Triple

T185129
Position Surface form Disambiguated ID Type / Status
Subject Autoriteit Financiële Markten E3963 entity
Predicate cooperatesWith P435 FINISHED
Object European Securities and Markets Authority
The European Securities and Markets Authority (ESMA) is an independent EU authority that enhances investor protection and promotes stable, orderly financial markets by developing and enforcing securities regulation across member states.
E18818 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: European Securities and Markets Authority | Statement: [Autoriteit Financiële Markten, cooperatesWith, European Securities and Markets Authority]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: European Securities and Markets Authority
Context triple: [Autoriteit Financiële Markten, cooperatesWith, European Securities and Markets Authority]
  • A. Autoriteit Financiële Markten
    Autoriteit Financiële Markten is the Dutch financial markets authority responsible for supervising the conduct and transparency of financial institutions and markets in the Netherlands.
  • B. European Systemic Risk Board (before Brexit-related changes)
    The European Systemic Risk Board (before Brexit-related changes) was the EU-level body responsible for macroprudential oversight and monitoring of systemic risks to financial stability across the European Union.
  • C. European Union financial regulators
    European Union financial regulators are the network of EU-level and national authorities responsible for overseeing and enforcing financial laws, consumer protection, and market stability across the European Union’s financial system.
  • D. European Insurance and Occupational Pensions Authority
    The European Insurance and Occupational Pensions Authority is an EU regulatory agency responsible for overseeing and harmonizing insurance and occupational pension markets across member states to safeguard policyholders and beneficiaries.
  • E. European Stability Mechanism
    The European Stability Mechanism is an intergovernmental financial institution of eurozone countries that provides financial assistance to member states in economic or financial distress to safeguard stability in the monetary union.
  • 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: European Securities and Markets Authority
Triple: [Autoriteit Financiële Markten, cooperatesWith, European Securities and Markets Authority]
Generated description
The European Securities and Markets Authority (ESMA) is an independent EU authority that enhances investor protection and promotes stable, orderly financial markets by developing and enforcing securities regulation across member states.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: European Securities and Markets Authority
Target entity description: The European Securities and Markets Authority (ESMA) is an independent EU authority that enhances investor protection and promotes stable, orderly financial markets by developing and enforcing securities regulation across member states.
  • A. Autoriteit Financiële Markten
    Autoriteit Financiële Markten is the Dutch financial markets authority responsible for supervising the conduct and transparency of financial institutions and markets in the Netherlands.
  • B. European Systemic Risk Board (before Brexit-related changes)
    The European Systemic Risk Board (before Brexit-related changes) was the EU-level body responsible for macroprudential oversight and monitoring of systemic risks to financial stability across the European Union.
  • C. European Union financial regulators chosen
    European Union financial regulators are the network of EU-level and national authorities responsible for overseeing and enforcing financial laws, consumer protection, and market stability across the European Union’s financial system.
  • D. European Insurance and Occupational Pensions Authority
    The European Insurance and Occupational Pensions Authority is an EU regulatory agency responsible for overseeing and harmonizing insurance and occupational pension markets across member states to safeguard policyholders and beneficiaries.
  • E. European Stability Mechanism
    The European Stability Mechanism is an intergovernmental financial institution of eurozone countries that provides financial assistance to member states in economic or financial distress to safeguard stability in the monetary union.
  • 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_69a25497e2f08190a040f8c6e1842643 completed Feb. 28, 2026, 2:36 a.m.
NER Named-entity recognition batch_69a2592867108190b5d316c055575449 completed Feb. 28, 2026, 2:55 a.m.
NED1 Entity disambiguation (via context triple) batch_69a30285b0488190aaa9634bc9168c4c completed Feb. 28, 2026, 2:58 p.m.
NEDg Description generation batch_69a303db62348190a1939b9203f0ea0a completed Feb. 28, 2026, 3:03 p.m.
NED2 Entity disambiguation (via description) batch_69a30453546881908b46ee22696f618f completed Feb. 28, 2026, 3:05 p.m.
Created at: Feb. 28, 2026, 2:40 a.m.