Triple

T17792419
Position Surface form Disambiguated ID Type / Status
Subject Hamilton, Victoria, Australia E444197 entity
Predicate hasHospital P105 FINISHED
Object Western District Health Service
Western District Health Service is a regional public healthcare provider based in Hamilton, Victoria, delivering hospital and community health services to communities in western Victoria, Australia.
 E1287976 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: Western District Health Service | Statement: [Hamilton, Victoria, Australia, hasHospital, Western District Health Service]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Western District Health Service
Context triple: [Hamilton, Victoria, Australia, hasHospital, Western District Health Service]
  • A. Sydney Local Health District
    Sydney Local Health District is a public health authority in New South Wales responsible for managing hospitals and healthcare services in central and inner Sydney.
  • B. North District Hospital
    North District Hospital is a public hospital in Hong Kong that serves as a clinical teaching facility for the Chinese University of Hong Kong’s Faculty of Medicine.
  • C. Western Sydney Local Health District
    Western Sydney Local Health District is a major public health service network in New South Wales responsible for delivering hospital and community healthcare to residents in Western Sydney.
  • D. Heywood Hospital
    Heywood Hospital is a community healthcare facility serving the medical needs of residents in and around Gardner, Massachusetts.
  • E. 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.
  • 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: Western District Health Service
Triple: [Hamilton, Victoria, Australia, hasHospital, Western District Health Service]
Generated description
Western District Health Service is a regional public healthcare provider based in Hamilton, Victoria, delivering hospital and community health services to communities in western Victoria, Australia.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Western District Health Service
Target entity description: Western District Health Service is a regional public healthcare provider based in Hamilton, Victoria, delivering hospital and community health services to communities in western Victoria, Australia.
  • A. Sydney Local Health District
    Sydney Local Health District is a public health authority in New South Wales responsible for managing hospitals and healthcare services in central and inner Sydney.
  • B. North District Hospital
    North District Hospital is a public hospital in Hong Kong that serves as a clinical teaching facility for the Chinese University of Hong Kong’s Faculty of Medicine.
  • C. Western Sydney Local Health District
    Western Sydney Local Health District is a major public health service network in New South Wales responsible for delivering hospital and community healthcare to residents in Western Sydney.
  • D. Heywood Hospital
    Heywood Hospital is a community healthcare facility serving the medical needs of residents in and around Gardner, Massachusetts.
  • E. 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.
  • 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_69d8b9efe370819095cd219b143ae727 completed April 10, 2026, 8:50 a.m.
NER Named-entity recognition batch_69e4879859408190875835bd255e1185 completed April 19, 2026, 7:43 a.m.
NED1 Entity disambiguation (via context triple) batch_6a02f83ab48c81909e42e1ed75efed29 completed May 12, 2026, 9:51 a.m.
NEDg Description generation batch_6a02f9af5dd08190896786ca9f8eb69f completed May 12, 2026, 9:58 a.m.
NED2 Entity disambiguation (via description) batch_6a02fa28ac0881909d9d4273ea576273 completed May 12, 2026, 10 a.m.
Created at: April 10, 2026, 10:13 a.m.