Triple

T12002647
Position Surface form Disambiguated ID Type / Status
Subject Yolanda Díaz E285702 entity
Predicate notableWork P4 FINISHED
Object Spanish labour market reform of 2021–2022
The Spanish labour market reform of 2021–2022 was a major overhaul of Spain’s employment regulations aimed at reducing precarious temporary contracts, strengthening collective bargaining, and promoting stable, quality jobs.
 E959360 NE FINISHED

Named-entity recognition

Before disambiguation, gpt-5-mini classified whether the object phrase is a named entity — the step behind the object's NE type shown above.

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: Spanish labour market reform of 2021–2022 | Statement: [Yolanda Díaz, notableWork, Spanish labour market reform of 2021–2022]

Disambiguation candidates (2 decisions)

The exact options the model was shown at each disambiguation step, with the option it chose highlighted — the evidence behind this triple's disambiguated ids.

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Spanish labour market reform of 2021–2022
Context triple: [Yolanda Díaz, notableWork, Spanish labour market reform of 2021–2022]
  • A. Fourth Act for Modern Services on the Labour Market
    The Fourth Act for Modern Services on the Labour Market is a major German labor market reform law that restructured unemployment and social welfare benefits as part of the Hartz reforms in the early 2000s.
  • B. European Union institutions on labour and social policy
    European Union institutions on labour and social policy are the bodies and agencies of the EU responsible for developing, coordinating, and enforcing legislation and initiatives related to employment standards, workers’ rights, and social protection across member states.
  • C. Empirical analysis of the Mariel boatlift and its impact on Miami labor markets
    Empirical analysis of the Mariel boatlift and its impact on Miami labor markets is a landmark econometric study by David Card that examines how a sudden influx of Cuban immigrants affected wages and employment in Miami, challenging conventional views on immigration’s labor-market effects.
  • D. Sectoral Conferences of the Government of Spain and Autonomous Communities
    The Sectoral Conferences of the Government of Spain and Autonomous Communities are formal intergovernmental coordination bodies where the central government and Spain’s autonomous communities jointly discuss, negotiate, and agree on policies in specific areas such as health, education, and finance.
  • E. Frisch elasticity of labor supply
    The Frisch elasticity of labor supply is an economic measure that captures how responsive individuals’ labor supply is to changes in wages when their expected lifetime wealth is held constant.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Spanish labour market reform of 2021–2022
Target entity description: The Spanish labour market reform of 2021–2022 was a major overhaul of Spain’s employment regulations aimed at reducing precarious temporary contracts, strengthening collective bargaining, and promoting stable, quality jobs.
  • A. Fourth Act for Modern Services on the Labour Market
    The Fourth Act for Modern Services on the Labour Market is a major German labor market reform law that restructured unemployment and social welfare benefits as part of the Hartz reforms in the early 2000s.
  • B. European Union institutions on labour and social policy
    European Union institutions on labour and social policy are the bodies and agencies of the EU responsible for developing, coordinating, and enforcing legislation and initiatives related to employment standards, workers’ rights, and social protection across member states.
  • C. Empirical analysis of the Mariel boatlift and its impact on Miami labor markets
    Empirical analysis of the Mariel boatlift and its impact on Miami labor markets is a landmark econometric study by David Card that examines how a sudden influx of Cuban immigrants affected wages and employment in Miami, challenging conventional views on immigration’s labor-market effects.
  • D. Sectoral Conferences of the Government of Spain and Autonomous Communities
    The Sectoral Conferences of the Government of Spain and Autonomous Communities are formal intergovernmental coordination bodies where the central government and Spain’s autonomous communities jointly discuss, negotiate, and agree on policies in specific areas such as health, education, and finance.
  • E. Frisch elasticity of labor supply
    The Frisch elasticity of labor supply is an economic measure that captures how responsive individuals’ labor supply is to changes in wages when their expected lifetime wealth is held constant.
  • F. None of above. chosen

How the object was described

The object's one-sentence description was generated by prompting gpt-5.1 with the object name and this triple as context.

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: Spanish labour market reform of 2021–2022
Triple: [Yolanda Díaz, notableWork, Spanish labour market reform of 2021–2022]
Generated description
The Spanish labour market reform of 2021–2022 was a major overhaul of Spain’s employment regulations aimed at reducing precarious temporary contracts, strengthening collective bargaining, and promoting stable, quality jobs.

Provenance (5 batches)

Stage Batch ID Job type Status
creating batch_69d6ab45a368819084fce08bf0dc3705 elicitation completed
NER batch_69d903c36b248190b446b17def94885b ner completed
NED1 batch_69f48ae4733c81909956cc8d6bae343a ned_source_triple completed
NED2 batch_69f490dfe4e4819092d7494ba9b807db ned_description completed
NEDg batch_69f48df7790c8190a8e79466f032e86d nedg completed
Created at: April 8, 2026, 9:46 p.m.