Triple

T14214949

Position	Surface form	Disambiguated ID	Type / Status
Subject	Acts of Parliament of South Africa	`E352323`	entity
Predicate	notableExample	`P1503`	FINISHED
Object	Companies Act, 2008 The Companies Act, 2008 is South Africa’s primary corporate law statute that modernized and reformed the legal framework governing the incorporation, management, and regulation of companies in the country.	`E1086147`	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: Companies Act, 2008 | Statement: [Acts of Parliament of South Africa, notableExample, Companies Act, 2008]

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

Target entity: Companies Act, 2008
Context triple: [Acts of Parliament of South Africa, notableExample, Companies Act, 2008]

A. Companies Act, 2013
The Companies Act, 2013 is India’s primary corporate legislation that modernizes and regulates the incorporation, governance, and functioning of companies in the country.
B. Corporations Act 2001
The Corporations Act 2001 is Australia’s primary federal law governing companies, financial markets, and corporate regulation, including the powers and responsibilities of key regulators.
C. Companies Act of Singapore
The Companies Act of Singapore is the primary legislation governing the incorporation, regulation, and dissolution of companies in Singapore, setting out the rights and obligations of companies, directors, and shareholders.
D. Corporate Law Economic Reform Program Act 1999
The Corporate Law Economic Reform Program Act 1999 is an Australian statute that implemented major reforms to corporate regulation and governance as part of a broader program to modernize and streamline the country’s corporate law framework.
E. Enterprise Act 2002
The Enterprise Act 2002 is a major UK competition and consumer protection law that overhauled merger control, strengthened anti-cartel enforcement, and reformed insolvency and enterprise policy.
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: Companies Act, 2008
Triple: [Acts of Parliament of South Africa, notableExample, Companies Act, 2008]

Generated description

The Companies Act, 2008 is South Africa’s primary corporate law statute that modernized and reformed the legal framework governing the incorporation, management, and regulation of companies in the country.

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

Target entity: Companies Act, 2008
Target entity description: The Companies Act, 2008 is South Africa’s primary corporate law statute that modernized and reformed the legal framework governing the incorporation, management, and regulation of companies in the country.

A. Companies Act, 2013
The Companies Act, 2013 is India’s primary corporate legislation that modernizes and regulates the incorporation, governance, and functioning of companies in the country.
B. Corporations Act 2001
The Corporations Act 2001 is Australia’s primary federal law governing companies, financial markets, and corporate regulation, including the powers and responsibilities of key regulators.
C. Companies Act of Singapore
The Companies Act of Singapore is the primary legislation governing the incorporation, regulation, and dissolution of companies in Singapore, setting out the rights and obligations of companies, directors, and shareholders.
D. Corporate Law Economic Reform Program Act 1999
The Corporate Law Economic Reform Program Act 1999 is an Australian statute that implemented major reforms to corporate regulation and governance as part of a broader program to modernize and streamline the country’s corporate law framework.
E. Enterprise Act 2002
The Enterprise Act 2002 is a major UK competition and consumer protection law that overhauled merger control, strengthened anti-cartel enforcement, and reformed insolvency and enterprise policy.
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_69d8278a06e481908b5d6af0a8afe737`	completed	April 9, 2026, 10:26 p.m.
NER	Named-entity recognition	`batch_69de620f07bc81909212dcd1c91b5f95`	completed	April 14, 2026, 3:49 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69fd1959f3d481909c15730bbd6f4748`	completed	May 7, 2026, 10:59 p.m.
NEDg	Description generation	`batch_69fd1a88fd948190b5d78a4ca4acdb94`	completed	May 7, 2026, 11:04 p.m.
NED2	Entity disambiguation (via description)	`batch_69fd1b2ed7748190b3f787f1b64c8831`	completed	May 7, 2026, 11:07 p.m.

Created at: April 10, 2026, 1:06 a.m.