Triple

T3325791

Position	Surface form	Disambiguated ID	Type / Status
Subject	Department of Planning and Environment (NSW)	`E69910`	entity
Predicate	subordinateTo	`P258`	FINISHED
Object	Minister for Planning (New South Wales) The Minister for Planning (New South Wales) is a senior state government minister responsible for overseeing land-use planning, urban development, and environmental assessment across New South Wales.	`E348639`	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 Planning (New South Wales) | Statement: [Department of Planning and Environment (NSW), subordinateTo, Minister for Planning (New South Wales)]

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

Target entity: Minister for Planning (New South Wales)
Context triple: [Department of Planning and Environment (NSW), subordinateTo, Minister for Planning (New South Wales)]

A. NSW Treasurer
The NSW Treasurer is the senior government minister in New South Wales responsible for managing the state’s finances, including the budget, economic policy, and oversight of key public assets and agencies.
B. NSW Minister for Transport
The NSW Minister for Transport is the New South Wales government cabinet member responsible for overseeing the state’s transport systems, policies, and agencies.
C. Department of Planning and Environment (NSW)
The Department of Planning and Environment (NSW) is a New South Wales government agency responsible for land-use planning, environmental protection, and sustainable development policy across the state.
D. Premier of New South Wales
The Premier of New South Wales is the head of government of the Australian state of New South Wales, leading the executive branch and overseeing state administration and policy.
E. Government of New South Wales
The Government of New South Wales is the executive authority of the Australian state of New South Wales, responsible for administering state laws, public services, and policy through its Premier and various departments and agencies.
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 Planning (New South Wales)
Triple: [Department of Planning and Environment (NSW), subordinateTo, Minister for Planning (New South Wales)]

Generated description

The Minister for Planning (New South Wales) is a senior state government minister responsible for overseeing land-use planning, urban development, and environmental assessment across New South Wales.

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

Target entity: Minister for Planning (New South Wales)
Target entity description: The Minister for Planning (New South Wales) is a senior state government minister responsible for overseeing land-use planning, urban development, and environmental assessment across New South Wales.

A. NSW Treasurer
The NSW Treasurer is the senior government minister in New South Wales responsible for managing the state’s finances, including the budget, economic policy, and oversight of key public assets and agencies.
B. NSW Minister for Transport
The NSW Minister for Transport is the New South Wales government cabinet member responsible for overseeing the state’s transport systems, policies, and agencies.
C. Department of Planning and Environment (NSW)
The Department of Planning and Environment (NSW) is a New South Wales government agency responsible for land-use planning, environmental protection, and sustainable development policy across the state.
D. Premier of New South Wales
The Premier of New South Wales is the head of government of the Australian state of New South Wales, leading the executive branch and overseeing state administration and policy.
E. Government of New South Wales
The Government of New South Wales is the executive authority of the Australian state of New South Wales, responsible for administering state laws, public services, and policy through its Premier and various departments and agencies.
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_69ad85a1829881908942c14075644d0d`	completed	March 8, 2026, 2:20 p.m.
NER	Named-entity recognition	`batch_69adb16ca13c8190aea8caed8ccd9b88`	completed	March 8, 2026, 5:27 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69b31a7b26248190b9bf159982d7d19e`	completed	March 12, 2026, 7:56 p.m.
NEDg	Description generation	`batch_69b31e4ca140819099de4546b0cb14d6`	completed	March 12, 2026, 8:13 p.m.
NED2	Entity disambiguation (via description)	`batch_69b31ec53b848190b56ca349f53ff447`	completed	March 12, 2026, 8:15 p.m.

Created at: March 8, 2026, 3:12 p.m.