Triple

T15006439
Position Surface form Disambiguated ID Type / Status
Subject Financial Services Reform Act 2001 E377722 entity
Predicate relatedTo P37 FINISHED
Object Wallis Inquiry into the Australian financial system
The Wallis Inquiry into the Australian financial system was a landmark 1990s review that reshaped Australia’s financial regulation framework and paved the way for major reforms to its financial services industry.
E1131911 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: Wallis Inquiry into the Australian financial system | Statement: [Financial Services Reform Act 2001, relatedTo, Wallis Inquiry into the Australian financial system]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Wallis Inquiry into the Australian financial system
Context triple: [Financial Services Reform Act 2001, relatedTo, Wallis Inquiry into the Australian financial system]
  • A. 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.
  • B. Walsh investigation
    The Walsh investigation was the independent counsel probe led by Lawrence E. Walsh that examined and prosecuted key figures involved in the Iran–Contra scandal during the late 1980s and early 1990s.
  • C. Barron Inquiry
    The Barron Inquiry was an official Irish investigation led by Justice Henry Barron into a series of Troubles-related bombings, including the 1974 Dublin and Monaghan attacks, examining their circumstances and possible collusion.
  • D. Popplewell Inquiry
    The Popplewell Inquiry was an official investigation led by Sir Oliver Popplewell into the causes and circumstances of the Bradford City stadium fire and wider safety standards at sports grounds in the UK.
  • E. Woodhead Commission
    The Woodhead Commission was a British committee established in 1938 to re-examine and propose alternatives to the partition plan for Mandatory Palestine.
  • 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: Wallis Inquiry into the Australian financial system
Triple: [Financial Services Reform Act 2001, relatedTo, Wallis Inquiry into the Australian financial system]
Generated description
The Wallis Inquiry into the Australian financial system was a landmark 1990s review that reshaped Australia’s financial regulation framework and paved the way for major reforms to its financial services industry.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Wallis Inquiry into the Australian financial system
Target entity description: The Wallis Inquiry into the Australian financial system was a landmark 1990s review that reshaped Australia’s financial regulation framework and paved the way for major reforms to its financial services industry.
  • A. 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.
  • B. Walsh investigation
    The Walsh investigation was the independent counsel probe led by Lawrence E. Walsh that examined and prosecuted key figures involved in the Iran–Contra scandal during the late 1980s and early 1990s.
  • C. Barron Inquiry
    The Barron Inquiry was an official Irish investigation led by Justice Henry Barron into a series of Troubles-related bombings, including the 1974 Dublin and Monaghan attacks, examining their circumstances and possible collusion.
  • D. Popplewell Inquiry
    The Popplewell Inquiry was an official investigation led by Sir Oliver Popplewell into the causes and circumstances of the Bradford City stadium fire and wider safety standards at sports grounds in the UK.
  • E. Woodhead Commission
    The Woodhead Commission was a British committee established in 1938 to re-examine and propose alternatives to the partition plan for Mandatory Palestine.
  • 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_69d85cd3a3c881908c71fc424d459c17 completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69ded7322b5c81909089cbbf816e1436 completed April 15, 2026, 12:09 a.m.
NED1 Entity disambiguation (via context triple) batch_69fe96a35acc8190a85f2ce32800ce1b completed May 9, 2026, 2:06 a.m.
NEDg Description generation batch_69fe98917abc81908998205b4ecf201f completed May 9, 2026, 2:14 a.m.
NED2 Entity disambiguation (via description) batch_69fe997c744481909bd3c66c3dd68f19 completed May 9, 2026, 2:18 a.m.
Created at: April 10, 2026, 2:54 a.m.