Triple

T14155516
Position Surface form Disambiguated ID Type / Status
Subject HealthShare NSW E350804 entity
Predicate client P27 FINISHED
Object NSW Local Health Districts
NSW Local Health Districts are regional public health organizations in New South Wales responsible for delivering hospital and community health services to their local populations.
 E1083986 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: NSW Local Health Districts | Statement: [HealthShare NSW, client, NSW Local Health Districts]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: NSW Local Health Districts
Context triple: [HealthShare NSW, client, NSW Local Health Districts]
  • A. Northern NSW Local Health District
    Northern NSW Local Health District is a regional public health organization in New South Wales, Australia, responsible for managing hospitals and health services across the state's northern areas.
  • B. Southern NSW Local Health District
    Southern NSW Local Health District is a regional public health authority in New South Wales, Australia, responsible for managing hospitals and healthcare services across the state's southern areas.
  • C. 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.
  • D. Central Coast Local Health District
    Central Coast Local Health District is a New South Wales public health organisation responsible for delivering hospital and community health services across the Central Coast region of Australia.
  • E. Illawarra Shoalhaven Local Health District
    Illawarra Shoalhaven Local Health District is a New South Wales public health network that oversees hospital and healthcare services for communities across the Illawarra and Shoalhaven regions, including major facilities such as Wollongong Hospital.
  • 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: NSW Local Health Districts
Triple: [HealthShare NSW, client, NSW Local Health Districts]
Generated description
NSW Local Health Districts are regional public health organizations in New South Wales responsible for delivering hospital and community health services to their local populations.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: NSW Local Health Districts
Target entity description: NSW Local Health Districts are regional public health organizations in New South Wales responsible for delivering hospital and community health services to their local populations.
  • A. Northern NSW Local Health District
    Northern NSW Local Health District is a regional public health organization in New South Wales, Australia, responsible for managing hospitals and health services across the state's northern areas.
  • B. Southern NSW Local Health District
    Southern NSW Local Health District is a regional public health authority in New South Wales, Australia, responsible for managing hospitals and healthcare services across the state's southern areas.
  • C. 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.
  • D. Central Coast Local Health District
    Central Coast Local Health District is a New South Wales public health organisation responsible for delivering hospital and community health services across the Central Coast region of Australia.
  • E. Illawarra Shoalhaven Local Health District
    Illawarra Shoalhaven Local Health District is a New South Wales public health network that oversees hospital and healthcare services for communities across the Illawarra and Shoalhaven regions, including major facilities such as Wollongong Hospital.
  • 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_69d8278775fc8190b0802d22ca2f495d completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de6135744c81909a43d659f5fe2895 completed April 14, 2026, 3:45 p.m.
NED1 Entity disambiguation (via context triple) batch_69fcf7ec6448819087e50aac964ec637 completed May 7, 2026, 8:37 p.m.
NEDg Description generation batch_69fd06d23af481909924b61260788f0b completed May 7, 2026, 9:40 p.m.
NED2 Entity disambiguation (via description) batch_69fd075f7a40819097de4bdbd3fad547 completed May 7, 2026, 9:42 p.m.
Created at: April 10, 2026, 12:58 a.m.