Triple

T3179951

Position	Surface form	Disambiguated ID	Type / Status
Subject	Queensland Government	`E66558`	entity
Predicate	hasDepartment	`P35`	FINISHED
Object	Queensland Department of Environment and Science The Queensland Department of Environment and Science is a state government agency responsible for environmental protection, conservation, climate policy, and scientific research in Queensland, Australia.	`E334180`	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 Department of Environment and Science | Statement: [Queensland Government, hasDepartment, Queensland Department of Environment and Science]

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

Target entity: Queensland Department of Environment and Science
Context triple: [Queensland Government, hasDepartment, Queensland Department of Environment and Science]

A. Queensland Parks and Wildlife Service
Queensland Parks and Wildlife Service is a Queensland government agency responsible for managing and conserving the state’s national parks, forests, and protected natural areas.
B. Queensland Government
The Queensland Government is the executive authority responsible for governing the Australian state of Queensland, led by the Premier and supported by various departments and agencies.
C. Great Barrier Reef Marine Park Authority
The Great Barrier Reef Marine Park Authority is an Australian government agency responsible for protecting and managing the Great Barrier Reef Marine Park and its environmental, cultural, and economic values.
D. New South Wales Marine Parks Authority
The New South Wales Marine Parks Authority is a government body responsible for establishing, managing, and protecting marine parks and their ecosystems along the coast of New South Wales, Australia.
E. New South Wales National Parks and Wildlife Service
The New South Wales National Parks and Wildlife Service is a state government agency responsible for managing national parks, nature reserves, and conservation areas across 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: Queensland Department of Environment and Science
Triple: [Queensland Government, hasDepartment, Queensland Department of Environment and Science]

Generated description

The Queensland Department of Environment and Science is a state government agency responsible for environmental protection, conservation, climate policy, and scientific research in Queensland, Australia.

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

Target entity: Queensland Department of Environment and Science
Target entity description: The Queensland Department of Environment and Science is a state government agency responsible for environmental protection, conservation, climate policy, and scientific research in Queensland, Australia.

A. Queensland Parks and Wildlife Service
Queensland Parks and Wildlife Service is a Queensland government agency responsible for managing and conserving the state’s national parks, forests, and protected natural areas.
B. Queensland Government
The Queensland Government is the executive authority responsible for governing the Australian state of Queensland, led by the Premier and supported by various departments and agencies.
C. Great Barrier Reef Marine Park Authority
The Great Barrier Reef Marine Park Authority is an Australian government agency responsible for protecting and managing the Great Barrier Reef Marine Park and its environmental, cultural, and economic values.
D. New South Wales Marine Parks Authority
The New South Wales Marine Parks Authority is a government body responsible for establishing, managing, and protecting marine parks and their ecosystems along the coast of New South Wales, Australia.
E. New South Wales National Parks and Wildlife Service
The New South Wales National Parks and Wildlife Service is a state government agency responsible for managing national parks, nature reserves, and conservation areas across 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_69ad8586a34c8190944c63ec11a8de1a`	completed	March 8, 2026, 2:19 p.m.
NER	Named-entity recognition	`batch_69ada69f2d108190847922795e7b6687`	completed	March 8, 2026, 4:41 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69b235f92a708190b9c627aa43703dfb`	completed	March 12, 2026, 3:41 a.m.
NEDg	Description generation	`batch_69b2372a54a481908a4a954b8986aad7`	completed	March 12, 2026, 3:46 a.m.
NED2	Entity disambiguation (via description)	`batch_69b23806a3c8819096069982b3612730`	completed	March 12, 2026, 3:50 a.m.

Created at: March 8, 2026, 3:06 p.m.