Victoria, Australia, providing a wide range of acute and specialist medical services to the surrounding region.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Frankston Hospital
Target entity description: Frankston Hospital is a major public healthcare facility in Frankston, Victoria, Australia, providing a wide range of acute and specialist medical services to the surrounding region.
  • A. 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.
  • B. Prince Albert Victoria Hospital
    Prince Albert Victoria Hospital is a major healthcare facility serving the medical needs of residents in and around Prince Albert, Saskatchewan.
  • C. 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.
  • D. 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.
  • E. Gosford Hospital
    Gosford Hospital is a major public healthcare and teaching hospital serving the Central Coast region of New South Wales, Australia.
  • 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_69c68a5376748190bb500f03df86e93e completed March 27, 2026, 1:46 p.m.
NER Named-entity recognition batch_69c6e92a5d288190955f703470e75bf3 completed March 27, 2026, 8:31 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7bfa6be648190950f682eaaeb1a18 completed March 28, 2026, 11:46 a.m.
NEDg Description generation batch_69c7c01e84388190858d34a6a047bf63 completed March 28, 2026, 11:48 a.m.
NED2 Entity disambiguation (via description) batch_69c7c0a9eb0c819080cda73d67e84fe9 completed March 28, 2026, 11:51 a.m.
Created at: March 27, 2026, 2:52 p.m.