Triple

T116304

Position	Surface form	Disambiguated ID	Type / Status
Subject	Parliament of New South Wales	`E2345`	entity
Predicate	hasSpeaker	`P981`	FINISHED
Object	Speaker of the New South Wales Legislative Assembly The Speaker of the New South Wales Legislative Assembly is the presiding officer responsible for maintaining order, overseeing debates, and representing the lower house of the New South Wales Parliament.	`E12779`	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: Speaker of the New South Wales Legislative Assembly | Statement: [Parliament of New South Wales, hasSpeaker, Speaker of the New South Wales Legislative Assembly]

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

Target entity: Speaker of the New South Wales Legislative Assembly
Context triple: [Parliament of New South Wales, hasSpeaker, Speaker of the New South Wales Legislative Assembly]

A. New South Wales Legislative Assembly
The New South Wales Legislative Assembly is the elected lower house of the Parliament of New South Wales, responsible for initiating legislation and representing the state's voters.
B. Premier of Queensland
The Premier of Queensland is the head of the state government in Queensland, Australia, responsible for leading the executive branch and setting policy direction.
C. New South Wales Legislative Council
The New South Wales Legislative Council is the upper house of the Parliament of New South Wales, responsible for reviewing legislation and representing the state's electorate through a system of proportional representation.
D. Parliament of New South Wales
The Parliament of New South Wales is the bicameral state legislature of New South Wales, Australia, comprising the Legislative Assembly and the Legislative Council.
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: Speaker of the New South Wales Legislative Assembly
Triple: [Parliament of New South Wales, hasSpeaker, Speaker of the New South Wales Legislative Assembly]

Generated description

The Speaker of the New South Wales Legislative Assembly is the presiding officer responsible for maintaining order, overseeing debates, and representing the lower house of the New South Wales Parliament.

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

Target entity: Speaker of the New South Wales Legislative Assembly
Target entity description: The Speaker of the New South Wales Legislative Assembly is the presiding officer responsible for maintaining order, overseeing debates, and representing the lower house of the New South Wales Parliament.

A. New South Wales Legislative Assembly
The New South Wales Legislative Assembly is the elected lower house of the Parliament of New South Wales, responsible for initiating legislation and representing the state's voters.
B. Premier of Queensland
The Premier of Queensland is the head of the state government in Queensland, Australia, responsible for leading the executive branch and setting policy direction.
C. New South Wales Legislative Council
The New South Wales Legislative Council is the upper house of the Parliament of New South Wales, responsible for reviewing legislation and representing the state's electorate through a system of proportional representation.
D. Parliament of New South Wales
The Parliament of New South Wales is the bicameral state legislature of New South Wales, Australia, comprising the Legislative Assembly and the Legislative Council.
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_69a2506c5428819085c28a8884790e29`	completed	Feb. 28, 2026, 2:18 a.m.
NER	Named-entity recognition	`batch_69a25711f6788190a22252ea3a3af394`	completed	Feb. 28, 2026, 2:46 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69a2917c62d8819080f6f8330efb76ed`	completed	Feb. 28, 2026, 6:55 a.m.
NEDg	Description generation	`batch_69a2929077a08190a22d3b003fa026a8`	completed	Feb. 28, 2026, 7 a.m.
NED2	Entity disambiguation (via description)	`batch_69a2948c9fb4819089c8ae184adc44d9`	completed	Feb. 28, 2026, 7:09 a.m.

Created at: Feb. 28, 2026, 2:24 a.m.