Triple

T3351145
Position Surface form Disambiguated ID Type / Status
Subject Frits Bolkestein E70494 entity
Predicate notableWork P4 FINISHED
Object Bolkestein Directive
The Bolkestein Directive is a controversial European Union proposal aimed at liberalizing the internal market for services by reducing regulatory barriers between member states.
E351550 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: Bolkestein Directive | Statement: [Frits Bolkestein, notableWork, Bolkestein Directive]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Bolkestein Directive
Context triple: [Frits Bolkestein, notableWork, Bolkestein Directive]
  • A. Bolkestein
    Bolkestein is a Dutch surname most notably associated with Frits Bolkestein, a prominent Dutch politician and former European Commissioner.
  • B. Fischler reform
    The Fischler reform was a major early-2000s overhaul of the European Union’s Common Agricultural Policy that shifted support away from production-linked subsidies toward more market-oriented and environmentally focused payments.
  • C. Treaty on the Functioning of the European Union
    The Treaty on the Functioning of the European Union is one of the EU’s primary founding treaties, setting out its institutional framework, policy competences, and detailed rules governing the functioning of the Union’s internal market and other key areas.
  • D. Combined Nomenclature of the European Union
    The Combined Nomenclature of the European Union is the EU’s detailed tariff and statistical classification system for goods used in customs declarations and trade statistics.
  • E. Council Directive 2001/86/EC
    Council Directive 2001/86/EC is a European Union legal act that supplements the Statute for a European Company (Societas Europaea) by establishing rules on employee involvement in such companies.
  • 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: Bolkestein Directive
Triple: [Frits Bolkestein, notableWork, Bolkestein Directive]
Generated description
The Bolkestein Directive is a controversial European Union proposal aimed at liberalizing the internal market for services by reducing regulatory barriers between member states.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Bolkestein Directive
Target entity description: The Bolkestein Directive is a controversial European Union proposal aimed at liberalizing the internal market for services by reducing regulatory barriers between member states.
  • A. Bolkestein chosen
    Bolkestein is a Dutch surname most notably associated with Frits Bolkestein, a prominent Dutch politician and former European Commissioner.
  • B. Fischler reform
    The Fischler reform was a major early-2000s overhaul of the European Union’s Common Agricultural Policy that shifted support away from production-linked subsidies toward more market-oriented and environmentally focused payments.
  • C. Treaty on the Functioning of the European Union
    The Treaty on the Functioning of the European Union is one of the EU’s primary founding treaties, setting out its institutional framework, policy competences, and detailed rules governing the functioning of the Union’s internal market and other key areas.
  • D. Combined Nomenclature of the European Union
    The Combined Nomenclature of the European Union is the EU’s detailed tariff and statistical classification system for goods used in customs declarations and trade statistics.
  • E. Council Directive 2001/86/EC
    Council Directive 2001/86/EC is a European Union legal act that supplements the Statute for a European Company (Societas Europaea) by establishing rules on employee involvement in such companies.
  • 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_69ad85a4ef7c8190a29e2bbd6fa454e4 completed March 8, 2026, 2:20 p.m.
NER Named-entity recognition batch_69adb220721c81909eb4d8d35c923927 completed March 8, 2026, 5:30 p.m.
NED1 Entity disambiguation (via context triple) batch_69b33429da9c8190bb1b62b0130e3d03 completed March 12, 2026, 9:46 p.m.
NEDg Description generation batch_69b334e5171c8190a01bb6fef5644825 completed March 12, 2026, 9:49 p.m.
NED2 Entity disambiguation (via description) batch_69b3390c50b08190b6239b5f0d1eb4ba completed March 12, 2026, 10:07 p.m.
Created at: March 8, 2026, 3:12 p.m.