Triple

T3534248
Position Surface form Disambiguated ID Type / Status
Subject Wollongong Hospital E74731 entity
Predicate isOneOfLargestHospitalsIn P37248 FINISHED
Object 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.
E369591 NE FINISHED

How this triple was built (5 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: Illawarra Shoalhaven Local Health District | Statement: [Wollongong Hospital, isOneOfLargestHospitalsIn, Illawarra Shoalhaven Local Health District]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Illawarra Shoalhaven Local Health District
Context triple: [Wollongong Hospital, isOneOfLargestHospitalsIn, Illawarra Shoalhaven Local Health District]
  • A. Wingecarribee Shire
    Wingecarribee Shire is a local government area in the Southern Highlands region of New South Wales, Australia, known for its rural landscapes, historic towns, and cool-climate attractions.
  • B. Noosa Shire
    Noosa Shire is a local government area in Queensland, Australia, known for its coastal tourism hub Noosa Heads, national parks, and beaches on the northern end of the Sunshine Coast.
  • C. Wentworth Shire
    Wentworth Shire is a local government area in far south-western New South Wales, Australia, known for its rural communities and the historic river town of Wentworth at the junction of the Murray and Darling rivers.
  • D. Shoalhaven region
    The Shoalhaven region is a coastal area of New South Wales, Australia, known for its beaches, rivers, national parks, and tourism-focused towns.
  • E. Byron Shire
    Byron Shire is a coastal local government area in the Northern Rivers region of New South Wales, Australia, known for its alternative lifestyle communities, beaches, and the popular tourist town of Byron Bay.
  • 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: Illawarra Shoalhaven Local Health District
Triple: [Wollongong Hospital, isOneOfLargestHospitalsIn, Illawarra Shoalhaven Local Health District]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Illawarra Shoalhaven Local Health District
Target entity description: 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.
  • A. Wingecarribee Shire
    Wingecarribee Shire is a local government area in the Southern Highlands region of New South Wales, Australia, known for its rural landscapes, historic towns, and cool-climate attractions.
  • B. Noosa Shire
    Noosa Shire is a local government area in Queensland, Australia, known for its coastal tourism hub Noosa Heads, national parks, and beaches on the northern end of the Sunshine Coast.
  • C. Wentworth Shire
    Wentworth Shire is a local government area in far south-western New South Wales, Australia, known for its rural communities and the historic river town of Wentworth at the junction of the Murray and Darling rivers.
  • D. Shoalhaven region
    The Shoalhaven region is a coastal area of New South Wales, Australia, known for its beaches, rivers, national parks, and tourism-focused towns.
  • E. Byron Shire
    Byron Shire is a coastal local government area in the Northern Rivers region of New South Wales, Australia, known for its alternative lifestyle communities, beaches, and the popular tourist town of Byron Bay.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: isOneOfLargestHospitalsIn
Context triple: [Wollongong Hospital, isOneOfLargestHospitalsIn, Illawarra Shoalhaven Local Health District]
  • A. majorHospital chosen
    Indicates that a hospital holds a primary or leading status within a healthcare system or region, typically due to its size, capacity, or range of services.
  • B. servesAsPrimaryTeachingHospitalFor
    Indicates that one institution functions as the main clinical training and teaching site for another institution, typically a medical school or academic program.
  • C. hasHospitalType
    Indicates that a hospital is classified as belonging to a specific type or category (e.g., general, specialized, teaching).
  • D. isPublicHospital
    Indicates that a hospital is owned, funded, or operated by a government or public authority rather than by private entities.
  • E. isTeachingHospitalFor
    Indicates that one institution serves as a clinical training site or educational facility for another, typically a medical school or health education program.
  • F. None of above.

Provenance (6 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_69ad85d1a3948190931fd1ea1f49717b completed March 8, 2026, 2:21 p.m.
NER Named-entity recognition batch_69adbc9cff5c81909011f34c9bf28e11 completed March 8, 2026, 6:14 p.m.
NED1 Entity disambiguation (via context triple) batch_69b3bb87c3748190bce62e86fcdfa380 completed March 13, 2026, 7:23 a.m.
NEDg Description generation batch_69b3bc556d2881908867daf93b509d74 completed March 13, 2026, 7:27 a.m.
NED2 Entity disambiguation (via description) batch_69b3f5a60fa08190acbb7257b515369a completed March 13, 2026, 11:31 a.m.
PD Predicate disambiguation batch_69adae13ab808190a5d6ecdc7543445e completed March 8, 2026, 5:12 p.m.
Created at: March 8, 2026, 3:19 p.m.