Triple

T2649382
Position Surface form Disambiguated ID Type / Status
Subject Kempsey E53859 entity
Predicate hasHospital P105 FINISHED
Object Kempsey District Hospital
Kempsey District Hospital is a public healthcare facility serving the medical and emergency needs of the Kempsey community and surrounding Mid North Coast region of New South Wales, Australia.
 E286969 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: Kempsey District Hospital | Statement: [Kempsey, hasHospital, Kempsey District Hospital]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Kempsey District Hospital
Context triple: [Kempsey, hasHospital, Kempsey District 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. Dungog District Hospital
    Dungog District Hospital is a small public healthcare facility serving the medical needs of the Dungog community and surrounding rural areas in New South Wales, Australia.
  • C. 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.
  • D. Lismore Base Hospital
    Lismore Base Hospital is a major regional public hospital in Lismore, New South Wales, providing a wide range of acute and specialist healthcare services to the Northern Rivers community.
  • E. Muswellbrook Hospital
    Muswellbrook Hospital is a public healthcare facility serving the medical needs of the Muswellbrook community and surrounding areas in 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: Kempsey District Hospital
Triple: [Kempsey, hasHospital, Kempsey District Hospital]
Generated description
Kempsey District Hospital is a public healthcare facility serving the medical and emergency needs of the Kempsey community and surrounding Mid North Coast region of New South Wales, Australia.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Kempsey District Hospital
Target entity description: Kempsey District Hospital is a public healthcare facility serving the medical and emergency needs of the Kempsey community and surrounding Mid North Coast region of New South Wales, Australia.
  • 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. Dungog District Hospital
    Dungog District Hospital is a small public healthcare facility serving the medical needs of the Dungog community and surrounding rural areas in New South Wales, Australia.
  • C. 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.
  • D. Lismore Base Hospital
    Lismore Base Hospital is a major regional public hospital in Lismore, New South Wales, providing a wide range of acute and specialist healthcare services to the Northern Rivers community.
  • E. Muswellbrook Hospital
    Muswellbrook Hospital is a public healthcare facility serving the medical needs of the Muswellbrook community and surrounding areas in 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_69ab495e192081909c77b622e8e7e15a completed March 6, 2026, 9:38 p.m.
NER Named-entity recognition batch_69abd91ca1288190ba302b04bac4c153 completed March 7, 2026, 7:51 a.m.
NED1 Entity disambiguation (via context triple) batch_69af98cc2d9881908556b915a1870c02 completed March 10, 2026, 4:06 a.m.
NEDg Description generation batch_69af9a0966a88190b76c50ac801438e2 completed March 10, 2026, 4:11 a.m.
NED2 Entity disambiguation (via description) batch_69af9dfac8048190be715b844eedf064 completed March 10, 2026, 4:28 a.m.
Created at: March 6, 2026, 9:53 p.m.