Triple

T14827421

Position	Surface form	Disambiguated ID	Type / Status
Subject	Australian Financial System	`E348610`	entity
Predicate	hasRegulatoryFramework	`P47143`	FINISHED
Object	Financial Sector (Collection of Data) Act 2001 The Financial Sector (Collection of Data) Act 2001 is an Australian law that empowers the collection and reporting of financial data from financial institutions to support prudential regulation and oversight of the financial system.	`E1122203`	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: Financial Sector (Collection of Data) Act 2001 | Statement: [Australian Financial System, hasRegulatoryFramework, Financial Sector (Collection of Data) Act 2001]

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

Target entity: Financial Sector (Collection of Data) Act 2001
Context triple: [Australian Financial System, hasRegulatoryFramework, Financial Sector (Collection of Data) Act 2001]

A. Financial Services Act 2010
The Financial Services Act 2010 is a UK law that strengthened financial regulation and consumer protection in the wake of the global financial crisis.
B. Financial Services Act 2013
The Financial Services Act 2013 is a key Malaysian law that modernizes and consolidates the regulation and supervision of the country’s financial sector, including banking, insurance, and payment systems.
C. Financial Services Act 2012
The Financial Services Act 2012 is a UK law that overhauled financial regulation after the 2008 crisis, creating new supervisory bodies and strengthening oversight of the financial system.
D. Financial Services Reform Act 2001
The Financial Services Reform Act 2001 is an Australian law that overhauled the regulation of financial services and markets by introducing a unified licensing, disclosure, and conduct framework for financial service providers.
E. Financial Services Act 2021
The Financial Services Act 2021 is a UK law that updates and refines the post-Brexit regulatory framework for financial services, including markets, prudential standards, and financial crime provisions.
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: Financial Sector (Collection of Data) Act 2001
Triple: [Australian Financial System, hasRegulatoryFramework, Financial Sector (Collection of Data) Act 2001]

Generated description

The Financial Sector (Collection of Data) Act 2001 is an Australian law that empowers the collection and reporting of financial data from financial institutions to support prudential regulation and oversight of the financial system.

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

Target entity: Financial Sector (Collection of Data) Act 2001
Target entity description: The Financial Sector (Collection of Data) Act 2001 is an Australian law that empowers the collection and reporting of financial data from financial institutions to support prudential regulation and oversight of the financial system.

A. Financial Services Act 2010
The Financial Services Act 2010 is a UK law that strengthened financial regulation and consumer protection in the wake of the global financial crisis.
B. Financial Services Act 2013
The Financial Services Act 2013 is a key Malaysian law that modernizes and consolidates the regulation and supervision of the country’s financial sector, including banking, insurance, and payment systems.
C. Financial Services Act 2012
The Financial Services Act 2012 is a UK law that overhauled financial regulation after the 2008 crisis, creating new supervisory bodies and strengthening oversight of the financial system.
D. Financial Services Reform Act 2001
The Financial Services Reform Act 2001 is an Australian law that overhauled the regulation of financial services and markets by introducing a unified licensing, disclosure, and conduct framework for financial service providers.
E. Financial Services Act 2021
The Financial Services Act 2021 is a UK law that updates and refines the post-Brexit regulatory framework for financial services, including markets, prudential standards, and financial crime provisions.
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_69d822eb8f588190bf53445e730a934f`	completed	April 9, 2026, 10:06 p.m.
NER	Named-entity recognition	`batch_69ded0737d4c8190a49bf6b013da208c`	completed	April 14, 2026, 11:40 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69fe38a16fd881909d246d8d1811a673`	completed	May 8, 2026, 7:25 p.m.
NEDg	Description generation	`batch_69fe502938dc8190892373403077cfdd`	completed	May 8, 2026, 9:05 p.m.
NED2	Entity disambiguation (via description)	`batch_69fe509a02c08190bd2171b16584cd64`	completed	May 8, 2026, 9:07 p.m.

Created at: April 10, 2026, 1:51 a.m.