Triple

T5512011

Position	Surface form	Disambiguated ID	Type / Status
Subject	New South Wales water management framework	`E144586`	entity
Predicate	overseenBy	`P86`	FINISHED
Object	NSW Minister for Water The NSW Minister for Water is the New South Wales government minister responsible for statewide water policy, regulation, and the sustainable management of water resources.	`E528440`	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: NSW Minister for Water | Statement: [New South Wales water management framework, overseenBy, NSW Minister for Water]

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

Target entity: NSW Minister for Water
Context triple: [New South Wales water management framework, overseenBy, NSW Minister for Water]

A. Minister for the Environment (New South Wales)
The Minister for the Environment (New South Wales) is a senior state government cabinet position responsible for overseeing environmental policy, conservation, and regulation in New South Wales, Australia.
B. Deputy Premier of New South Wales
The Deputy Premier of New South Wales is the second-highest-ranking government minister in the Australian state of New South Wales, acting as the deputy leader of the government and often holding a major portfolio.
C. 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.
D. 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.
E. Chief Secretary of New South Wales
The Chief Secretary of New South Wales was a senior ministerial position in the New South Wales government responsible for overseeing key administrative and internal affairs functions, particularly during the late 19th and early 20th centuries.
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: NSW Minister for Water
Triple: [New South Wales water management framework, overseenBy, NSW Minister for Water]

Generated description

The NSW Minister for Water is the New South Wales government minister responsible for statewide water policy, regulation, and the sustainable management of water resources.

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

Target entity: NSW Minister for Water
Target entity description: The NSW Minister for Water is the New South Wales government minister responsible for statewide water policy, regulation, and the sustainable management of water resources.

A. Minister for the Environment (New South Wales)
The Minister for the Environment (New South Wales) is a senior state government cabinet position responsible for overseeing environmental policy, conservation, and regulation in New South Wales, Australia.
B. Deputy Premier of New South Wales
The Deputy Premier of New South Wales is the second-highest-ranking government minister in the Australian state of New South Wales, acting as the deputy leader of the government and often holding a major portfolio.
C. 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.
D. 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.
E. Chief Secretary of New South Wales
The Chief Secretary of New South Wales was a senior ministerial position in the New South Wales government responsible for overseeing key administrative and internal affairs functions, particularly during the late 19th and early 20th centuries.
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_69c008f77ff88190b0cd50ca207295d1`	completed	March 22, 2026, 3:21 p.m.
NER	Named-entity recognition	`batch_69c01f581c5081909a8f6d4653edb125`	completed	March 22, 2026, 4:56 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69c027d192808190b1e80a6f3be44870`	completed	March 22, 2026, 5:33 p.m.
NEDg	Description generation	`batch_69c033dc91e08190888fb6e94027fbdb`	completed	March 22, 2026, 6:24 p.m.
NED2	Entity disambiguation (via description)	`batch_69c03460b21481908b78aa4bdc989d2c`	completed	March 22, 2026, 6:26 p.m.

Created at: March 22, 2026, 3:33 p.m.