Triple

T3712946
Position Surface form Disambiguated ID Type / Status
Subject Nhulunbuy E81457 entity
Predicate hasHealthFacility P10262 FINISHED
Object Nhulunbuy Regional Hospital
Nhulunbuy Regional Hospital is a public healthcare facility providing medical and emergency services to the community of Nhulunbuy and the surrounding East Arnhem region in Australia's Northern Territory.
 E382303 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: Nhulunbuy Regional Hospital | Statement: [Nhulunbuy, hasHealthFacility, Nhulunbuy Regional Hospital]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Nhulunbuy Regional Hospital
Context triple: [Nhulunbuy, hasHealthFacility, Nhulunbuy Regional Hospital]
  • A. Deniliquin Hospital
    Deniliquin Hospital is a regional public healthcare facility serving the town of Deniliquin and surrounding communities in New South Wales, Australia.
  • B. Mount Isa Hospital
    Mount Isa Hospital is a public healthcare facility serving as the primary hospital for the city of Mount Isa and surrounding communities in northwestern Queensland, Australia.
  • C. Wyong Hospital
    Wyong Hospital is a public healthcare facility on the New South Wales Central Coast, Australia, providing emergency, inpatient, and specialist medical services to the surrounding region.
  • D. Kandos Hospital
    Kandos Hospital is a local healthcare facility serving the medical needs of the Kandos community and surrounding region.
  • E. Mossman Hospital
    Mossman Hospital is a public healthcare facility serving the Mossman community and surrounding areas in Queensland, 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: Nhulunbuy Regional Hospital
Triple: [Nhulunbuy, hasHealthFacility, Nhulunbuy Regional Hospital]
Generated description
Nhulunbuy Regional Hospital is a public healthcare facility providing medical and emergency services to the community of Nhulunbuy and the surrounding East Arnhem region in Australia's Northern Territory.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Nhulunbuy Regional Hospital
Target entity description: Nhulunbuy Regional Hospital is a public healthcare facility providing medical and emergency services to the community of Nhulunbuy and the surrounding East Arnhem region in Australia's Northern Territory.
  • A. Deniliquin Hospital
    Deniliquin Hospital is a regional public healthcare facility serving the town of Deniliquin and surrounding communities in New South Wales, Australia.
  • B. Mount Isa Hospital
    Mount Isa Hospital is a public healthcare facility serving as the primary hospital for the city of Mount Isa and surrounding communities in northwestern Queensland, Australia.
  • C. Wyong Hospital
    Wyong Hospital is a public healthcare facility on the New South Wales Central Coast, Australia, providing emergency, inpatient, and specialist medical services to the surrounding region.
  • D. Kandos Hospital
    Kandos Hospital is a local healthcare facility serving the medical needs of the Kandos community and surrounding region.
  • E. Mossman Hospital
    Mossman Hospital is a public healthcare facility serving the Mossman community and surrounding areas in Queensland, 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_69ad8b1a81588190b3f27a5483bb610e completed March 8, 2026, 2:43 p.m.
NER Named-entity recognition batch_69adc9cbc5648190936f93868086167e completed March 8, 2026, 7:11 p.m.
NED1 Entity disambiguation (via context triple) batch_69b4ce0834288190b16cf49477dc2ed9 completed March 14, 2026, 2:55 a.m.
NEDg Description generation batch_69b4cfb49b748190a49435c46540f0c7 completed March 14, 2026, 3:02 a.m.
NED2 Entity disambiguation (via description) batch_69b4d06e34408190a0dc77b82e4fe308 completed March 14, 2026, 3:05 a.m.
Created at: March 8, 2026, 3:33 p.m.