Triple

T2174539
Position Surface form Disambiguated ID Type / Status
Subject European Employment Strategy E48496 entity
Predicate establishedBy P104 FINISHED
Object Amsterdam Treaty employment chapter
The Amsterdam Treaty employment chapter is a key section of the 1997 Amsterdam Treaty that strengthened the European Union’s role in promoting job creation and coordinated employment policies among member states.
E243153 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: Amsterdam Treaty employment chapter | Statement: [European Employment Strategy, establishedBy, Amsterdam Treaty employment chapter]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Amsterdam Treaty employment chapter
Context triple: [European Employment Strategy, establishedBy, Amsterdam Treaty employment chapter]
  • A. 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.
  • B. 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.
  • C. Statute of the European Ombudsman
    The Statute of the European Ombudsman is the legal framework adopted by the European Union that defines the Ombudsman’s mandate, powers, procedures, and relationship with EU institutions in handling complaints about maladministration.
  • D. Europol Convention
    The Europol Convention was the international agreement that originally established and governed the operations of the European Police Office before it was replaced by the current Europol framework under EU law.
  • E. Additional Protocol to the European Social Charter
    The Additional Protocol to the European Social Charter is a supplementary treaty that expands and strengthens the range of social and economic rights protected under the original European Social Charter.
  • 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: Amsterdam Treaty employment chapter
Triple: [European Employment Strategy, establishedBy, Amsterdam Treaty employment chapter]
Generated description
The Amsterdam Treaty employment chapter is a key section of the 1997 Amsterdam Treaty that strengthened the European Union’s role in promoting job creation and coordinated employment policies among member states.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Amsterdam Treaty employment chapter
Target entity description: The Amsterdam Treaty employment chapter is a key section of the 1997 Amsterdam Treaty that strengthened the European Union’s role in promoting job creation and coordinated employment policies among member states.
  • A. 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.
  • B. 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.
  • C. Statute of the European Ombudsman
    The Statute of the European Ombudsman is the legal framework adopted by the European Union that defines the Ombudsman’s mandate, powers, procedures, and relationship with EU institutions in handling complaints about maladministration.
  • D. Europol Convention
    The Europol Convention was the international agreement that originally established and governed the operations of the European Police Office before it was replaced by the current Europol framework under EU law.
  • E. Additional Protocol to the European Social Charter
    The Additional Protocol to the European Social Charter is a supplementary treaty that expands and strengthens the range of social and economic rights protected under the original European Social Charter.
  • 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_69a88aa3faa48190995b233af6525815 completed March 4, 2026, 7:40 p.m.
NER Named-entity recognition batch_69abbeccb2888190aa1fe1039e9dfbe2 completed March 7, 2026, 5:59 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae5d9c61448190930777bcf2028882 completed March 9, 2026, 5:41 a.m.
NEDg Description generation batch_69ae5e1ea6108190b22ead618d620613 completed March 9, 2026, 5:43 a.m.
NED2 Entity disambiguation (via description) batch_69ae5ea7909c8190a93d87a5d07b84d4 completed March 9, 2026, 5:46 a.m.
Created at: March 4, 2026, 7:45 p.m.