Triple

T3325582
Position Surface form Disambiguated ID Type / Status
Subject Financial Stability Review E69906 entity
Predicate hasSection P35 FINISHED
Object 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.
E348610 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: The Australian Financial System | Statement: [Financial Stability Review, hasSection, The Australian Financial System]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The Australian Financial System
Context triple: [Financial Stability Review, hasSection, The Australian Financial System]
  • A. Australia’s foreign exchange reserves
    Australia’s foreign exchange reserves are the country’s official holdings of foreign currencies and related assets, maintained to support financial stability, monetary policy, and confidence in the Australian dollar.
  • B. 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.
  • C. Reserve Bank of Australia
    The Reserve Bank of Australia is the country’s independent central bank responsible for setting monetary policy, issuing currency, and maintaining financial system stability.
  • D. 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.
  • E. ASEAN central banks network
    The ASEAN central banks network is a regional forum that brings together the central banks of Southeast Asian nations to coordinate monetary and financial cooperation.
  • 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: The Australian Financial System
Triple: [Financial Stability Review, hasSection, The Australian Financial System]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The Australian Financial System
Target entity description: 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.
  • A. Australia’s foreign exchange reserves
    Australia’s foreign exchange reserves are the country’s official holdings of foreign currencies and related assets, maintained to support financial stability, monetary policy, and confidence in the Australian dollar.
  • B. 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.
  • C. Reserve Bank of Australia
    The Reserve Bank of Australia is the country’s independent central bank responsible for setting monetary policy, issuing currency, and maintaining financial system stability.
  • D. 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.
  • E. ASEAN central banks network
    The ASEAN central banks network is a regional forum that brings together the central banks of Southeast Asian nations to coordinate monetary and financial cooperation.
  • 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_69ad85a1829881908942c14075644d0d completed March 8, 2026, 2:20 p.m.
NER Named-entity recognition batch_69adb16ca13c8190aea8caed8ccd9b88 completed March 8, 2026, 5:27 p.m.
NED1 Entity disambiguation (via context triple) batch_69b31a7b26248190b9bf159982d7d19e completed March 12, 2026, 7:56 p.m.
NEDg Description generation batch_69b31e4ca140819099de4546b0cb14d6 completed March 12, 2026, 8:13 p.m.
NED2 Entity disambiguation (via description) batch_69b31ec53b848190b56ca349f53ff447 completed March 12, 2026, 8:15 p.m.
Created at: March 8, 2026, 3:11 p.m.