Triple

T12334332
Position Surface form Disambiguated ID Type / Status
Subject Biripi people E294042 entity
Predicate hasContemporaryOrganization P5390 FINISHED
Object Biripi Aboriginal Corporation Medical Centre
Biripi Aboriginal Corporation Medical Centre is an Aboriginal community-controlled health service that provides culturally appropriate medical and social support to the Biripi people and surrounding communities in New South Wales, Australia.
E978346 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: Biripi Aboriginal Corporation Medical Centre | Statement: [Biripi people, hasContemporaryOrganization, Biripi Aboriginal Corporation Medical Centre]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Biripi Aboriginal Corporation Medical Centre
Context triple: [Biripi people, hasContemporaryOrganization, Biripi Aboriginal Corporation Medical Centre]
  • A. 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.
  • B. Bamaga Hospital
    Bamaga Hospital is a small regional healthcare facility serving the remote community of Bamaga and surrounding areas in far north Queensland, 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. Mossman Hospital
    Mossman Hospital is a public healthcare facility serving the Mossman community and surrounding areas in Queensland, Australia.
  • E. Bellingen River District Hospital
    Bellingen River District Hospital is a small regional public hospital serving the healthcare needs of the Bellingen 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: Biripi Aboriginal Corporation Medical Centre
Triple: [Biripi people, hasContemporaryOrganization, Biripi Aboriginal Corporation Medical Centre]
Generated description
Biripi Aboriginal Corporation Medical Centre is an Aboriginal community-controlled health service that provides culturally appropriate medical and social support to the Biripi people and surrounding communities in New South Wales, Australia.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Biripi Aboriginal Corporation Medical Centre
Target entity description: Biripi Aboriginal Corporation Medical Centre is an Aboriginal community-controlled health service that provides culturally appropriate medical and social support to the Biripi people and surrounding communities in New South Wales, Australia.
  • A. 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.
  • B. Bamaga Hospital
    Bamaga Hospital is a small regional healthcare facility serving the remote community of Bamaga and surrounding areas in far north Queensland, 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. Mossman Hospital
    Mossman Hospital is a public healthcare facility serving the Mossman community and surrounding areas in Queensland, Australia.
  • E. Bellingen River District Hospital
    Bellingen River District Hospital is a small regional public hospital serving the healthcare needs of the Bellingen 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_69d6ab6ae0dc8190b1522a9c1c55c114 completed April 8, 2026, 7:24 p.m.
NER Named-entity recognition batch_69d93f64ad20819080d99e57833b4b51 completed April 10, 2026, 6:20 p.m.
NED1 Entity disambiguation (via context triple) batch_69f62aa367348190b3991f256586a331 completed May 2, 2026, 4:47 p.m.
NEDg Description generation batch_69f62d0377348190b7c227cad70286ac completed May 2, 2026, 4:57 p.m.
NED2 Entity disambiguation (via description) batch_69f62dc269e88190acce761f77d44654 completed May 2, 2026, 5 p.m.
Created at: April 8, 2026, 9:53 p.m.