Triple

T13899297

Position	Surface form	Disambiguated ID	Type / Status
Subject	Cabinet of Queensland	`E334176`	entity
Predicate	hasTypeOfMinister	`P57119`	FINISHED
Object	Minister for Energy The Minister for Energy is a senior Queensland government official responsible for overseeing the state’s energy policy, regulation, and industry development within the Cabinet of Queensland.	`E1068334`	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 Energy | Statement: [Cabinet of Queensland, hasTypeOfMinister, Minister for Energy]

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

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

A. 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.
B. Administrator of the Federal Energy Office
The Administrator of the Federal Energy Office was the U.S. government official responsible for overseeing national energy policy and managing federal responses to energy crises in the early 1970s.
C. Commissioner for Infrastructure and Energy
The Commissioner for Infrastructure and Energy is a senior governmental or intergovernmental official responsible for overseeing policies, planning, and regulation in sectors such as transport, energy, and related infrastructure development.
D. Minister of Fuel and Power of the United Kingdom
The Minister of Fuel and Power of the United Kingdom was a former cabinet-level government post responsible for overseeing the nation’s energy resources, including coal, gas, and electricity, particularly during and after the Second World War.
E. Minister of Energy of Pakistan
The Minister of Energy of Pakistan is the federal cabinet official responsible for formulating and overseeing national energy policy, including the power and petroleum sectors.
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 Energy
Triple: [Cabinet of Queensland, hasTypeOfMinister, Minister for Energy]

Generated description

The Minister for Energy is a senior Queensland government official responsible for overseeing the state’s energy policy, regulation, and industry development within the Cabinet of Queensland.

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

Target entity: Minister for Energy
Target entity description: The Minister for Energy is a senior Queensland government official responsible for overseeing the state’s energy policy, regulation, and industry development within the Cabinet of Queensland.

A. 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.
B. Administrator of the Federal Energy Office
The Administrator of the Federal Energy Office was the U.S. government official responsible for overseeing national energy policy and managing federal responses to energy crises in the early 1970s.
C. Commissioner for Infrastructure and Energy
The Commissioner for Infrastructure and Energy is a senior governmental or intergovernmental official responsible for overseeing policies, planning, and regulation in sectors such as transport, energy, and related infrastructure development.
D. Minister of Fuel and Power of the United Kingdom
The Minister of Fuel and Power of the United Kingdom was a former cabinet-level government post responsible for overseeing the nation’s energy resources, including coal, gas, and electricity, particularly during and after the Second World War.
E. Minister of Energy of Pakistan
The Minister of Energy of Pakistan is the federal cabinet official responsible for formulating and overseeing national energy policy, including the power and petroleum sectors.
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.