Triple

T6822932
Position Surface form Disambiguated ID Type / Status
Subject Bismarck’s social insurance laws E156942 entity
Predicate partOf P40 FINISHED
Object Bismarckian welfare state model
The Bismarckian welfare state model is a social insurance system, originating in late 19th-century Germany, that provides earnings-related benefits funded primarily through compulsory contributions by employers and employees.
E156942 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: Bismarckian welfare state model | Statement: [Bismarck’s social insurance laws, partOf, Bismarckian welfare state model]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Bismarckian welfare state model
Context triple: [Bismarck’s social insurance laws, partOf, Bismarckian welfare state model]
  • A. 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.
  • B. 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.
  • C. 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.
  • D. Bismarck’s social insurance laws
    Bismarck’s social insurance laws were pioneering late-19th-century German welfare measures that introduced state-backed health, accident, and old-age insurance, laying the foundation for modern social security systems.
  • E. Genealogie der Sozialen Marktwirtschaft
    Genealogie der Sozialen Marktwirtschaft is a scholarly work by economist Alfred Müller-Armack that traces the intellectual and historical roots of Germany’s postwar social market economy model.
  • 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: Bismarckian welfare state model
Triple: [Bismarck’s social insurance laws, partOf, Bismarckian welfare state model]
Generated description
The Bismarckian welfare state model is a social insurance system, originating in late 19th-century Germany, that provides earnings-related benefits funded primarily through compulsory contributions by employers and employees.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Bismarckian welfare state model
Target entity description: The Bismarckian welfare state model is a social insurance system, originating in late 19th-century Germany, that provides earnings-related benefits funded primarily through compulsory contributions by employers and employees.
  • A. 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.
  • B. 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.
  • C. 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.
  • D. Bismarck’s social insurance laws chosen
    Bismarck’s social insurance laws were pioneering late-19th-century German welfare measures that introduced state-backed health, accident, and old-age insurance, laying the foundation for modern social security systems.
  • E. Genealogie der Sozialen Marktwirtschaft
    Genealogie der Sozialen Marktwirtschaft is a scholarly work by economist Alfred Müller-Armack that traces the intellectual and historical roots of Germany’s postwar social market economy model.
  • 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_69c688298a288190af3f285d57f76bbe completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6d57f69cc8190bbd08a8d447e616f completed March 27, 2026, 7:07 p.m.
NED1 Entity disambiguation (via context triple) batch_69c723ee0e94819095a678e1073869d5 completed March 28, 2026, 12:42 a.m.
NEDg Description generation batch_69c7254674008190972b4f8619b28776 completed March 28, 2026, 12:48 a.m.
NED2 Entity disambiguation (via description) batch_69c725be2ad881908e97017baabbd854 completed March 28, 2026, 12:50 a.m.
Created at: March 27, 2026, 2:17 p.m.