Triple
T5155069
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bavarian labour courts |
E116288
|
entity |
| Predicate | basedOnLaw |
P125
|
FINISHED |
| Object |
German Part-Time and Fixed-Term Employment Act
The German Part-Time and Fixed-Term Employment Act is a federal labor law that regulates the conditions under which employees can work part-time or on fixed-term contracts, aiming to protect workers from unjustified temporary employment and promote flexible working arrangements.
|
E498501
|
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 Part-Time and Fixed-Term Employment Act | Statement: [Bavarian labour courts, basedOnLaw, German Part-Time and Fixed-Term Employment Act]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: German Part-Time and Fixed-Term Employment Act Context triple: [Bavarian labour courts, basedOnLaw, German Part-Time and Fixed-Term Employment Act]
-
A.
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.
-
B.
German Foreign Trade and Payments Act
The German Foreign Trade and Payments Act is a central German law that regulates foreign trade, export controls, and cross-border financial transactions, providing the legal framework for government oversight of international economic activities.
-
C.
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.
-
D.
Infection Protection Act of Germany
The Infection Protection Act of Germany is a federal law that regulates measures for preventing and controlling infectious diseases in humans, defining responsibilities and powers of health authorities across the country.
-
E.
Jobseekers Act 1995
The Jobseekers Act 1995 is a UK law that reformed unemployment benefits and introduced the framework for Jobseeker’s Allowance, linking financial support to active job search requirements.
- 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 Part-Time and Fixed-Term Employment Act Triple: [Bavarian labour courts, basedOnLaw, German Part-Time and Fixed-Term Employment Act]
Generated description
The German Part-Time and Fixed-Term Employment Act is a federal labor law that regulates the conditions under which employees can work part-time or on fixed-term contracts, aiming to protect workers from unjustified temporary employment and promote flexible working arrangements.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: German Part-Time and Fixed-Term Employment Act Target entity description: The German Part-Time and Fixed-Term Employment Act is a federal labor law that regulates the conditions under which employees can work part-time or on fixed-term contracts, aiming to protect workers from unjustified temporary employment and promote flexible working arrangements.
-
A.
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.
-
B.
German Foreign Trade and Payments Act
The German Foreign Trade and Payments Act is a central German law that regulates foreign trade, export controls, and cross-border financial transactions, providing the legal framework for government oversight of international economic activities.
-
C.
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.
-
D.
Infection Protection Act of Germany
The Infection Protection Act of Germany is a federal law that regulates measures for preventing and controlling infectious diseases in humans, defining responsibilities and powers of health authorities across the country.
-
E.
Jobseekers Act 1995
The Jobseekers Act 1995 is a UK law that reformed unemployment benefits and introduced the framework for Jobseeker’s Allowance, linking financial support to active job search requirements.
- 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_69bd445d94788190b72e2cc563120995 |
completed | March 20, 2026, 12:58 p.m. |
| NER | Named-entity recognition | batch_69bd78ddb01081909457ff4208eac4d7 |
completed | March 20, 2026, 4:42 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bed00e333881908487be6958e5133c |
completed | March 21, 2026, 5:06 p.m. |
| NEDg | Description generation | batch_69bed358a1248190b97227404b3f2b31 |
completed | March 21, 2026, 5:20 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69bed3c470e48190998cacf9c0b42448 |
completed | March 21, 2026, 5:22 p.m. |
Created at: March 20, 2026, 1:44 p.m.