Triple

T9230314
Position Surface form Disambiguated ID Type / Status
Subject Hartz IV unemployment benefit E221799 entity
Predicate administeredBy P86 FINISHED
Object Bundesagentur für Arbeit
The Bundesagentur für Arbeit is Germany’s federal employment agency responsible for job placement services, labor market programs, and the administration of key social benefits.
E786966 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: Bundesagentur für Arbeit | Statement: [Hartz IV unemployment benefit, administeredBy, Bundesagentur für Arbeit]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Bundesagentur für Arbeit
Context triple: [Hartz IV unemployment benefit, administeredBy, Bundesagentur für Arbeit]
  • A. Federal Ministry of Labour and Social Affairs of Germany
    The Federal Ministry of Labour and Social Affairs of Germany is the federal government department responsible for national labor policy, employment regulation, and social welfare systems.
  • B. Federal Ministry of Labour and Employment
    The Federal Ministry of Labour and Employment is a Nigerian government ministry responsible for formulating and implementing labor policies, regulating employment standards, and promoting industrial harmony and job creation across the country.
  • C. Consejería de Empleo
    La Consejería de Empleo es el departamento del gobierno autonómico andaluz encargado de diseñar y ejecutar las políticas públicas de trabajo, empleo y relaciones laborales en Andalucía.
  • D. Federal Statistical Office of Germany
    The Federal Statistical Office of Germany is the national authority responsible for collecting, analyzing, and publishing official statistics on the country’s economy, population, and society.
  • E. German Agency for International Cooperation
    The German Agency for International Cooperation (GIZ) is Germany’s main federal development agency, implementing international cooperation projects worldwide in areas such as sustainable development, governance, and economic development.
  • 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: Bundesagentur für Arbeit
Triple: [Hartz IV unemployment benefit, administeredBy, Bundesagentur für Arbeit]
Generated description
The Bundesagentur für Arbeit is Germany’s federal employment agency responsible for job placement services, labor market programs, and the administration of key social benefits.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Bundesagentur für Arbeit
Target entity description: The Bundesagentur für Arbeit is Germany’s federal employment agency responsible for job placement services, labor market programs, and the administration of key social benefits.
  • A. Federal Ministry of Labour and Social Affairs of Germany
    The Federal Ministry of Labour and Social Affairs of Germany is the federal government department responsible for national labor policy, employment regulation, and social welfare systems.
  • B. Federal Ministry of Labour and Employment
    The Federal Ministry of Labour and Employment is a Nigerian government ministry responsible for formulating and implementing labor policies, regulating employment standards, and promoting industrial harmony and job creation across the country.
  • C. Consejería de Empleo
    La Consejería de Empleo es el departamento del gobierno autonómico andaluz encargado de diseñar y ejecutar las políticas públicas de trabajo, empleo y relaciones laborales en Andalucía.
  • D. Federal Statistical Office of Germany
    The Federal Statistical Office of Germany is the national authority responsible for collecting, analyzing, and publishing official statistics on the country’s economy, population, and society.
  • E. German Agency for International Cooperation
    The German Agency for International Cooperation (GIZ) is Germany’s main federal development agency, implementing international cooperation projects worldwide in areas such as sustainable development, governance, and economic development.
  • 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_69ca83ed628c8190bc02d641e57f097f completed March 30, 2026, 2:08 p.m.
NER Named-entity recognition batch_69ccee17a2dc8190b373f78be7247f0d completed April 1, 2026, 10:06 a.m.
NED1 Entity disambiguation (via context triple) batch_69d077a789f0819087d7f7612bbeaf6a completed April 4, 2026, 2:29 a.m.
NEDg Description generation batch_69d07a23205881909d96450759016e94 completed April 4, 2026, 2:40 a.m.
NED2 Entity disambiguation (via description) batch_69d07aaf06a08190b721e4b3f5a65c29 completed April 4, 2026, 2:42 a.m.
Created at: March 30, 2026, 7:29 p.m.