Triple

T3656229
Position Surface form Disambiguated ID Type / Status
Subject Corporations Act 2001 E77536 entity
Predicate amendedBy P1121 FINISHED
Object 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.
E377720 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: Corporate Law Economic Reform Program Act 1999 | Statement: [Corporations Act 2001, amendedBy, Corporate Law Economic Reform Program Act 1999]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Corporate Law Economic Reform Program Act 1999
Context triple: [Corporations Act 2001, amendedBy, Corporate Law Economic Reform Program Act 1999]
  • A. 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.
  • B. State-Owned Enterprises Act 1986
    The State-Owned Enterprises Act 1986 is a key New Zealand law that converted many government departments into commercially run state-owned enterprises while embedding protections for Māori interests consistent with the Treaty of Waitangi.
  • C. Enterprise and Regulatory Reform Act 2013
    The Enterprise and Regulatory Reform Act 2013 is a UK law that overhauled competition and employment regulation, reformed institutions like the Competition and Markets Authority, and aimed to reduce regulatory burdens on businesses.
  • D. Journal of Corporation Law
    The Journal of Corporation Law is a leading student-edited legal journal focusing on corporate and business law issues.
  • E. New York Business Corporation Law
    The New York Business Corporation Law is the primary body of state law governing the formation, operation, and dissolution of business corporations in New York.
  • 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: Corporate Law Economic Reform Program Act 1999
Triple: [Corporations Act 2001, amendedBy, Corporate Law Economic Reform Program Act 1999]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Corporate Law Economic Reform Program Act 1999
Target entity description: 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.
  • A. 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.
  • B. State-Owned Enterprises Act 1986
    The State-Owned Enterprises Act 1986 is a key New Zealand law that converted many government departments into commercially run state-owned enterprises while embedding protections for Māori interests consistent with the Treaty of Waitangi.
  • C. Enterprise and Regulatory Reform Act 2013
    The Enterprise and Regulatory Reform Act 2013 is a UK law that overhauled competition and employment regulation, reformed institutions like the Competition and Markets Authority, and aimed to reduce regulatory burdens on businesses.
  • D. Journal of Corporation Law
    The Journal of Corporation Law is a leading student-edited legal journal focusing on corporate and business law issues.
  • E. New York Business Corporation Law
    The New York Business Corporation Law is the primary body of state law governing the formation, operation, and dissolution of business corporations in New York.
  • 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_69ad85def5cc8190863dccf55a18bebb completed March 8, 2026, 2:21 p.m.
NER Named-entity recognition batch_69adc3bc2b408190a3a51f9cde5a03b5 completed March 8, 2026, 6:45 p.m.
NED1 Entity disambiguation (via context triple) batch_69b4883dc5408190a6e7e110acf03a15 completed March 13, 2026, 9:57 p.m.
NEDg Description generation batch_69b48b3c360c8190a9851b8f5f639bef completed March 13, 2026, 10:10 p.m.
NED2 Entity disambiguation (via description) batch_69b4af2032188190b29939d5dc19ccd1 completed March 14, 2026, 12:43 a.m.
Created at: March 8, 2026, 3:24 p.m.