Triple

T13899301

Position	Surface form	Disambiguated ID	Type / Status
Subject	Cabinet of Queensland	`E334176`	entity
Predicate	hasTypeOfMinister	`P57119`	FINISHED
Object	Minister for Resources The Minister for Resources is a senior Queensland government cabinet position responsible for overseeing the state’s mineral, energy, and related natural resource sectors and policies.	`E1068336`	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: Minister for Resources | Statement: [Cabinet of Queensland, hasTypeOfMinister, Minister for Resources]

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

Target entity: Minister for Resources
Context triple: [Cabinet of Queensland, hasTypeOfMinister, Minister for Resources]

A. Minister for Energy and Mining (South Australia)
The Minister for Energy and Mining (South Australia) is a senior state government portfolio responsible for overseeing South Australia’s energy policy, electricity and gas sectors, and mineral and petroleum resources.
B. Secretary for Mines
The Secretary for Mines was a former British government ministerial post responsible for overseeing the country's mining industry and related energy resources.
C. Minister of Natural Resources of Canada
The Minister of Natural Resources of Canada is the federal cabinet member responsible for overseeing the country’s natural resource policies, including energy, forests, minerals, and earth sciences.
D. Minister of Energy and Natural Resources
The Minister of Energy and Natural Resources is a senior Canadian Cabinet member responsible for federal policy and oversight related to energy development, natural resources management, and associated regulatory bodies.
E. Australian Minister for the Environment
The Australian Minister for the Environment is a senior government cabinet position responsible for national environmental policy, conservation, and protection of Australia’s natural and cultural heritage.
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: Minister for Resources
Triple: [Cabinet of Queensland, hasTypeOfMinister, Minister for Resources]

Generated description

The Minister for Resources is a senior Queensland government cabinet position responsible for overseeing the state’s mineral, energy, and related natural resource sectors and policies.

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

Target entity: Minister for Resources
Target entity description: The Minister for Resources is a senior Queensland government cabinet position responsible for overseeing the state’s mineral, energy, and related natural resource sectors and policies.

A. Minister for Energy and Mining (South Australia)
The Minister for Energy and Mining (South Australia) is a senior state government portfolio responsible for overseeing South Australia’s energy policy, electricity and gas sectors, and mineral and petroleum resources.
B. Secretary for Mines
The Secretary for Mines was a former British government ministerial post responsible for overseeing the country's mining industry and related energy resources.
C. Minister of Natural Resources of Canada
The Minister of Natural Resources of Canada is the federal cabinet member responsible for overseeing the country’s natural resource policies, including energy, forests, minerals, and earth sciences.
D. Minister of Energy and Natural Resources
The Minister of Energy and Natural Resources is a senior Canadian Cabinet member responsible for federal policy and oversight related to energy development, natural resources management, and associated regulatory bodies.
E. Australian Minister for the Environment
The Australian Minister for the Environment is a senior government cabinet position responsible for national environmental policy, conservation, and protection of Australia’s natural and cultural heritage.
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_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.