Triple

T20852746
Position Surface form Disambiguated ID Type / Status
Subject European Market Infrastructure Regulation E513403 entity
Predicate wasAmendedBy P1121 FINISHED
Object EMIR Refit
EMIR Refit is a major update to the European derivatives regulatory framework that simplifies reporting obligations, recalibrates clearing and margin requirements, and aims to make the EMIR regime more proportionate and efficient for market participants.
E513403 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: EMIR Refit | Statement: [European Market Infrastructure Regulation, wasAmendedBy, EMIR Refit]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: EMIR Refit
Context triple: [European Market Infrastructure Regulation, wasAmendedBy, EMIR Refit]
  • A. 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.
  • B. Basel III framework
    The Basel III framework is a global set of banking regulations that strengthens bank capital requirements, introduces new liquidity and leverage standards, and aims to enhance the resilience of the financial system.
  • C. Capital Markets Union
    The Capital Markets Union is a European Union initiative aimed at creating a single, integrated capital market across member states to improve access to finance, diversify funding sources, and strengthen financial stability.
  • D. Basel accords
    The Basel Accords are a set of international banking regulations developed by the Basel Committee on Banking Supervision to strengthen bank capital requirements, risk management, and financial system stability worldwide.
  • E. European Market Infrastructure Regulation
    The European Market Infrastructure Regulation is an EU legislative framework that increases transparency and reduces systemic risk in over-the-counter derivatives and other financial markets through central clearing, reporting, and risk mitigation requirements.
  • 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: EMIR Refit
Triple: [European Market Infrastructure Regulation, wasAmendedBy, EMIR Refit]
Generated description
EMIR Refit is a major update to the European derivatives regulatory framework that simplifies reporting obligations, recalibrates clearing and margin requirements, and aims to make the EMIR regime more proportionate and efficient for market participants.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: EMIR Refit
Target entity description: EMIR Refit is a major update to the European derivatives regulatory framework that simplifies reporting obligations, recalibrates clearing and margin requirements, and aims to make the EMIR regime more proportionate and efficient for market participants.
  • A. 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.
  • B. Basel III framework
    The Basel III framework is a global set of banking regulations that strengthens bank capital requirements, introduces new liquidity and leverage standards, and aims to enhance the resilience of the financial system.
  • C. Capital Markets Union
    The Capital Markets Union is a European Union initiative aimed at creating a single, integrated capital market across member states to improve access to finance, diversify funding sources, and strengthen financial stability.
  • D. Basel accords
    The Basel Accords are a set of international banking regulations developed by the Basel Committee on Banking Supervision to strengthen bank capital requirements, risk management, and financial system stability worldwide.
  • E. European Market Infrastructure Regulation chosen
    The European Market Infrastructure Regulation is an EU legislative framework that increases transparency and reduces systemic risk in over-the-counter derivatives and other financial markets through central clearing, reporting, and risk mitigation requirements.
  • F. None of above.

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_69e0b4f4898081908209e58edb8f9c45 completed April 16, 2026, 10:07 a.m.
NER Named-entity recognition batch_69e6c3a4df5c8190aa0e7684ad6fc9f2 completed April 21, 2026, 12:24 a.m.
NED1 Entity disambiguation (via context triple) batch_6a090b0980f48190a2dc1cc29621bcd8 completed May 17, 2026, 12:25 a.m.
NEDg Description generation batch_6a090bf30e048190a2c81dece02c997d completed May 17, 2026, 12:29 a.m.
NED2 Entity disambiguation (via description) batch_6a090d0d52fc8190aed0a475f3424213 completed May 17, 2026, 12:34 a.m.
Created at: April 16, 2026, 12:44 p.m.