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.