Triple

T3656128
Position Surface form Disambiguated ID Type / Status
Subject ASIC E77534 entity
Predicate issues P1557 FINISHED
Object Australian Financial Services Licences
Australian Financial Services Licences are regulatory authorisations that allow businesses to legally provide financial services and products to clients in Australia under defined conduct and compliance obligations.
E377715 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: Australian Financial Services Licences | Statement: [ASIC, issues, Australian Financial Services Licences]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Australian Financial Services Licences
Context triple: [ASIC, issues, Australian Financial Services Licences]
  • A. Australian Prudential Regulation Authority
    The Australian Prudential Regulation Authority is Australia’s independent financial regulator responsible for overseeing banks, credit unions, building societies, insurers, and most members of the superannuation industry to ensure their safety and stability.
  • B. Australian Securities and Investments Commission
    The Australian Securities and Investments Commission is Australia’s corporate, markets, financial services and consumer credit regulator, responsible for enforcing laws to protect investors and maintain fair and transparent financial markets.
  • C. Australian Securities and Investments Commission Act 2001
    The Australian Securities and Investments Commission Act 2001 is the federal law that establishes and governs Australia’s corporate, markets, financial services and consumer credit regulator, defining its powers, functions and regulatory framework.
  • D. The Australian Financial System
    The Australian Financial System is the network of institutions, markets, regulations, and payment systems that intermediates savings and investment and supports economic activity in Australia.
  • E. Australian Competition and Consumer Commission
    The Australian Competition and Consumer Commission is Australia’s national competition and consumer protection regulator, responsible for enforcing laws that promote fair trading, competition, and consumer rights.
  • 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: Australian Financial Services Licences
Triple: [ASIC, issues, Australian Financial Services Licences]
Generated description
Australian Financial Services Licences are regulatory authorisations that allow businesses to legally provide financial services and products to clients in Australia under defined conduct and compliance obligations.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Australian Financial Services Licences
Target entity description: Australian Financial Services Licences are regulatory authorisations that allow businesses to legally provide financial services and products to clients in Australia under defined conduct and compliance obligations.
  • A. Australian Prudential Regulation Authority
    The Australian Prudential Regulation Authority is Australia’s independent financial regulator responsible for overseeing banks, credit unions, building societies, insurers, and most members of the superannuation industry to ensure their safety and stability.
  • B. Australian Securities and Investments Commission
    The Australian Securities and Investments Commission is Australia’s corporate, markets, financial services and consumer credit regulator, responsible for enforcing laws to protect investors and maintain fair and transparent financial markets.
  • C. Australian Securities and Investments Commission Act 2001
    The Australian Securities and Investments Commission Act 2001 is the federal law that establishes and governs Australia’s corporate, markets, financial services and consumer credit regulator, defining its powers, functions and regulatory framework.
  • D. The Australian Financial System
    The Australian Financial System is the network of institutions, markets, regulations, and payment systems that intermediates savings and investment and supports economic activity in Australia.
  • E. Australian Competition and Consumer Commission
    The Australian Competition and Consumer Commission is Australia’s national competition and consumer protection regulator, responsible for enforcing laws that promote fair trading, competition, and consumer rights.
  • 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.