Triple

T13899435

Position	Surface form	Disambiguated ID	Type / Status
Subject	Queensland Department of Health	`E334179`	entity
Predicate	coordinatesWith	`P1140`	FINISHED
Object	Queensland Hospital and Health Services Queensland Hospital and Health Services is the network of public hospital and health service organizations responsible for delivering frontline healthcare across the state of Queensland, Australia.	`E334179`	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: Queensland Hospital and Health Services | Statement: [Queensland Department of Health, coordinatesWith, Queensland Hospital and Health Services]

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

Target entity: Queensland Hospital and Health Services
Context triple: [Queensland Department of Health, coordinatesWith, Queensland Hospital and Health Services]

A. Sunshine Coast Hospital and Health Service
Sunshine Coast Hospital and Health Service is a Queensland government health authority responsible for delivering public hospital and healthcare services across the Sunshine Coast and surrounding regions.
B. Sunshine Coast University Hospital
Sunshine Coast University Hospital is a major public tertiary teaching hospital on Queensland’s Sunshine Coast, providing advanced medical, surgical, and emergency services to the region.
C. Queensland Department of Health
The Queensland Department of Health is the state government agency responsible for overseeing public health services, hospitals, and health policy across Queensland, Australia.
D. Queensland Ambulance Service
The Queensland Ambulance Service is the state-wide emergency medical and pre-hospital care provider for Queensland, Australia, delivering paramedic services and patient transport.
E. Royal Brisbane and Women’s Hospital
Royal Brisbane and Women’s Hospital is a major public teaching and tertiary referral hospital in Brisbane, Queensland, known for providing comprehensive adult and women’s health services.
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: Queensland Hospital and Health Services
Triple: [Queensland Department of Health, coordinatesWith, Queensland Hospital and Health Services]

Generated description

Queensland Hospital and Health Services is the network of public hospital and health service organizations responsible for delivering frontline healthcare across the state of Queensland, Australia.

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

Target entity: Queensland Hospital and Health Services
Target entity description: Queensland Hospital and Health Services is the network of public hospital and health service organizations responsible for delivering frontline healthcare across the state of Queensland, Australia.

A. Sunshine Coast Hospital and Health Service
Sunshine Coast Hospital and Health Service is a Queensland government health authority responsible for delivering public hospital and healthcare services across the Sunshine Coast and surrounding regions.
B. Sunshine Coast University Hospital
Sunshine Coast University Hospital is a major public tertiary teaching hospital on Queensland’s Sunshine Coast, providing advanced medical, surgical, and emergency services to the region.
C. Queensland Department of Health chosen
The Queensland Department of Health is the state government agency responsible for overseeing public health services, hospitals, and health policy across Queensland, Australia.
D. Queensland Ambulance Service
The Queensland Ambulance Service is the state-wide emergency medical and pre-hospital care provider for Queensland, Australia, delivering paramedic services and patient transport.
E. Royal Brisbane and Women’s Hospital
Royal Brisbane and Women’s Hospital is a major public teaching and tertiary referral hospital in Brisbane, Queensland, known for providing comprehensive adult and women’s health services.
F. None of above.

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_69d81c5eaa9c819083b1ff8689179565`	completed	April 9, 2026, 9:38 p.m.
NER	Named-entity recognition	`batch_69de25d8897881908b770cdb565898d4`	completed	April 14, 2026, 11:32 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69f7c720b4988190aee1f1f09877212d`	completed	May 3, 2026, 10:07 p.m.
NEDg	Description generation	`batch_69f7c86a3640819081ed689bd271f909`	completed	May 3, 2026, 10:12 p.m.
NED2	Entity disambiguation (via description)	`batch_69f7c9b2930c8190983f2c55a0dd35f6`	completed	May 3, 2026, 10:18 p.m.

Created at: April 9, 2026, 10:15 p.m.