Triple

T1361703
Position Surface form Disambiguated ID Type / Status
Subject Otto von Bismarck E29110 entity
Predicate notableWork P4 FINISHED
Object 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.
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: Bismarck’s social insurance laws | Statement: [Otto von Bismarck, notableWork, Bismarck’s social insurance laws]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Bismarck’s social insurance laws
Context triple: [Otto von Bismarck, notableWork, Bismarck’s social insurance laws]
  • A. National Insurance Act 1913
    The National Insurance Act 1913 was a British law that amended and extended the social insurance provisions introduced by the National Insurance Act 1911, refining the system of health and unemployment benefits for workers.
  • B. National Insurance Act 1911
    The National Insurance Act 1911 was a landmark British social welfare law that introduced compulsory health and unemployment insurance for many workers, laying foundations for the modern welfare state.
  • C. Law to Remedy the Distress of People and Reich
    The Law to Remedy the Distress of People and Reich, commonly known as the Enabling Act of 1933, was the Nazi German law that gave Adolf Hitler’s cabinet the power to enact laws without the involvement of the Reichstag, effectively establishing his dictatorship.
  • D. Young Plan
    The Young Plan was a 1929 agreement that restructured Germany’s World War I reparations by reducing the total amount owed and extending the payment period, aiming to stabilize the Weimar Republic’s economy.
  • E. Prussian Constitution of 1850
    The Prussian Constitution of 1850 was a 19th-century constitutional charter that established a constitutional monarchy in Prussia with a strong royal executive and a limited, class-weighted parliamentary system.
  • 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: Bismarck’s social insurance laws
Triple: [Otto von Bismarck, notableWork, Bismarck’s social insurance laws]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Bismarck’s social insurance laws
Target entity description: 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.
  • A. National Insurance Act 1913
    The National Insurance Act 1913 was a British law that amended and extended the social insurance provisions introduced by the National Insurance Act 1911, refining the system of health and unemployment benefits for workers.
  • B. National Insurance Act 1911
    The National Insurance Act 1911 was a landmark British social welfare law that introduced compulsory health and unemployment insurance for many workers, laying foundations for the modern welfare state.
  • C. Law to Remedy the Distress of People and Reich
    The Law to Remedy the Distress of People and Reich, commonly known as the Enabling Act of 1933, was the Nazi German law that gave Adolf Hitler’s cabinet the power to enact laws without the involvement of the Reichstag, effectively establishing his dictatorship.
  • D. Young Plan
    The Young Plan was a 1929 agreement that restructured Germany’s World War I reparations by reducing the total amount owed and extending the payment period, aiming to stabilize the Weimar Republic’s economy.
  • E. Prussian Constitution of 1850
    The Prussian Constitution of 1850 was a 19th-century constitutional charter that established a constitutional monarchy in Prussia with a strong royal executive and a limited, class-weighted parliamentary system.
  • 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_69a498d77abc8190913bf57e5f51d2c4 completed March 1, 2026, 7:51 p.m.
NER Named-entity recognition batch_69a4c2b2fb448190bef31375169b4666 completed March 1, 2026, 10:50 p.m.
NED1 Entity disambiguation (via context triple) batch_69acce7449548190917277dbc715cde4 completed March 8, 2026, 1:18 a.m.
NEDg Description generation batch_69acd06d000481909f6d934e857236f0 completed March 8, 2026, 1:27 a.m.
NED2 Entity disambiguation (via description) batch_69acd17b8c508190812b241d7906992b completed March 8, 2026, 1:31 a.m.
Created at: March 1, 2026, 7:57 p.m.