Triple

T18557915
Position Surface form Disambiguated ID Type / Status
Subject German Social Code E453552 entity
Predicate hasPart P35 FINISHED
Object Social Code Book IV
Social Code Book IV is a key component of Germany’s social security legislation that governs unemployment insurance and job placement services.
E1333129 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: Social Code Book IV | Statement: [German Social Code, hasPart, Social Code Book IV]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Social Code Book IV
Context triple: [German Social Code, hasPart, Social Code Book IV]
  • A. Social Code Book III
    Social Code Book III is a key component of Germany’s social security legislation that regulates statutory health insurance and related healthcare benefits.
  • B. Social Code Book VI
    Social Code Book VI is the German federal statute that comprehensively regulates the public old-age, disability, and survivors’ pension insurance system.
  • C. Social Code Book I
    Social Code Book I is a key part of Germany’s Social Code that regulates general provisions and foundational principles for the country’s social security system.
  • D. Social Code Book X
    Social Code Book X is a volume of Germany’s Social Code that regulates a specific area of the country’s social security and welfare system.
  • E. The Social Framework
    The Social Framework is an influential economics book by John R. Hicks that presents a systematic introduction to the structure and functioning of a modern economic 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: Social Code Book IV
Triple: [German Social Code, hasPart, Social Code Book IV]
Generated description
Social Code Book IV is a key component of Germany’s social security legislation that governs unemployment insurance and job placement services.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Social Code Book IV
Target entity description: Social Code Book IV is a key component of Germany’s social security legislation that governs unemployment insurance and job placement services.
  • A. Social Code Book III
    Social Code Book III is a key component of Germany’s social security legislation that regulates statutory health insurance and related healthcare benefits.
  • B. Social Code Book VI
    Social Code Book VI is the German federal statute that comprehensively regulates the public old-age, disability, and survivors’ pension insurance system.
  • C. Social Code Book I
    Social Code Book I is a key part of Germany’s Social Code that regulates general provisions and foundational principles for the country’s social security system.
  • D. Social Code Book X
    Social Code Book X is a volume of Germany’s Social Code that regulates a specific area of the country’s social security and welfare system.
  • E. The Social Framework
    The Social Framework is an influential economics book by John R. Hicks that presents a systematic introduction to the structure and functioning of a modern economic 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_69d8d388b0c881908e610a1c45b52640 completed April 10, 2026, 10:40 a.m.
NER Named-entity recognition batch_69e53808028c8190825630525d84a29b completed April 19, 2026, 8:16 p.m.
NED1 Entity disambiguation (via context triple) batch_6a05037361208190acd4f49c77e5c34c completed May 13, 2026, 11:04 p.m.
NEDg Description generation batch_6a050455e6e8819084927b1c2d4a5237 completed May 13, 2026, 11:08 p.m.
NED2 Entity disambiguation (via description) batch_6a0505cbc11481908e61d90dd64f6212 completed May 13, 2026, 11:14 p.m.
Created at: April 10, 2026, 11:41 a.m.