Triple

T5894186
Position Surface form Disambiguated ID Type / Status
Subject IORP II Directive E131062 entity
Predicate relatedTo P37 FINISHED
Object Capital Markets Union initiative
The Capital Markets Union initiative is a European Union project aimed at creating a single, integrated capital market across member states to improve access to finance, diversify funding sources, and strengthen financial stability.
E102295 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: Capital Markets Union initiative | Statement: [IORP II Directive, relatedTo, Capital Markets Union initiative]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Capital Markets Union initiative
Context triple: [IORP II Directive, relatedTo, Capital Markets Union initiative]
  • A. 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.
  • B. European Banking Union
    The European Banking Union is an EU-level framework designed to centralize banking supervision, resolution, and deposit protection to ensure financial stability and reduce risks in the euro area banking sector.
  • C. 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.
  • D. 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.
  • E. European Commission Directorate‑General for Financial Stability, Financial Services and Capital Markets Union
    The European Commission Directorate‑General for Financial Stability, Financial Services and Capital Markets Union (DG FISMA) is the EU body responsible for developing and implementing policies and regulations to ensure financial stability, integrate financial markets, and strengthen the Capital Markets Union across member states.
  • 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: Capital Markets Union initiative
Triple: [IORP II Directive, relatedTo, Capital Markets Union initiative]
Generated description
The Capital Markets Union initiative is a European Union project aimed at creating a single, integrated capital market across member states to improve access to finance, diversify funding sources, and strengthen financial stability.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Capital Markets Union initiative
Target entity description: The Capital Markets Union initiative is a European Union project aimed at creating a single, integrated capital market across member states to improve access to finance, diversify funding sources, and strengthen financial stability.
  • A. 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.
  • B. European Banking Union
    The European Banking Union is an EU-level framework designed to centralize banking supervision, resolution, and deposit protection to ensure financial stability and reduce risks in the euro area banking sector.
  • C. 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.
  • D. 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.
  • E. European Commission Directorate‑General for Financial Stability, Financial Services and Capital Markets Union chosen
    The European Commission Directorate‑General for Financial Stability, Financial Services and Capital Markets Union (DG FISMA) is the EU body responsible for developing and implementing policies and regulations to ensure financial stability, integrate financial markets, and strengthen the Capital Markets Union across member states.
  • 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_69c00857439c819095950754176aa58a completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c036f220dc8190ad553d33de4e2ecd completed March 22, 2026, 6:37 p.m.
NED1 Entity disambiguation (via context triple) batch_69c0b15146888190ab86eaf9e565ee28 completed March 23, 2026, 3:19 a.m.
NEDg Description generation batch_69c0b53ad6dc8190927653c470515963 completed March 23, 2026, 3:36 a.m.
NED2 Entity disambiguation (via description) batch_69c0b5de67208190b1dda9509767c2a7 completed March 23, 2026, 3:39 a.m.
Created at: March 22, 2026, 3:58 p.m.