Triple

T14583792
Position Surface form Disambiguated ID Type / Status
Subject Berkeley Vale E342260 entity
Predicate hasHealthFacility P10262 FINISHED
Object Berkeley Vale Private Hospital
Berkeley Vale Private Hospital is a private healthcare facility in Berkeley Vale, New South Wales, providing surgical, medical, and rehabilitation services to the local community.
 E1108172 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: Berkeley Vale Private Hospital | Statement: [Berkeley Vale, hasHealthFacility, Berkeley Vale Private Hospital]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Berkeley Vale Private Hospital
Context triple: [Berkeley Vale, hasHealthFacility, Berkeley Vale Private Hospital]
  • A. 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.
  • B. Darwin Private Hospital
    Darwin Private Hospital is a major private healthcare facility in the Darwin region of Australia, providing a range of specialist medical and surgical services.
  • C. Daisy Hill Hospital
    Daisy Hill Hospital is a major acute care facility in Newry, Northern Ireland, providing a range of hospital services to the surrounding region.
  • D. 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.
  • E. Katherine Hospital
    Katherine Hospital is a regional public hospital serving the town of Katherine and surrounding communities in the Northern Territory of 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: Berkeley Vale Private Hospital
Triple: [Berkeley Vale, hasHealthFacility, Berkeley Vale Private Hospital]
Generated description
Berkeley Vale Private Hospital is a private healthcare facility in Berkeley Vale, New South Wales, providing surgical, medical, and rehabilitation services to the local community.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Berkeley Vale Private Hospital
Target entity description: Berkeley Vale Private Hospital is a private healthcare facility in Berkeley Vale, New South Wales, providing surgical, medical, and rehabilitation services to the local community.
  • A. 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.
  • B. Darwin Private Hospital
    Darwin Private Hospital is a major private healthcare facility in the Darwin region of Australia, providing a range of specialist medical and surgical services.
  • C. Daisy Hill Hospital
    Daisy Hill Hospital is a major acute care facility in Newry, Northern Ireland, providing a range of hospital services to the surrounding region.
  • D. 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.
  • E. Katherine Hospital
    Katherine Hospital is a regional public hospital serving the town of Katherine and surrounding communities in the Northern Territory of 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_69d822ddc0f081909cd8163c7de298cd completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69deb4209b988190ad2a7b2dead8ffed completed April 14, 2026, 9:39 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd94bbe6208190af9cd131c147e321 completed May 8, 2026, 7:46 a.m.
NEDg Description generation batch_69fd984e0e6c819089d967234c5245ee completed May 8, 2026, 8:01 a.m.
NED2 Entity disambiguation (via description) batch_69fd98cf0bcc81909dac826a32daaf04 completed May 8, 2026, 8:03 a.m.
Created at: April 10, 2026, 1:24 a.m.