Triple

T4343897
Position Surface form Disambiguated ID Type / Status
Subject Basel Committee on Banking Supervision E97852 entity
Predicate mainRegulatoryProduct P32982 FINISHED
Object Basel IV reforms
Basel IV reforms are a set of international banking regulations that significantly revise capital, leverage, and risk management standards to strengthen the resilience and comparability of banks worldwide.
E434156 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: Basel IV reforms | Statement: [Basel Committee on Banking Supervision, mainRegulatoryProduct, Basel IV reforms]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Basel IV reforms
Context triple: [Basel Committee on Banking Supervision, mainRegulatoryProduct, Basel IV reforms]
  • A. Banking Reform Act 2013
    The Banking Reform Act 2013 is a UK law that overhauled the banking sector after the financial crisis, notably introducing measures like ring-fencing retail banking from riskier investment activities to improve financial stability and consumer protection.
  • B. Basel Program
    The Basel Program was the foundational political platform adopted at the First Zionist Congress in 1897, outlining the movement’s goal of establishing a Jewish homeland in Palestine.
  • C. Solvency II Directive
    The Solvency II Directive is a European Union regulatory framework that sets risk-based capital, governance, and reporting requirements for insurance and reinsurance companies operating in the EU.
  • D. Single Supervisory Mechanism
    The Single Supervisory Mechanism is the European banking supervision framework under the European Central Bank that directly oversees significant banks in participating EU countries to ensure the safety and stability of the banking system.
  • E. European System of Financial Supervision
    The European System of Financial Supervision is the EU’s integrated framework of supervisory authorities and bodies designed to oversee the stability and proper functioning of the European financial system.
  • 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: Basel IV reforms
Triple: [Basel Committee on Banking Supervision, mainRegulatoryProduct, Basel IV reforms]
Generated description
Basel IV reforms are a set of international banking regulations that significantly revise capital, leverage, and risk management standards to strengthen the resilience and comparability of banks worldwide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Basel IV reforms
Target entity description: Basel IV reforms are a set of international banking regulations that significantly revise capital, leverage, and risk management standards to strengthen the resilience and comparability of banks worldwide.
  • A. Banking Reform Act 2013
    The Banking Reform Act 2013 is a UK law that overhauled the banking sector after the financial crisis, notably introducing measures like ring-fencing retail banking from riskier investment activities to improve financial stability and consumer protection.
  • B. Basel Program
    The Basel Program was the foundational political platform adopted at the First Zionist Congress in 1897, outlining the movement’s goal of establishing a Jewish homeland in Palestine.
  • C. Solvency II Directive
    The Solvency II Directive is a European Union regulatory framework that sets risk-based capital, governance, and reporting requirements for insurance and reinsurance companies operating in the EU.
  • D. Single Supervisory Mechanism
    The Single Supervisory Mechanism is the European banking supervision framework under the European Central Bank that directly oversees significant banks in participating EU countries to ensure the safety and stability of the banking system.
  • E. European System of Financial Supervision
    The European System of Financial Supervision is the EU’s integrated framework of supervisory authorities and bodies designed to oversee the stability and proper functioning of the European financial system.
  • 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_69b34548402c819085ab68b27c235a87 completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b3563eab24819088add9180af2ce3c completed March 13, 2026, 12:11 a.m.
NED1 Entity disambiguation (via context triple) batch_69b5dba5d2488190b23a0358ffc994fb completed March 14, 2026, 10:05 p.m.
NEDg Description generation batch_69b5dc3d81a08190b29b633009fab4ff completed March 14, 2026, 10:07 p.m.
NED2 Entity disambiguation (via description) batch_69b5e04f356c81909e3f6f2c865e0f99 completed March 14, 2026, 10:25 p.m.
Created at: March 12, 2026, 11:14 p.m.