Triple

T4694456
Position Surface form Disambiguated ID Type / Status
Subject European social model E104108 entity
Predicate isRelatedTo P37 FINISHED
Object European welfare state
The European welfare state is a social and economic system in many European countries characterized by extensive public provision of social security, healthcare, education, and income support aimed at reducing inequality and protecting citizens from market risks.
E104108 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 welfare state | Statement: [European social model, isRelatedTo, European welfare state]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: European welfare state
Context triple: [European social model, isRelatedTo, European welfare state]
  • A. European social model
    The European social model is a distinctive approach to organizing society and the economy that combines market capitalism with strong social protections, labor rights, and welfare policies aimed at promoting social cohesion and reducing inequality.
  • B. British welfare state
    The British welfare state is a system of social security, healthcare, and public services designed to provide universal support and reduce inequality, largely developed in the mid-20th century.
  • C. Nordic model
    The Nordic model is a socio-economic system characterized by comprehensive welfare states, high levels of taxation, strong labor protections, and a mixed-market economy aimed at combining economic efficiency with social equality.
  • D. European Solidarity
    European Solidarity is a pro-European, center-right political party in Ukraine led by former president Petro Poroshenko.
  • E. British world-system
    The British world-system refers to the global network of political, economic, and cultural power centered on the British Empire that structured international relations and trade from the nineteenth to the mid-twentieth century.
  • 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 welfare state
Triple: [European social model, isRelatedTo, European welfare state]
Generated description
The European welfare state is a social and economic system in many European countries characterized by extensive public provision of social security, healthcare, education, and income support aimed at reducing inequality and protecting citizens from market risks.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: European welfare state
Target entity description: The European welfare state is a social and economic system in many European countries characterized by extensive public provision of social security, healthcare, education, and income support aimed at reducing inequality and protecting citizens from market risks.
  • A. European social model chosen
    The European social model is a distinctive approach to organizing society and the economy that combines market capitalism with strong social protections, labor rights, and welfare policies aimed at promoting social cohesion and reducing inequality.
  • B. British welfare state
    The British welfare state is a system of social security, healthcare, and public services designed to provide universal support and reduce inequality, largely developed in the mid-20th century.
  • C. Nordic model
    The Nordic model is a socio-economic system characterized by comprehensive welfare states, high levels of taxation, strong labor protections, and a mixed-market economy aimed at combining economic efficiency with social equality.
  • D. European Solidarity
    European Solidarity is a pro-European, center-right political party in Ukraine led by former president Petro Poroshenko.
  • E. British world-system
    The British world-system refers to the global network of political, economic, and cultural power centered on the British Empire that structured international relations and trade from the nineteenth to the mid-twentieth century.
  • 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_69bd43df91f481908e9add1b617b60ef completed March 20, 2026, 12:55 p.m.
NER Named-entity recognition batch_69bd63aff42c8190a924029647b81909 completed March 20, 2026, 3:11 p.m.
NED1 Entity disambiguation (via context triple) batch_69be03c093ac8190869aab6abcfd571f completed March 21, 2026, 2:34 a.m.
NEDg Description generation batch_69be05dfdd9c819080f66ff27ff657b5 completed March 21, 2026, 2:43 a.m.
NED2 Entity disambiguation (via description) batch_69be063f4aa4819099c72d66f5f6c095 completed March 21, 2026, 2:45 a.m.
Created at: March 20, 2026, 1:17 p.m.