Triple

T4578075
Position Surface form Disambiguated ID Type / Status
Subject Social Code Book V E101787 entity
Predicate partOf P40 FINISHED
Object German Social Code
The German Social Code is the comprehensive body of German federal law that regulates the country’s social security system, including health, pension, unemployment, and long-term care insurance.
E453552 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: German Social Code | Statement: [Social Code Book V, partOf, German Social Code]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: German Social Code
Context triple: [Social Code Book V, partOf, German Social Code]
  • A. German Civil Code
    The German Civil Code is Germany’s comprehensive codification of private law, governing areas such as contracts, property, family, and obligations.
  • B. German Commercial Code
    The German Commercial Code is a central piece of German business law that regulates commercial transactions, traders, and corporate accounting alongside the German Civil Code.
  • C. Prussian law
    Prussian law was the legal system of the Kingdom of Prussia, characterized by its codified, bureaucratic, and often authoritarian framework that influenced 19th-century German jurisprudence.
  • D. Basic Law for the Federal Republic of Germany
    The Basic Law for the Federal Republic of Germany is the country’s foundational legal charter, establishing its democratic, federal, and constitutional order after World War II.
  • E. 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.
  • 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: German Social Code
Triple: [Social Code Book V, partOf, German Social Code]
Generated description
The German Social Code is the comprehensive body of German federal law that regulates the country’s social security system, including health, pension, unemployment, and long-term care insurance.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: German Social Code
Target entity description: The German Social Code is the comprehensive body of German federal law that regulates the country’s social security system, including health, pension, unemployment, and long-term care insurance.
  • A. German Civil Code
    The German Civil Code is Germany’s comprehensive codification of private law, governing areas such as contracts, property, family, and obligations.
  • B. German Commercial Code
    The German Commercial Code is a central piece of German business law that regulates commercial transactions, traders, and corporate accounting alongside the German Civil Code.
  • C. Prussian law
    Prussian law was the legal system of the Kingdom of Prussia, characterized by its codified, bureaucratic, and often authoritarian framework that influenced 19th-century German jurisprudence.
  • D. Basic Law for the Federal Republic of Germany
    The Basic Law for the Federal Republic of Germany is the country’s foundational legal charter, establishing its democratic, federal, and constitutional order after World War II.
  • E. 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.
  • 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_69bd43d4ce208190b53158c882b222e3 completed March 20, 2026, 12:55 p.m.
NER Named-entity recognition batch_69bd58e2a1808190be4582d5b3003d6c completed March 20, 2026, 2:25 p.m.
NED1 Entity disambiguation (via context triple) batch_69bdd3ee510481909d481b157bd0b2bd completed March 20, 2026, 11:10 p.m.
NEDg Description generation batch_69bdd5a85488819092a4a7cc4f58a425 completed March 20, 2026, 11:18 p.m.
NED2 Entity disambiguation (via description) batch_69bdd63370088190adca99373f83374f completed March 20, 2026, 11:20 p.m.
Created at: March 20, 2026, 1:10 p.m.