Triple

T16313204

Position	Surface form	Disambiguated ID	Type / Status
Subject	Local Government Act 2009 (Queensland)	`E396108`	entity
Predicate	shortTitle	`P38`	FINISHED
Object	Local Government Act 2009 The Local Government Act 2009 is Queensland legislation that sets out the framework, powers, and responsibilities of local councils and governs how local government is conducted in the state.	`E1206506`	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: Local Government Act 2009 | Statement: [Local Government Act 2009 (Queensland), shortTitle, Local Government Act 2009]

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

Target entity: Local Government Act 2009
Context triple: [Local Government Act 2009 (Queensland), shortTitle, Local Government Act 2009]

A. Local Government Act 2002
The Local Government Act 2002 is a key New Zealand statute that sets out the powers, responsibilities, and governance framework for local authorities such as city and district councils.
B. Local Government Act 2003
The Local Government Act 2003 is a UK statute that modernised local authority finance and governance, including new borrowing powers, investment rules, and prudential financial management frameworks for councils.
C. Local Government Act 2001
The Local Government Act 2001 is an Irish statute that modernised and consolidated the legal framework for local authorities, defining their powers, structures, and governance arrangements.
D. Local Government Act 1999
The Local Government Act 1999 is a key piece of UK legislation that established the modern framework for local authority powers, duties, and governance, including the introduction of a general power of well-being for local councils.
E. Local Government Act 2000
The Local Government Act 2000 is a UK law that reformed the structure and decision-making of local authorities, introducing new executive arrangements such as elected mayors and cabinets to improve accountability and transparency.
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: Local Government Act 2009
Triple: [Local Government Act 2009 (Queensland), shortTitle, Local Government Act 2009]

Generated description

The Local Government Act 2009 is Queensland legislation that sets out the framework, powers, and responsibilities of local councils and governs how local government is conducted in the state.

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

Target entity: Local Government Act 2009
Target entity description: The Local Government Act 2009 is Queensland legislation that sets out the framework, powers, and responsibilities of local councils and governs how local government is conducted in the state.

A. Local Government Act 2002
The Local Government Act 2002 is a key New Zealand statute that sets out the powers, responsibilities, and governance framework for local authorities such as city and district councils.
B. Local Government Act 2003
The Local Government Act 2003 is a UK statute that modernised local authority finance and governance, including new borrowing powers, investment rules, and prudential financial management frameworks for councils.
C. Local Government Act 2001
The Local Government Act 2001 is an Irish statute that modernised and consolidated the legal framework for local authorities, defining their powers, structures, and governance arrangements.
D. Local Government Act 1999
The Local Government Act 1999 is a key piece of UK legislation that established the modern framework for local authority powers, duties, and governance, including the introduction of a general power of well-being for local councils.
E. Local Government Act 2000
The Local Government Act 2000 is a UK law that reformed the structure and decision-making of local authorities, introducing new executive arrangements such as elected mayors and cabinets to improve accountability and transparency.
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_69d87f23bb088190a16fbb91a1957ea5`	completed	April 10, 2026, 4:40 a.m.
NER	Named-entity recognition	`batch_69e288dc30f48190b508220429b66e92`	completed	April 17, 2026, 7:24 p.m.
NED1	Entity disambiguation (via context triple)	`batch_6a0026044a5881908773e286fb1a6e3e`	completed	May 10, 2026, 6:30 a.m.
NEDg	Description generation	`batch_6a0026c9b5c481908f60d2ebfb3f71d7`	completed	May 10, 2026, 6:33 a.m.
NED2	Entity disambiguation (via description)	`batch_6a00273dd8fc8190b84b8a96442781ee`	completed	May 10, 2026, 6:35 a.m.

Created at: April 10, 2026, 5:06 a.m.