Triple

T14155411

Position	Surface form	Disambiguated ID	Type / Status
Subject	Local Health Districts in New South Wales	`E350802`	entity
Predicate	excludes	`P3119`	FINISHED
Object	Specialty Health Networks in New South Wales Specialty Health Networks in New South Wales are statewide health service organizations that provide specialized clinical care and support across multiple local health districts within the state’s public health system.	`E1083983`	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: Specialty Health Networks in New South Wales | Statement: [Local Health Districts in New South Wales, excludes, Specialty Health Networks in New South Wales]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: Specialty Health Networks in New South Wales
Context triple: [Local Health Districts in New South Wales, excludes, Specialty Health Networks in New South Wales]

A. Local Health Districts in New South Wales
Local Health Districts in New South Wales are regionally based public health organizations responsible for delivering hospital and community health services across the Australian state of New South Wales.
B. New South Wales Ministry of Health
The New South Wales Ministry of Health is the state government department responsible for public health policy, hospital and healthcare services, and health system administration in New South Wales, Australia.
C. HealthShare NSW
HealthShare NSW is a statewide organization that provides shared corporate, clinical support, and supply chain services to public health agencies across New South Wales, Australia.
D. Top End Health Service
Top End Health Service is a regional public health authority in Australia's Northern Territory responsible for managing major hospitals and healthcare services in the Top End region.
E. 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.
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: Specialty Health Networks in New South Wales
Triple: [Local Health Districts in New South Wales, excludes, Specialty Health Networks in New South Wales]

Generated description

Specialty Health Networks in New South Wales are statewide health service organizations that provide specialized clinical care and support across multiple local health districts within the state’s public health system.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: Specialty Health Networks in New South Wales
Target entity description: Specialty Health Networks in New South Wales are statewide health service organizations that provide specialized clinical care and support across multiple local health districts within the state’s public health system.

A. Local Health Districts in New South Wales
Local Health Districts in New South Wales are regionally based public health organizations responsible for delivering hospital and community health services across the Australian state of New South Wales.
B. New South Wales Ministry of Health
The New South Wales Ministry of Health is the state government department responsible for public health policy, hospital and healthcare services, and health system administration in New South Wales, Australia.
C. HealthShare NSW
HealthShare NSW is a statewide organization that provides shared corporate, clinical support, and supply chain services to public health agencies across New South Wales, Australia.
D. Top End Health Service
Top End Health Service is a regional public health authority in Australia's Northern Territory responsible for managing major hospitals and healthcare services in the Top End region.
E. 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.
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.